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2025

Liang, Xin; Rawat, Yogesh

DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Azad, Shehreen; Vineet, Vibhav; Rawat, Yogesh

HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Garg, Aaryan; Kumar, Akash; Rawat, Yogesh

STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Tags: CVPR | Links:

Vayani, Ashmal; Dissanayake, Dinura; Watawana, Hasindri; Ahsan, Noor; Sasikumar, Nevasini; Thawakar, Omkar; Ademtew, Henok Biadglign; Hmaiti, Yahya; Kumar, Amandeep; Kuckreja, Kartik; Maslych, Mykola; Ghallabi, Wafa Al; Mihaylov, Mihail; Qin, Chao; Shaker, Abdelrahman M; Zhang, Mike; Ihsani, Mahardika Krisna; Esplana, Amiel; Gokani, Monil; Mirkin, Shachar; Singh, Harsh; Srivastava, Ashay; Hamerlik, Endre; Izzati, Fathinah Asma; Maani, Fadillah Adamsyah; Cavada, Sebastian; Chim, Jenny; Gupta, Rohit; Manjunath, Sanjay; Zhumakhanova, Kamila; Rabevohitra, Feno Heriniaina; Amirudin, Azril; Ridzuan, Muhammad; Kareem, Daniya; More, Ketan; Li, Kunyang; Shakya, Pramesh; Saad, Muhammad; Ghasemaghaei, Amirpouya; Djanibekov, Amirbek; Azizov, Dilshod; Jankovic, Branislava; Bhatia, Naman; Cabrera, Alvaro; Obando-Ceron, Johan; Otieno, Olympiah; Farestam, Fabian; Rabbani, Muztoba; Baliah, Sanoojan; Sanjeev, Santosh; Shtanchaev, Abduragim; Fatima, Maheen; Nguyen, Thao; Kareem, Amrin; Aremu, Toluwani; Xavier, Nathan; Bhatkal, Amit; Toyin, Hawau; Chadha, Aman; Cholakkal, Hisham; Anwer, Rao Muhammad; Felsberg, Michael; Laaksonen, Jorma; Solorio, Thamar; Choudhury, Monojit; Laptev, Ivan; Shah, Mubarak; Khan, Salman; Khan, Fahad

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Huynh, Chuong; Yang, Jinyu; Tawari, Ashish; Shah, Mubarak; Tran, Son; Hamid, Raffay; Chilimbi, Trishul; Shrivastava, Abhinav

CoLLM:ALargeLanguage Model for Composed Image Retrieva Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Hu, Kai; Gao, Feng; Nie, Xiaohan; Zhou, Peng; Tran, Son; Neiman, Tal; Wang, Lingyun; Shah, Mubarak; Hamid, Raffay; Yin, Bing; Chilimbi, Trishul

M-LLMBasedVideo Frame Selection for Efficient Video Understanding Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Croitoru, Florinel-Alin; Hondru, Vlad; Ionescu, Radu Tudor; Sebe, Nicu; Shah, Mubarak

Curriculum Direct Preference Optimization for Diffusion and Consistency Models Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Wang, Lan; Ao, Wei; Boddeti, Vishnu; Lim, Sernam

Generative Zero-Shot Composed Image Retrieval Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

xin Liu, Ye; Liang, Zhengyang; Wang, Yueze; Wu, Xianfeng; Tang, Feilong; He, Muyang; Li, Jian; Liu, Zheng; Yang, Harry; Lim, Ser-Nam; Zhao, Bo

Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly Conference

2025.

Abstract | Tags: CVPR | Links:

Souradip Chakraborty Soumya Suvra Ghosal, Vaibhav Singh

IMMUNELogo : Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Chen, Chen; Liu, Daochang; Shah, Mubarak; Xu, Chang

Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Deng, Andong; Chen, Tongjia; Yu, Shoubin; Yang, Taojiannan; Spencer, Lincoln; Tian, Yapeng; Mian, Ajmal; Bansal, Mohit; Chen, Chen

Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Ren, Li; Chen, Chen; Wang, Liqiang; Hua, Kien A.

DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers Conference

2025.

Abstract | Tags: CVPR | Links:

Deng, Andong; Gao, Zhongpai; Choudhuri, Anwesa; Planche, Benjamin; Zheng, Meng; Wang, Bin; Chen, Terrence; Chen, Chen; Wu, Ziyan

Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025.

Abstract | Tags: CVPR | Links:

Kang, Weitai; Qu, Mengxue; Kini, Jyoti; Wei, Yunchao; Shah, Mubarak; Yan, Yan

Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Chhipa, Prakash Chandra; Vashishtha, Gautam; Jithamanyu, Settur; Saini, Rajkumar; Shah, Mubarak; Liwicki, Marcus

ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Fioresi, Joseph; Dave, Ishan Rajendrakumar; Shah, Mubarak

ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Cui, Yuning; Zamir, Syed Waqas; Khan, Salman; Knoll, Alois; Shah, Mubarak; Khan, Fahad Shahbaz

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Chen, Chen; Liu, Daochang; Shah, Mubarak; Xu, Chang

Exploring Local Memorization in Diffusion Models via Bright Ending Attention Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Monsefi, Amin Karimi; Zhou, Mengxi; Monsefi, Nastaran Karimi; Lim, Ser-Nam; Chao, Wei-Lun; Ramnath, Rajiv

Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Kumar, Akash; Kira, Zsolt; Rawat, Yogesh

Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Tang, Feilong; Huang, Zile; Liu, Chengzhi; Sun, Qiang; Yang, Harry; Lim, Ser-Nam

Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Huang, Jiani; Li, Ziyang; Nail, Mayur; Lim, Ser-Nam

LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Pathak, Priyank; Marjit, Shyam; Vyas, Shruti; Rawat, Yogesh

LR0.FM: Low-Resolution Zero-Shot Classification Benchmark for Foundation Models Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Zhang, Chi; Farhat, Zain Ulabedeen; Atia, George K.; Wang, Yue

Model-Free Offline Reinforcement Learning with Enhanced Robustness Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Alom, Zulfikar; Ngo, Tran Gia Bao; Kantarcioglu, Murat; Akcora, Cuneyt Gurcan

GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Peng, Qucheng; Planche, Benjamin; Gao, Zhongpai; Zheng, Meng; Choudhuri, Anwesa; Chen, Terrence; Chen, Chen; Wu, Ziyan

3D Vision-Language Gaussian Splatting Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Lai, Zhengfeng; Saveris, Vasileios; Chen, Chen; Chen, Hong-You; Zhang, Haotian; Zhang, Bowen; Hu, Wenze; Tebar, Juan; Gan, Zhe; Grasch, Peter; Cao, Meng; Yang, Yinfei

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

Zhang, Yancheng; Xue, Jiaqi; Zheng, Mengxin; Xie, Mimi; Zhang, Mingzhe; Jiang, Lei; Lou, Qian

CipherPrune: Efficient and Scalable Private Transformer Inference Conference

Thirteenth International Conference on Learning Representations (ICLR), 2025.

Abstract | Tags: ICLR | Links:

2024

Wu, Junyi; Wang, Haoxuan; Shang, Yuzhang; Shah, Mubarak; Yan, Yan

PTQ4DiT: Post-training Quantization for Diffusion Transformers Conference

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.

Abstract | Tags: NeurIPS | Links:

Modi, Rajat; Rawat, Yogesh Singh

Asynchronous Perception Machine for Test Time Training Conference

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.

Abstract | Tags: NeurIPS | Links:

Lim, Hui Xian Grace; Cui, Xuanming; Rawat, Yogesh Singh; Lim, Ser-Nam

AirSketch: Generative Motion to Sketch Conference

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.

Abstract | Tags: NeurIPS | Links:

Morafah, Mahdi; Kungurtsev, Vyacheslav; Chang, Hojin Matthew; Chen, Chen; Lin, Bill

Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration Conference

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.

Abstract | Tags: NeurIPS | Links:

Wang, Lei; Bian, Jieming; Zhang, Letian; Chen, Chen; Xu, Jie

Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains Conference

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.

Abstract | Tags: NeurIPS | Links:

Lei Wang Liyun Zhu, Arjun Raj

Advancing Video Anomaly Detection: A Concise Review and a New Dataset Conference

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.

Abstract | Tags: NeurIPS | Links:

Dave, Ishan

Toward Label Efficiency and Privacy Preservation in Video Understanding PhD Thesis

University of Central Florida, 2024.

Tags: | Links:

Arul, S. H.; Bedi, A. S.; Manocha, D.

When, What, and with Whom to Communicate: Enhancing RL-based Multi-Robot Navigation through Selective Communication Conference

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024.

Tags: IROS

Shek, C. L.; Wu, X.; Suttle, W. A.; Busart, C.; Zaroukian, E.; Manocha, D.; Tokekar, P.; Bedi, A. S.

LANCAR: Leveraging Language for Context-Aware Robot Locomotion in Unstructured Environments Conference

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024.

Tags: IROS | Links:

Sun, Xingpeng; Zhang, Yiran; Tang, Xindi; Bedi, Amrit Singh; Bera, Aniket

TrustNavGPT: Trust-Driven Audio-Guided Robot Navigation under Uncertainty with Large Language Models Conference

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) [Oral], 2024.

Abstract | Tags: IROS | Links:

Kulbaka, Iliya; Dutta, Ayan; Kreidl, O. Patrick; Bölöni, Ladislau; Roy, Swapnoneel

GDM-Net: gas distribution mapping with a mobile robot using deep reinforcement learning and gaussian process regression Conference

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024.

Tags: IROS

Kumar, Aakash; Chen, Chen; Mian, Ajmal; Lobo, Neils; Shah, Mubarak

Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data Conference

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024.

Abstract | Tags: IROS | Links:

Chhipa, Prakash Chandra; Chippa, Meenakshi Subhash; De, Kanjar; Saini, Rajkumar; Liwicki, Marcus; Shah, Mubarak

Möbius Transform for Mitigating Perspective Distortions in Representation Learning Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Kang, Weitai; Liu, Gaowen; Shah, Mubarak; Yan, Yan

SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Dave, Ishan Rajendrakumar; Rizve, Mamshad Nayeem; Shah, Mubarak

FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Swetha, Sirnam; Yang, Jinyu; Neiman, Tal; Rizve, Mamshad Nayeem; Tran, Son; Yao, Benjamin; Chilimbi, Trishul; Shah, Mubarak

X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Gupta, Rohit; Rizve, Mamshad Nayeem; Tawari, Ashish; Unnikrishnan, Jayakrishnan; Tran, Son; Shah, Mubarak; benjamin Yao,; Chilimbi, Trishul

Open Vocabulary Multi-Label Video Classification Conference

2024.

Abstract | Tags: ECCV | Links:

Dave, Ishan Rajendrakumar; Heilbron, Fabian Caba; Shah, Mubarak; Jenni, Simon

Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets Conference

The 18th European Conference on Computer Vision ECCV 2024, Oral (Top 3%), 2024.

Abstract | Tags: ECCV | Links:

Yang, Paiyu; Akhtar, Naveed; Shah, Mubarak; Mian, Ajmal

Regulating Model Reliance on Non-Robust Features by Smoothing Input Marginal Density Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Tags: ECCV | Links:

Tai, Kai Sheng; Chen, Sirius; Shukla, Satya Narayan; Yu, Hanchao; Torr, Philip; Tian, Taipeng; Lim, Ser-Nam

uCAP: An Unsupervised Prompting Method for Vision-Language Models Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV

Chen, Hao; Xie, Saining; Lim, Ser-Nam; Shrivastava, Abhinav

Fast Encoding and Decoding for Implicit Video Representation Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Tags: ECCV

Jang, Young Kyun; Huynh, Dat; Shah, Ashish; Chen, Wen-Kai; Lim, Ser-Nam

Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Retrieval Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Tags: ECCV

Sun, Guangyu; Mendieta, Matias; Dutta, Aritra; Li, Xin; Chen, Chen

Towards Multi-modal Transformers in Federated Learning Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Tags: ECCV | Links:

Wang, Zhaoning; Li, Ming; Chen, Chen

LucidDreaming: Controllable Object-Centric 3D Generation Workshop

The 18th European Conference on Computer Vision (ECCV) Workshop on Computer Vision For Videogames (CV2) 2024, 2024.

Tags: | Links:

Li, Ming; Yang, Taojiannan; Kuang, Huafeng; Wu, Jie; Wang, Zhaoning; Xiao, Xuefeng; Chen, Chen

ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Pinyoanuntapong, Ekkasit; Saleem, Muhammad Usama; Wang, Pu; Lee, Minwoo; Das, Srijan; Chen, Chen

BAMM: Bidirectional Autoregressive Motion Model Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Khalid, Umar; Iqbal, Hasan; Farooq, Azib; Hua, Jing; Chen, Chen

3DEgo: 3D Editing on the Go! Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Khalid, Umar; Iqbal, Hasan; Tayyab, Muhammad; Karim, Md Nazmul; Hua, Jing; Chen, Chen

LatentEditor: Text Driven Local Editing of 3D Scenes Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Karim, Md Nazmul; Iqbal, Hasan; Khalid, Umar; Chen, Chen; Hua, Jing

Free-Editor: Zero-shot Text-driven 3D Scene Editing Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Fang, Xiang; Xiong, Zeyu; Fang, Wanlong; Qu, Xiaoye; Chen, Chen; Dong, Jianfeng; Tang, Keke; Zhou, Pan; Cheng, Yu; Liu, Daizong

Rethinking Weakly-supervised Video Temporal Grounding From a Game Perspective Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Pillai, Manu S; Rizve, Mamshad Nayeem; Shah, Mubarak

GAReT: Cross-view Video Geolocalization with Adapters and Auto-Regressive Transformers Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Kulkarni, Parth Parag; Nayak, Guarav Kumar; Shah, Mubarak

CityGuessr: City-Level Video Geo-Localization on a Global Scale Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Karim, Nazmul; Arafat, Abdullah Al; Khalid, Umar; Guo, Zhishan; Rahnavard, Nazanin

Augmented Neural Fine-tuning for Efficient Backdoor Purification Conference

The 18th European Conference on Computer Vision ECCV 2024, 2024.

Abstract | Tags: ECCV | Links:

Peng, Qucheng; Zheng, Ce; Chen, Chen

A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Conference Conference

IEEE/CVF International Conference on Computer Vision, 2024.

Abstract | Tags: | Links:

Peng, Qucheng; Zheng, Ce; Chen, Chen

A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Liu, Xianpeng; Zheng, Ce; Qian, Ming; Xue, Nan; Chen, Chen; Zhang, Zhebin; Li, Chen; Wu, Tianfu

Multi-View Attentive Contextualization for Multi-View 3D Object Detection Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Tags: CVPR

Yuan, Tongtong; Zhang, Xuange; Liu, Kun; Liu, Bo; Chen, Chen; Jin, Jian; Jiao, Zhenzhen

Towards Surveillance Video-and-Language Understanding: New Dataset, Baselines, and Challenges Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Pinyoanuntapong, Ekkasit; Wang, Pu; Lee, Minwoo; Chen, Chen

MMM: Generative Masked Motion Model Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Wang, Xinshun; Fang, Zhongbin; Xia Li, Xiangtai Li; Chen, Chen; Liu, Mengyuan

Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Chen, Tongjia; Yu, Hongshan; Yang, Zhengeng; Li, Zechuan; Sun, Wei; Chen, Chen

OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Rizve, Mamshad Nayeem; Fei, Fan; Unnikrishnan, Jayakrishnan; Tran, Son; Yao, Benjamin Z.; Zeng, Belinda; Shah, Mubarak; Chilimbi, Trishul

VidLA: Video-Language Alignment at Scale Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Ristea, Nicolae Catalin; Croitoru, Florinel Alin; Ionescu, Radu Tudor; Popescu, Marius; Khan, Fahad; Shah, Mubarak

Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Thawakar, Omkar Chakradhar; Naseer, Muzammal; Anwer, Rao Muhammad; Khan, Salman; Felsberg, Michael; Shah, Mubarak; Khan, Fahad

Composed Video Retrieval via Enriched Context and Discriminative Embeddings Conference

2024.

Abstract | Tags: CVPR | Links:

Dutta, Aritra; Das, Srijan; Nielsen, Jacob; Chakraborty, Rajatsubhra; Shah, Mubarak

Multiview Aerial Visual RECognition (MAVREC) Dataset: Can Multi-view Improve Aerial Visual Perception? Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Abstract | Tags: CVPR | Links:

Azad, Shehreen; Rawat, Yogesh Singh

Activity-Biometrics: Person Identification from Daily Activities Conference

2024.

Abstract | Tags: CVPR | Links:

Garcia, Gustavo; Aparcedo, Alejandro; Nayak, Gaurav Kumar; Ahmed, Tanvir; Shah, Mubarak; Li, Mengjie

Generalized Deep Learning Model for Photovoltaic Module Segmentation from Satellite and Aerial Imagery Journal Article

In: Solar Energy, vol. 274, 2024.

Abstract | Tags: REU | Links:

Frakes, Ethan; Khalid, Umar; Chen, Chen

Efficient and consistent zero-shot video generation with diffusion models Conference

SPIE Defense+ Commercial Sensing, 2024.

Abstract | Tags: REU | Links:

Dave, Ishan Rajendrakumar; de Blegiers, Tristan; Chen, Chen; Shah, Mubarak

CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes Conference

31st IEEE International Conference on Image Processing (ICIP) (Oral), 2024.

Tags: ICIP | Links:

2023

Dave, Ishan Rajendrakumar; Jenni, Simon; Shah, Mubarak

No More Shortcuts: Realizing the Potential of Temporal Self-Supervision Conference

AAAI Conference on Artificial Intelligence (AAAI), Main Technical Track, 2023.

Tags: AAAI | Links:

Cepeda, Vicente Vivanco; Nayak, Gaurav Kumar; Shah, Mubarak

GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization Conference

Thirty-seventh Conference on Neural Information Processing Systems, 2023.

Abstract | Tags: | Links:

Modi, Rajat; Vineet, Vibhav; Rawat, Yogesh Singh

On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes Conference

NeurIPS 2023., 2023.

Abstract | Tags: NeurIPS | Links:

Kini, Jyoti; Khan, Fahad Shahbaz; Khan, Salman; Shah, Mubarak

CT-VOS: Cutout Prediction and Tagging for Self-Supervised Video Object Segmentation Journal Article

In: Computer Vision and Image Understanding, 2023.

Tags: CVIU, Video Object Segmentation

Hanif, Asif; Naseer, Muzammal; Khan, Salman; Shah, Mubarak; Khan, Fahad Shahbaz

Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation Conference

The 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023, 2023.

Tags: MICCAI | Links:

Li, Ming; Wu, Jie; Wang, Xionghui; Chen, Chen; Qin, Jie; Xiao, Xuefeng; Wang, Rui; Zheng, Min; Pan, Xin

AlignDet: Aligning Pre-training and Fine-tuning in Object Detection Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Tags: ICCV | Links:

Peng, Qucheng; Zheng, Ce; Chen, Chen

Source-free Domain Adaptive Human Pose Estimation Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Sun, Guangyu; Mendieta, Matias; Chen, Chen

FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Luo, Jun; Mendieta, Matias; Chen, Chen

PGFed: Personalize Each Client's Global Objective for Federated Learning Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Dang, Andong; Yang, Taojiannan; Chen, Chen

A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Mendieta, Matias; Chen, Chen

Towards Geospatial Foundation Models via Continual Pretraining Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Chen, Hao; Qu, Chenyuan; Zhang, Yu; Chen, Chen; Jiao, Jianbo

Multi-view Self-supervised Disentanglement for General Image Denoising Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Lijun Li, Linrui Tian; Zhang, Xindi; Wang, Qi; Zhang, Bang; Bo, Liefeng; Liu, Mengyuan; Chen, Chen

RenderIH: A large-scale synthetic dataset for 3D interacting hand pose estimation Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Tags: ICCV

Vahidian, Saeed; Kadaveru, Sreevatsank; Baek, Woonjoon; Wang, Weijia; Kungurtsev, Vyacheslav; Chen, Chen; Shah, Mubarak; Lin, Bill

When Do Curricula Work in Federated Learning? Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Samarasinghe, Sarinda; Nayeem, Mamshad; Kardan, Rizve Navid; Shah, Mubarak

CDFSL-V: Cross-Domain Few-Shot Learning for Videos Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Sirnam, Swetha; Rizve, Mamshad Nayeem; Kuhne, Hilde; Shah, Mubarak

Preserving Modality Structure Improves Multi-Modal Learning Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Liu, Daochang; Li, Qiyue; Dinh, Anh-Dung; Jiang, Tingting; Shah, Mubarak; Xu, Chang

Diffusion Action Segmentation Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Fioresi, Joseph; Dave, Ishan; Shah, Mubarak

TeD-SPAD: Temporal Distinctiveness for Self-supervised Privacy-preservation for video Anomaly Detection Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Tags: ICCV | Links:

Wasim, Syed Talal; Khattak, Muhammad Uzair; Naseer, Muzammal; Khan, Salman; Shah, Mubarak; Khan, Fahad Shahbaz

Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Jain, Nishant; Behl, Harkirat; Rawat, Yogesh Singh; Vineet, Vibhav

Efficiently Robustify Pre-Trained Models Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Zhou, Yifei; Li, Zilu; Shrivasta, Abhinav; Zhao, Hengshuang; Torralba, Antonio; Tian, Taipeng; Lim, Ser-Nam

BT^2 : Backward-compatible Training with Basis Transformation Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Chen, Xi; Li, Shuang; Lim, Ser-Nam; Torralba, Antonio; Zhao, Hengshuang

Open-vocabulary Panoptic Segmentation with Embedding Modulation Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Hammoud, Hasan Abed Al Kader; Prabhu, Ameya; Lim, Ser-Nam; Torr, Philip; Bibi, Adel; Ghanem, Bernard

Towards a True Evaluation of Rapid Adaptation in Online Continual Learning Conference

IEEE/CVF International Conference on Computer Vision, 2023.

Abstract | Tags: ICCV | Links:

Thawakar, Omkar; Anwer, Rao Muhammad; Laaksonen, Jorma; Reiner, Orly; Shah, Mubarak; Khan, Fahad Shahbaz

3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers Conference

Lecture Notes in Computer Science, vol. 14227, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, 2023, ISBN: 978-3-031-43993-3.

Abstract | Tags: | Links:

Kini, Jyoti; Fleischer, Sarah; Dave, Ishan; Shah, Mubarak

Ensemble Modeling for Multimodal Visual Action Recognition Workshop

22nd International Conference on Image Analysis and Processing Workshops - Multimodal Action Recognition on the MECCANO Dataset, 2023.

Tags: ICIAPW, REU, Video Action Recognition | Links:

de Blegiers, Tristan; Dave, Ishan Rajendrakumar; Yousaf, Adeel; Shah, Mubarak

EventTransAct: A Video Transformer-based Framework for Event-camera Based Action Recognition Conference

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.

Tags: IROS | Links:

Zhu, Sijie; Yang, Linjie; Chen, Chen; Shah, Mubarak; Shen, Xiaohui; Wang, Heng

R2Former: Unified retrieval and ranking Transformer for Place Recognition Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Abstract | Tags: CVPR | Links:

Gupta, Rohit; Roy, Anirban; Kim, Sujeong; Christensen, Claire; Grindal, Todd; Gerard, Sarah Nixon; Cincebeaux, Madeline; Divakaran, Ajay; Shah, Mubarak

Class Prototypes based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Abstract | Tags: CVPR | Links:

Dave, Ishan Rajendrakumar; Rizve, Mamshad Nayeem; Chen, Chen; Shah, Mubarak

TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Abstract | Tags: CVPR | Links:

Rizve, Mamshad Nayeem; Mittal, Gaurav; Yu, Ye; Hall, Matthew; Sajeev, Sandra; Shah, Mubarak; Chen, Mei

PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Tags: CVPR | Links:

Urooj, Aisha; Kuehne, Hilde; Wu, Bo; Chheu, Kim; Bousselham, Walid; Gan, Chuang; Lobo, Niels; Shah, Mubarak

Learning Situation Hyper-Graphs for Video Question Answering Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Abstract | Tags: CVPR, REU | Links:

Bhunia, Ankan Kumar; Khan, Salman; Cholakkal, Hisham; Anwer, Rao Muhammad; Laaksonen, Jorma Tapio; Shah, Mubarak; Khan, Fahad

Person Image Synthesis via Denoising Diffusion Model Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Abstract | Tags: CVPR | Links:

Wasim, Syed Talal; Naseer, Muzammal; Khan, Salman; Khan, Fahad; Shah, Mubarak

Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Abstract | Tags: CVPR | Links:

Clark, Brandon Eric; Kerrigan, Alec; Kulkarni, Parth Parag; Cepeda, Vicente Vivanco; Shah, Mubarak

Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Abstract | Tags: CVPR | Links:

Rana, Aayush; Rawat, Yogesh

Hybrid Active Learning via Deep Clustering for Video Action Detection Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Tags: CVPR | Links:

Chantry, Madeline; Biyani, Naman; Kamtam, Prudvi; Vyas, Shruti; Palangi, Hamid; Vineet, Vibhav; Rawat, Yogesh

A Large-scale Robustness Analysis of Video Action Recognition Models Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Tags: CVPR | Links:

Zhu, Sijie; Lin, Zhe; Cohen, Scott; Kuen, Jason; Zhang, Zhifei; Chen, Chen

TopNet: Transformer-based Object Placement Network for Image Compositing Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Tags: CVPR | Links:

Zheng, Ce; Mendieta, Matias; Yang, Taojiannan; Qi, Guo-Jun; Chen, Chen

FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Tags: CVPR | Links:

Zheng, Ce; Liu, Xianpeng; Qi, Guo-Jun; Chen, Chen

POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Tags: CVPR | Links:

Zhao, Qitao; Zheng, Ce; Liu, Mengyuan; Wang, Pichao; Chen, Chen

PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation Conference

IEEE Computer Vision and Pattern Recognition, 2023.

Tags: CVPR | Links:

Cui, Xuanming; Aparcedo, Alejandro; Jang, Young Kyun; Lim, Ser-Nam

On the Robustness of Large Multimodal Models Against Image Adversarial Attacks Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference, 2023.

Abstract | Tags: CVPR, REU | Links:

Zheng, Ce; Wu, Wenhan; Chen, Chen; Yang, Taojiannan; Zhu, Sijie; Shen, Ju; Kehtarnavaz, Nasser; Shah, Mubarak

Deep Learning-Based Human Pose Estimation: A Survey Journal Article

In: ACM Computing Surveys, 2023.

Tags: | Links:

Kini, Jyoti; Mian, Ajmal; Shah, Mubarak

3DMODT: Attention-Guided Affinities for Joint Detection & Tracking in 3D Point Clouds Conference

IEEE International Conference on Robotics and Automation, 2023.

Tags: ICRA | Links:

Sangam, Tushar; Dave, Ishan Rajendrakumar; Sultani, Waqas; Shah, Mubarak

TransVisDrone: Spatio-Temporal Transformer for Vision-based Drone-to-Drone Detection in Aerial Videos Conference

IEEE International Conference on Robotics and Automation, 2023.

Tags: ICRA | Links:

Yang, Taojiannan; Zhu, Yi; Xie, Yusheng; Zhang, Aston; Chen, Chen; Li, Mu

AIM: Adapting Image Models for Efficient Video Understanding Conference

AIM: Adapting Image Models for Efficient Video Understanding, Eleventh International Conference on Learning Representations (ICLR), 2023.

Abstract | Tags: ICLR

Yang, Peiyu; Akhtar, Naveed; Wen, Zeyi; Shah, Mubarak; Mian, Ajmal

Re-calibrating Feature Attributions for Model Interpretation Conference

Re-calibrating Feature Attributions for Model Interpretation, Eleventh International Conference on Learning Representations (ICLR), notable top 25%, 2023.

Tags: ICLR

Beetham, James; Kardan, Navid; Mian, Ajmal; Shah, Mubarak

Dual Student Networks for Data-Free Model Stealing Conference

Eleventh International Conference on Learning Representations, 2023.

Tags: ICLR | Links:

Barbalau, Antonio; Ionescu, Radu Tudor; Georgescu, Mariana-Iuliana; Dueholm, Jacob; Ramachandra, Bharathkumar; Nasrollahi, Kamal; Khan, Fahad Shahbaz; Moeslund, Thomas B.; Shah, Mubarak

SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Journal Article

In: Computer Vision and Image Understanding, 2023.

Tags: CVIU | Links:

Vahidian, Saeed; Morafah, Mahdi; Wang, Weijia; Kungurtsev, Vyacheslav; Chen, Chen; Shah, Mubarak; Lin, Bill

Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces Conference

37th AAAI Conference on Artificial Intelligence, 2023.

Tags: AAAI | Links:

Zhong, Xian; Li, Zipeng; Chen, Shuqin; Jiang, Kui; Chen, Chen; Ye, Mang

Refined Semantic Enhancement Towards Frequency Diffusion for Video Captioning Conference

37th AAAI Conference on Artificial Intelligence, 2023.

Tags: AAAI | Links:

Liu, Mengyuan; Meng, Fanyang; Chen, Chen; Wu, Songtao

Novel Motion Patterns Matter for Practical Skeleton-based Action Recognition Conference

37th AAAI Conference on Artificial Intelligence, 2023.

Tags: AAAI

Gupta, Rohit; Akhtar, Naveed; Mian, Ajmal; Shah, Mubarak

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility Conference

37th AAAI Conference on Artificial Intelligence, 2023.

Tags: AAAI | Links:

2022

Rana, Aayush; Rawat, Yogesh

Are all Frames Equal? Active Sparse Labeling for Video Action Detection Conference

36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022.

Abstract | Tags: NeurIPS | Links:

Schiappa, Madeline Chantry; Vyas, Shruti; Palangi, Hamid; Rawat, Yogesh; Vineet, Vibhav

Robustness Analysis of Video-Language Models Against Visual and Language Perturbations Conference

36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022.

Abstract | Tags: NeurIPS | Links:

Xu, Ziwei; Rawat, Yogesh; Wong, Yongkang; Kankanhalli, Mohan; Shah, Mubarak

Don’t Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation Conference

36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022.

Abstract | Tags: NeurIPS | Links:

Vyas, Shruti; Chen, Chen; Shah, Mubarak

GAMa: Cross-view Video Geo-localization Conference

European Conference on Computer Vision, 2022.

Abstract | Tags: ECCV | Links:

Wang, Wenxuan; Chen, Chen; Wang, Jing; Zha, Sen; Zhang, Yan; Li, Jiangyun

Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation Conference

European Conference on Computer Vision, 2022.

Abstract | Tags: ECCV | Links:

Zhu, Sijie; Lin, Zhe; Cohen, Scott; Kuen, Jason; Zhang, Zhifei; Chen, Chen

GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing Conference

European Conference on Computer Vision, 2022.

Abstract | Tags: ECCV | Links:

Khan, Aisha Urooj; Kuehne, Hilde; Gan, Chuang; Lobo, Niels Da Vitoria; Shah, Mubarak

Weakly Supervised Grounding for VQA in Vision-Language Transformers Conference

European Conference on Computer Vision, 2022.

Abstract | Tags: ECCV | Links:

Rizve, Mamshad Nayeem; Kardan, Navid; Khan, Salman; Khan, Fahad Shahbaz; Shah, Mubarak

OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning Conference

European Conference on Computer Vision, 2022.

Abstract | Tags: ECCV | Links:

Rizve, Mamshad Nayeem; Kardan, Navid; Shah, Mubarak

Towards Realistic Semi-Supervised Learning Conference

European Conference on Computer Vision, 2022.

Abstract | Tags: ECCV | Links:

Kumar, Aakash; Kini, Jyoti; Mian, Ajmal; Shah, Mubarak

Self Supervised Learning for Multiple Object Tracking in 3D Point Clouds Conference

2022 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022.

Abstract | Tags: IROS | Links:

Arif, Maliha; Yong, Calvin; Mahalanobis, Abhijit; Rahnavard, Nazanin

Background-Tolerant Object Classification with Embedded Segmentation Mask for Infrared and Color Imagery Conference

IEEE International Conference on Image Processing, 2022.

Abstract | Tags: ICIP | Links:

Pillai, Manu S; Bhattacharya, Abhijeet; Baweja, Tanmay; Gupta, Rohit; Shah, Mubarak

DEEPSAR: Vessel Detection In SAR Imagery With Noisy Labels Conference

IEEE International Conference on Image Processing, 2022.

Tags: ICIP | Links:

Kini, Jyoti; Shah, Mubarak

Tag-Based Attention Guided Bottom-Up Approach for Video Instance Segmentation Conference

26th International Conference on Pattern Recognition, 2022.

Tags: ICPR, Video Instance Segmentation | Links:

Beetham, James; Kardan, Navid; Mian, Ajmal; Shah, Mubarak

Detecting Compromised Architecture/Weights of a Deep Model Conference

26th International Conference on Pattern Recognition, 2022.

Tags: ICPR | Links:

Ristea, Nicolae-Catalin; Madan, Neelu; Ionescu, Radu Tudor; Nasrollahi, Kamal; Khan, Fahad Shahbaz; Moeslund, Thomas B.; Shah, Mubarak

Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: Anomaly Detection, CVPR, Self-Supervised Learning, Self-Supervision | Links:

Karim, Nazmul; Rizve, Mamshad Nayeem; Rahnavard, Nazanin; Mian, Ajmal; Shah, Mubarak

UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: Contrastive Learning, CVPR, Noisy Labels, Semi-supervised learning | Links:

Acsintoae, Andra; Florescu, Andrei; Georgescu, Mariana-Iuliana; Mare, Tudor; Sumedrea, Paul; Ionescu, Radu Tudor; Khan, Fahad Shahbaz; Shah, Mubarak

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: Anomaly Detection, CVPR, Dataset | Links:

Dave, Ishan Rajendrakumar; Chen, Chen; Shah, Mubarak

SPAct: Self-supervised Privacy Preservation for Action Recognition Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: Action Recognition, CVPR, Privacy Preservation | Links:

Kumar, Akash; Rawat, Yogesh Singh

End-to-End Semi-Supervised Learning for Video Action Detection Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: CVPR, Semi-supervised learning | Links:

Mendieta, Matias; Yang, Taojiannan; Wang, Pu; Lee, Minwoo; Ding, Zhengming; Chen, Chen

Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: CVPR, Federated Learning | Links:

Zhu, Sijie; Shah, Mubarak; Chen, Chen

TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: Cross-View, CVPR, Geo-Localization, Transformers | Links:

Cao, Jiale; Pang, Yenwai; Anwer, Rao Muhammad; Cholakkal, Hisham; Xie, Jin; Shah, Mubarak; Khan, Fahad Shahbaz

PSTR: End-to-End One-Step Person Search With Transformers Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Abstract | Tags: CVPR, Re-Identification, Transformers, Visual Search | Links:

Gupta, Akshita; Narayan, Sanath; Joseph, K J; Khan, Salman; Khan, Fahad Shahbaz; Shah, Mubarak

OW-DETR: Open-world Detection Transformer Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Abstract | Tags: CVPR, Object Detection, Open World, Transformers | Links:

Dave, Ishan; Gupta, Rohit; Rizve, Mamshad Nayeem; Shah, Mubarak

TCLR: Temporal Contrastive Learning for Video Representation Journal Article

In: Computer Vision and Image Understanding, vol. 219, iss. 1077-3142, pp. 103406, 2022.

Abstract | Tags: Self-Supervised Learning | Links:

Kini, Jyoti; Khan, Fahad Shahbaz; Khan, Salman; Shah, Mubarak

Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging Technical Report

no. arXiv:2204.10846, 2022.

Tags: Self-Supervised Learning, Video Object Segmentation | Links:

Modi, Rajat; Rana, Aayush Jung; Kumar, Akash; Tirupattur, Praveen; Vyas, Shruti; Rawat, Yogesh Singh; Shah, Mubarak

Video Action Detection: Analysing Limitations and Challenges Conference

IEEE Computer Vision and Pattern Recognition, 2022.

Tags: | Links:

Hassan, Shah; Jiban, MdJibanul Haque; Mahalanobis, Abhijit

Performance Evaluation of Boosted 2-stream TCRNet Conference

International Congress on Information and Communication Technology, 2022.

Tags: ICICT | Links:

Pestana, Camilo; Akhtar, Naveed; Rahnavard, Nazanin; Shah, Mubarak; Mian, Ajmal

Transferable 3D Adversarial Textures using End-to-end Optimization Conference

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022.

Abstract | Tags: Adversarial Attacks, WACV | Links:

Aafaq, Nayyer; Mian, Ajmal; Naveed Akhtar, Wei Liu; Shah, Mubarak

Dense Video Captioning with Early Linguistic Information Fusion Journal Article

In: IEEE Transactions on Multimedia, pp. 1-1, 2022.

Abstract | Tags: Adversarial Attacks | Links:

Kardan, Navid; Hill, Mitchell; Shah, Mubarak

Self-Joint Supervised Learning Conference

International Conference on Learning Representations (ICLR), 2022.

Abstract | Tags: ICLR | Links:

Zacchaeus Scheffer Ishan Dave, Akash Kumar

Gabriellav2: Towards Better Generalization in Surveillance Videos for Action Detection Conference

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) workshop, 2022.

Tags: | Links:

Fioresi, Joseph; Colvin, Dylan J.; Frota, Rafaela; Gupta, Rohit; Li, Mengjie; Seigneur, Hubert P.; Vyas, Shruti; Oliveira, Sofia; Shah, Mubarak; Davis, Kristopher O.

Automated Defect Detection and Localization in Photovoltaic Cells Using Semantic Segmentation of Electroluminescence Images Journal Article

In: IEEE Journal of Photovoltaics, vol. 12, no. 1, pp. 53-61, 2022.

Abstract | Tags: REU, Semantic Segmentation, Solar Cells | Links:

2021

Kerrigan, Alec; Duarte, Kevin; Rawat, Yogesh Singh; Shah, Mubarak

Reformulating Zero-shot Action Recognition for Multi-label Actions Conference

Thirty-fifth Conference on Neural Information Processing Systems, 2021.

Tags: Action Recognition, NeurIPS, Zero-Shot Learning | Links:

Lei, Huan; Akhtar, Naveed; Shah, Mubarak; Mian, Ajmal

Geometric Feature Learning for 3D Meshes Journal Article

In: arXiv, 2021.

Abstract | Tags: | Links:

Duarte, Kevin

Capsule Networks for Video Understanding PhD Thesis

University of Central Florida, 2021.

Tags: Action Detection, Capsule Networks, Multi-Modal Learning, Ph.D. Dissertation, Text and Video | Links:

Duarte, Kevin; Chen, Brian; Shvetsova, Nina; Rouditchenko, Andrew; Thomas, Samuel; Liu, Alexander; Harwath, David; Glass, James; Kuehne, Hilde; Shah, Mubarak

Routing with Self-Attention for Multimodal Capsule Networks Unpublished

arXiv preprint arXiv:2112.00775, 2021.

Abstract | Tags: Audio, Capsule Networks, Multi-Modal Learning, Text and Video | Links:

Rajasegaran, Jathushan; Khan, Salman; Hayat, Munawar; Khan, Fahad Shahbaz; Shah, Mubarak

Meta-learning the Learning Trends Shared Across Tasks Conference

British Machine Vision Conference, Nov 22-25, 2021.

Tags: BMVC, Few-Shot Learning, Meta-Learning | Links:

Rajasegaran, Jathushan; Khan, Salman; Hayat, Munawar; Khan, Fahad Shahbaz; Shah, Mubarak

Self-supervised Knowledge Distillation for Few-shot Learning Conference

British Machine Vision Conference, Nov 22-25, 2021.

Tags: BMVC, Few-Shot Learning, Knowledge Distillation, Self-Supervision | Links:

Akhtar, Naveed; Mian, Ajmal; Kardan, Navid; Shah, Mubarak

Advances in Adversarial Attacks and Defenses in Computer Vision: A Survey Journal Article

In: IEEE Access, vol. 9, pp. 155161-155196, 2021.

Abstract | Tags: Adversarial Attacks | Links:

Xia, Haifeng; Jing, Taotao; Chen, Chen; Ding, Zhengming

Semi-supervised Domain Adaptive Retrieval via Discriminative Hashing Learning Conference

ACM Multimedia (ACM MM), 2021 (Oral), 2021.

Tags: ACM MM | Links:

Zaeemzadeh, Alireza; Ghadar, Shabnam; Faieta, Baldo; Lin, Zhe; Rahnavard, Nazanin; Shah, Mubarak; Kalarot, Ratheesh

Face Image Retrieval with Attribute Manipulation Conference

International Conference on Computer Vision, 2021.

Abstract | Tags: ICCV, Style GAN, Visual Search | Links:

Regmi, Krishna; Shah, Mubarak

Video Geo-Localization Employing Geo-Temporal Feature Learning and GPS Trajectory Smoothing Conference

International Conference on Computer Vision, 2021.

Abstract | Tags: Geo-Localization, ICCV, Transformers, Video Geo-localization | Links:

Zheng, Ce; Zhu, Sijie; Mendieta, Matias; Yang, Taojiannan; Chen, Chen; Ding, Zhengming

3D Human Pose Estimation with Spatial and Temporal Transformers Conference

International Conference on Computer Vision, 2021.

Tags: Action Recognition, Human Pose Estimation, ICCV, Pose | Links:

Bhunia, Ankan Kumar; Khan, Salman; Cholakkal, Hisham; Anwer, Rao Muhammad; Khan, Fahad Shahbaz; Shah, Mubarak

Handwriting Transformers Conference

International Conference on Computer Vision, 2021.

Abstract | Tags: ICCV, Transformers | Links:

Narayan, Sanath; Gupta, Akshita; Khan, Salman; Khan, Fahad Shahbaz; Shao, Ling; Shah, Mubarak

Discriminative Region-based Multi-Label Zero-Shot Learning Conference

International Conference on Computer Vision, 2021.

Abstract | Tags: ICCV, Transformers, Zero-Shot Learning | Links:

Chen, Brian; Rouditchenko, Andrew; Duarte, Kevin; Kuehne, Hilde; Thomas, Samuel; Boggust, Angie; Panda, Rameswar; Kingsbury, Brian; Feris, Rogerio; Harwatch, David; Glass, James; Picheny, Michael; Chang, Shih-Fu

Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos Conference

International Conference on Computer Vision, 2021.

Abstract | Tags: ICCV, Multi-Modal Learning | Links:

Swetha, Sirnam; Kuehne, Hilde; Rawat, Yogesh Singh; Shah, Mubarak

Unsupervised Discriminative Embedding for Sub-Action Learning in Complex Activities Conference

IEEE International Conference on Image Processing, 2021.

Tags: Action Recognition, ICIP, Un-supervised Learning | Links:

Jiban, Md Jibanul Haque; Hassan, Shah; Mahalanobis, Abhijit

Two-Stream Boosted TCRNET for Range-Tolerant Infra-Red Target Detection Conference

IEEE Conference on Image Processing, 2021.

Abstract | Tags: ICIP | Links:

Arif, Maliha; Mahalanobis, Abhijit

Few Shot Learning for Infra-Red Object Recognition Using Analytically Designed Low Level Filters for Data Representation Conference

IEEE International Conference on Image Processing, 2021.

Abstract | Tags: ICIP | Links:

Cuellar, Adam; Mahalanobis, Abhijit

Detection of Small Moving Ground Vehicles in Cluttered Terrain Using Infrared Video Imagery Conference

IEEE International Conference on Image Processing, 2021.

Abstract | Tags: ICIP | Links:

Shiraz, Sarah; Regmi, Krishna; Vyas, Shruti; Rawat, Yogesh Singh; Shah, Mubarak

Novel View Video Prediction using Dual Representation Conference

IEEE International Conference on Image Processing, 2021.

Tags: Cross-View, ICIP, View Synthesis | Links:

Ott, Aaron; Mazaheri, Amir; da Vitoria Lobo, Niels; Shah, Mubarak

Deep Photo Cropper and Enhancer Journal Article

In: CoRR, vol. abs/2008.00634, 2021.

Tags: Dataset, Image Enhancement, REU | Links:

Regmi, Krishna

Exploring Relationships Between Ground and Aerial Views by Synthesis and Matching PhD Thesis

University of Central Florida, 2021.

Tags: Cross-View, GAN, Geo-Localization, Ph.D. Dissertation, Video Geo-localization | Links:

Edraki, Marzieh

Implication of Manifold Assumption in Deep Learning Models for Computer Vision Applications PhD Thesis

University of Central Florida, 2021.

Tags: Capusules, Ph.D. Dissertation | Links:

Zhu, Sijie; Yang, Taojiannan; Chen, Chen

Visual Explanation for Deep Metric Learning Journal Article

In: IEEE Transactions on Image Processing, 2021.

Tags: | Links:

Wang, Wenxuan; Chen, Chen; Ding, Meng; Li, Jiangyun; Yu, Hong; Zha, Sen

TransBTS: Multimodal Brain Tumor Segmentation Using Transformer Conference

International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021.

Tags: MICCAI | Links:

Arif, Maliha; Mahalanobis, Abhijit

Infrared Target Recognition Using Realistic Training Images Generated by Modifying Latent Features of an Encoder-Decoder Network Journal Article

In: IEEE Transactions on Aerospace and Electronic Systems, 2021.

Abstract | Tags: TAES | Links:

Duarte, Kevin; Rawat, Yogesh Singh; Shah, Mubarak

PLM: Partial Label Masking for Imbalanced Multi-label Classification Workshop

IEEE Conference on Computer Vision and Pattern Recognition, Learning from Limited or Imperfect Data (L2ID) Workshop, 2021.

Tags: CVPRW, Imbalanced Dataset, Multi-Label | Links:

Kumar, Aakash; Kini, Jyoti; Shah, Mubarak; Mian, Ajmal

PC-DAN: Point Cloud based Deep Affinity Network for 3D Multi-Object Tracking Workshop

IEEE Conference on Computer Vision and Pattern Recognition, 2nd Workshop on Visual Perception for Navigation in Human Environments - The JackRabbot Social Grouping and Activity Dataset and Benchmark, 2021.

Tags: Contest, CVPRW, LIDAR, Tracking | Links:

Gagne, Crystal; Kini, Jyoti; Smith, Daniel; Shah, Mubarak

Florida Wildlife Camera Trap Dataset Workshop

IEEE Conference on Computer Vision and Pattern Recognition, CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling Workshop, 2021.

Tags: CVPRW, Dataset, Wildlife Preservation | Links:

Georgescu, Mariana Iuliana; Bărbălău, Antonio; Ionescu, Radu Tudor; Khan, Fahad Shahbaz; Popescu, Marius; Shah, Mubarak

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2021.

Abstract | Tags: Anomaly Detection, Multi-Task Learning, Self-Supervised Learning | Links:

Ashraf, Muhammad Waseem; Sultani, Waqas; Shah, Mubarak

Dogfight: Detecting Drones from Drones Videos Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2021.

Tags: CVPR, Drone Video Analysis, Object Detection, UAV Video Analysis, UVA Video Analysis | Links:

Tirupattur, Praveen; Duarte, Kevin; Rawat, Yogesh Singh; Shah, Mubarak

Modeling Multi-Label Action Dependencies for Temporal Action Localization Conference

IEEE Conference on Computer Vision and Pattern Recognition (Oral), 2021.

Tags: CVPR, Transformers | Links:

Zaeemzadeh, Alireza; Bisagno, Niccolò; Sambugaro, Zeno; Conci, Nicola; Rahnavard, Nazanin; Shah, Mubarak

Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2021.

Tags: CVPR, Open World, Out of Distribution (OOD) | Links:

Khan, Aisha Urooj; Kuehne, Hilde; Duarte, Kevin; Gan, Chuang; Lobo, Niels Da Vitoria; Shah, Mubarak

Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2021.

Tags: Capsule Networks, CVPR, Grounding, VQA | Links:

Rizve, Mamshad Nayeem; Khan, Salman; Khan, Fahad Shahbaz; Shah, Mubarak

Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2021.

Tags: CVPR, Equivariance, Few-Shot Learning, Invariance | Links:

Rizve, Mamshad Nayeem; Duarte, Kevin; Rawat, Yogesh Singh; Shah, Mubarak

In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Conference

Ninth International Conference on Learning Representations (ICLR), 2021.

Tags: ICLR, Network Calibration, Pseudo-Labeling, Semi-supervised learning | Links:

Sultani, Waqas; Shah, Mubarak

Human Action Recognition in Drone Videos using a Few Aerial Training Examples Journal Article

In: Computer Vision and Image Understanding, vol. vol. 206, no. 103186, 2021.

Tags: CVIU, Drone Video Analysis, Human Action Recognition, Multi-Task Learning, UAV Video Analysis | Links:

Zaeemzadeh, Alireza

Robust and Scalable Data Representation and Analysis Leveraging Isometric Transformations and Sparsity PhD Thesis

University of Central Florida, 2021.

Tags: Ph.D. Dissertation | Links:

Georgescu, Mariana-Iuliana; Ionescu, Radu Tudor; Khan, Fahad Shahbaz; Popescu, Marius; Shah, Mubarak

A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.

Tags: Abnormal Event Detection, Anomaly Detection | Links:

Khan, Salman; Naseer, Muzammal; Hayat, Munawar; Zamir, Syed Waqas; Khan, Fahad Shahbaz; Shah, Mubarak

Transformers in Vision: A Survey Technical Report

no. arXiv:2101.01169, 2021.

Tags: Survey, Transformers | Links:

Rana, Aayush; Rawat, Yogesh Singh

We don’t Need Thousand Proposals: Single Shot Actor-Action Detection in Videos Conference

IEEE 2021 Winter Conference on Applications of Computer Vision (WACV), 2021.

Tags: WACV | Links:

Zheng, Ce; Wu, Wenhan; Yang, Taojiannan; Zhu, Sijie; Chen, Chen; Liu, Ruixu; Shen, Ju; Kehtarnavaz, Nasser; Shah, Mubarak

Deep Learning-Based Human Pose Estimation: A Survey Technical Report

no. arXiv:2012.13392, 2021.

Tags: Human Pose Estimation | Links:

2020

Khan, Aisha Urooj; Mazaheri, Amir; da Vitoria Lobo, Niels; Shah, Mubarak

MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering Conference

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, EMNLP, 2020.

Tags: EMNLP, Visual Question Answering | Links:

Georgescu, Mariana-Iuliana; Barbalau, Antonio; Ionescu, Radu Tudor; Khan, Fahad Shahbaz; Popescu, Marius; Shah, Mubarak

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Technical Report

no. arXiv:2011.07491, 2020.

Tags: Anomaly Detection, CVPR-2021, Multi-Task Learning, Self-Supervised Learning | Links:

McIntosh, Bruce; Venkataramanan, Shashanka; Mahalanobis, Abhijit

Target Detection in Cluttered Environments Using Infra-Red Images Conference

IEEE International Conference on Image Processing, 2020.

Abstract | Tags: ICIP | Links:

Georgescu, Mariana-Iuliana; Ionescu, Radu Tudor; Khan, Fahad Shahbaz; Popescu, Marius; Shah, Mubarak

A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Technical Report

no. arXiv:2008.12328, 2020.

Tags: Anomaly Detection | Links:

Sun, ShiJie; Akhtar, Naveed; Song, XiangYu; Song, HuanSheng; Mian, Ajmal; Shah, Mubarak

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking Conference

16th European Conference on Computer Vision, 2020.

Abstract | Tags: ECCV, Tracking | Links:

Xie, Jin; Cholakkal, Hisham; Anwer, Rao Muhammad; Khan, Fahad Shahbaz; Pang, Yanwei; Shao, Ling; Shah, Mubarak

Count- and Similarity-aware R-CNN for Pedestrian Detection Conference

16th European Conference on Computer Vision, 2020.

Abstract | Tags: Detection, ECCV | Links:

Schatz, Kara Marie; Quintanilla, Erik; Vyas, Shruti; Rawat, Yogesh Singh

A Recurrent Transformer Network for Novel View Action Synthesis Conference

16th European Conference on Computer Vision, 2020.

Abstract | Tags: Cross-View, ECCV, REU, View Action Synthesis, View Synthesis | Links:

Vyas, Shruti; Rawat, Yogesh Singh; Shah, Mubarak

Multi-view Action Recognition using Cross-view Video Prediction Conference

16th European Conference on Computer Vision, 2020.

Abstract | Tags: Cross-View Video Prediction, ECCV | Links:

Venkataramanan, Shashanka; Peng, Kuan-Chuan; Singh, Rajat Vikram; Mahalanobis, Abhijit

Attention Guided Anomaly Localization in Images Conference

16th European Conference on Computer Vision, 2020.

Abstract | Tags: ECCV | Links:

LaLonde, Rodney

Algorithms and Applications of Novel Capsule Networks PhD Thesis

University of Central Florida, 2020.

Tags: Ph.D. Dissertation | Links:

RaviPrakash, Harish

Novel Computational Approaches for Multidimensional Brain Image Analysis PhD Thesis

University of Central Florida, 2020.

Tags: Ph.D. Dissertation | Links:

Zhang, Xiaoyu; Mian, Ajmal; Gupta, Rohit; Rahnavard, Nazanin; Shah, Mubarak

Cassandra: Detecting Trojaned Networks from Adversarial Perturbations Technical Report

no. arXiv:2007.14433, 2020.

Tags: Adversarial Attacks | Links:

Edraki, Marzieh; Karim, Nazmul; Rahnavard, Nazanin; Mian, Ajmal; Shah, Mubarak

Odyssey: Creation, Analysis and Detection of Trojan Models Technical Report

no. arXiv:2007.08142, 2020.

Tags: Adversarial Attacks | Links:

Demir, Ugur; Rawat, Yogesh Singh; Shah, Mubarak

TinyVIRAT: Low-resolution Video Action Recognition Technical Report

no. arXiv:2007.07355, 2020.

Tags: Video Action Recognition | Links:

Joneidi, Mohsen; Vahidian, Saeed; Esmaeili, Ashkan; Wang, Weijia; Rahnavard, Nazanin; Lin, Bill; Shah, Mubarak

Select to Better Learn: Fast and Accurate Deep Learning using Data Selection from Nonlinear Manifolds Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2020.

Abstract | Tags: CVPR | Links:

McIntosh, Bruce; Duarte, Kevin; Rawat, Yogesh Singh; Shah, Mubarak

Visual-textual Capsule Routing for Text-based Video Segmentation Conference

IEEE Conference on Computer Vision and Pattern Recognition (Oral), 2020.

Abstract | Tags: Capsule Networks, CVPR, Video Object Segmentation | Links:

Rajasegaran, Jathushan; Khan, Salman; Hayat, Munawar; Khan, Fahad Shahbaz; Shah, Mubarak

iTAML : An Incremental Task-Agnostic Meta-learning Approach Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2020.

Abstract | Tags: CVPR, Meta-Learning | Links:

Palazzo, Simone; Spampinato, Concetto; Kavasidis, Isaak; Giordano, Daniela; Schmidt, Joseph; Shah, Mubarak

Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1 - 1, 2020.

Tags: EEG/Brain, Medical | Links:

Sharghi, Aidean; da Vitoria Lobo, Niels; Shah, Mubarak

Text Synopsis Generation for Egocentric Videos Conference

International Conference on Pattern Recognition, 2020.

Tags: Egocentric, ICPR, Text Synopsis, Video Summarization | Links:

Rizve, Mamshad Nayeem; Demir, Ugur; Tirupattur, Praveen; Rana, Aayush; Duarte, Kevin; Dave, Ishan; Rawat, Yogesh Singh; Shah, Mubarak

Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Security Videos Conference

25th International Conference on Pattern Recognition, Italy, 10-15 January 2021 (ICPR 2020), 2020.

Tags: Activity Detection, IARPA DIVA, ICPR | Links:

Zaeemzadeh, Alireza; Rahnavard, Nazanin; Shah, Mubarak

Norm-Preservation: Why Residual Networks Can Become Extremely Deep? Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.

Tags: Deep Learning, RESNET | Links:

Gupta, Rohit; Shah, Mubarak

RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery Conference

International Conference on Pattern Recognition, 2020.

Tags: Geo-Localization, ICPR, Segmentation | Links:

MS, Kalemaki; AH, Karantanas; D, Exarchos; ET, Detorakis; O, Zoras; K, Marias; Millo, Corina; Bagci, Ulas; I, Pallikaris; A, Stratis; I, Karatzanis; K, Perisinakis; P, Koutentakis; GA, Kontadakis; DA, Spandidos; A, Tsatsakis; Papadakis, Georgios Z.

PET/CT and PET/MRI in Optalhalmic Oncology Journal Article

In: International Journal of Oncology, 2020.

Tags: Medical | Links:

LaLonde, Rodney; Kandel, P.; Spampinato, Concetto; Wallace, M. B.; Bagci, Ulas

Diagnosing Colorectal Polyps in the Wild with Capsule Networks Journal Article

In: IEEE ISBI , 2020.

Tags: Medical | Links:

Chen, Chen; Surette, Ray; Shah, Mubarak

Automated monitoring for security camera networks: promise from computer vision labs Journal Article

In: Security Journal, 2020.

Tags: Deep Learning | Links:

Edraki, Marzieh; Rahnavard, Nazanin; Shah, Mubarak

Subspace Capsule Network Conference

34th Conference on Association for the Advancement of Artificial Intelligence (AAAI 2020), New York, USA, 2020.

Tags: Capsule Networks | Links:

Masoodi, S.; Razi, A.; Wright, C.; Gatlin, J.; Bagci, Ulas

Instance-level Microtubule Tracking Journal Article

In: IEEE Transactions on Medical Imaging, 2020.

Tags: Medical | Links:

Quintanilla, Erik; Rawat, Yogesh Singh; Sakryukin, Andrey; Shah, Mubarak; Kankanhalli, Mohan

Adversarial Learning for Personalized Tag Recommendation Journal Article

In: IEEE Transactions on Multimedia (TMM), 2020.

Tags: REU | Links:

2019

Tirosh, A.; RaviPrakash, H.; Papadakis, Georgios Z.; Tatsi, C.; Belyavskaya, E.; Chahralampos, L.; Lodish, MB.; Bagci, Ulas; Stratakis, Constantine A.

Computerized Analysis of Brain MR parameters dynamics in young patients with Cushing-Syndrome – a case control study Journal Article

In: The Journal of Clinical Endocrinology and Metabolism, 2019.

Tags: Medical | Links:

Hoogenboom, S.; Bagci, Ulas; Wallace, M. B.

AI in Gastroenterology. Current State of Play and Potential. How will it affect our practice and when? Journal Article

In: Techniques in Gastrointestinal Endoscopy, 150634, 2019.

Tags: Medical | Links:

Stember, JN.; Celik, Haydar; Krupinski, E.; Chang, P.; Mutasa, S.; Wood, Bradford; Lignelli, A.; Moonis, G.; Jambawalikar, S.; Bagci, Ulas

Eye-Tracking for Deep Learning Segmentation Using Convolutional Neural Networks: a proof-of-principle application to meningiomas Journal Article

In: Journal of Digital Imaging, 2019.

Tags: Medical | Links:

Karaaslan, E.; Bagci, Ulas; Catbas, F. N.

Artificial Intelligence Assisted Infrastructure Assessment Using Mixed Reality Systems Journal Article

In: Journal of Transportation Research, 2019.

Tags: Medical | Links:

Torosdagli, N.; Liberton, Denise; Verma, Payal; Sincan, Murat; Lee, Janice; Bagci, Ulas

Deep Geodesic Learning for Segmentation and Anatomical Landmarking Journal Article

In: IEEE Transactions on Medical Imaging, 2019.

Tags: Medical | Links:

LaLonde, Rodney; Tanner, Irene; Nikiforaki, K.; Papadakis, Georgios Z.; Kandel, P.; Bolan, CW; Wallace, M. B.; Bagci, Ulas

INN: Inflated Neural Networks for IPMN Diagnosis Conference

MICCAI, 2019.

Tags: Medical | Links:

Khosravan, Naji; Mortazi, Aliasghar; Wallace, M. B.; Bagci, Ulas

PAN: Projective Adversarial Network for Medical Image Segmentation Conference

MICCAI, 2019.

Tags: Medical | Links:

Mortazi, Aliasghar; Khosravan, Naji; Torigian, DA; Kurugol, S.; Bagci, Ulas

Weakly Supervised Segmentation by A Deep Geodesic Prior Conference

MICCAI 2019-MLMI, 2019.

Tags: Medical | Links:

Liu, Y.; Khosravan, Naji; Liu, Y.; Stember, J.; Bagci, Ulas; Jambawalikar, S.

Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans Conference

MICCAI 2019-DART, 2019.

Tags: Medical | Links:

Anwar, S.; Tooba, A.; Rafique, K.; RaviPrakash, H.; Mohy-ud-din, H.; Bagci, Ulas

A Survey on Recent Advancements for AI-Enabled Radiomics in Neuro-Oncology Conference

MICCAI 2019-RNO-AI, 2019.

Tags: Medical | Links:

Mazaheri, Amir

Video Content Understanding Using Text PhD Thesis

University of Central Florida, 2019.

Tags: | Links:

Khosravan, Naji

Collaborative Artificial Intelligence Algorithms For Medical Imaging Applications PhD Thesis

University of Central Florida, 2019.

Tags: | Links:

Sharghi, Aidean

Visual-Textual Video Synopsis Generation PhD Thesis

University of Central Florida, 2019.

Tags: | Links:

Mortazi, Aliasghar

Optimization Algorithms for Deep Learning Based Medical Image Segmentations PhD Thesis

University of Central Florida, 2019.

Tags: | Links:

Khodadadeh, Siavash; Bölöni, Ladislau; Shah, Mubarak

Unsupervised Meta-Learning for Few-Shot Image Classification Conference

33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, 2019.

Tags: Meta-Learning, NeurIPS | Links:

Kalayeh, Mahdi M.; Shah, Mubarak

On Symbiosis of Attribute Prediction and Semantic Segmentation Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Pages 1-1, DOI: 10.1109/TPAMI.2019.2956039, 2019.

Tags: Semantic Segmentation | Links:

Sultani, Waqas; Shah, Mubarak

Human Action Recognition in Drone Videos using a Few Aerial Training Examples Conference

Cornell University Library, arXiv:1910.10027v1. [cs.CV], 2019.

Tags: Action Recognition | Links:

Arif, Maliha; Mahalanobis, Abhijit

View Prediction using manifold learning in non-linear feature subspace Proceedings

SPIE Symposium on Mulispectral Image Processing and Pattern Recognition, 2019.

Tags: Deep Learning | Links:

Aafaq, Nayyer; Mian, Ajmal; Liu, Wei; Gilani, Syed Zulqarnain; Shah, Mubarak

Video Description: A Survey of Methods, Datasets, and Evaluation Metrics Journal Article

In: ACM Comput. Surv. 52, 6, Article 115 (October 2019), 37 pages. DOI: https://doi.org/10.1145/3355390, 2019.

Tags: Video Description | Links:

Duarte, Kevin; Rawat, Yogesh Singh; Shah, Mubarak

CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing Conference

International Conference on Computer Vision (ICCV 2019), Seoul, South Korea, Oct 27-Nov 2, 2019.

Tags: Video Object Segmentation | Links:

Alemu, Leulseged Tesfaye; Pelillo, Marcello; Shah, Mubarak

Deep Constrained Dominant Sets for Person Re-Identification Conference

International Conference on Computer Vision (ICCV 2019), Seoul, South Korea, Oct 27-Nov 2, 2019.

Tags: Re-Identification | Links:

Regmi, Krishna; Shah, Mubarak

Bridging the Domain Gap for Ground-to-Aerial Image Matching Conference

International Conference on Computer Vision (ICCV 2019), Seoul, South Korea, Oct 27-Nov 2, 2019.

Tags: Cross-View Image Retrieval, Geo-Localization | Links:

Spampinato, Concetto; Palazzo, Simone; D’Oro, P.; Giordano, Daniela; Shah, Mubarak

Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos Journal Article

In: International Journal of Computer Vision, 1-20, 2019.

Tags: Unsupervised Learning | Links:

Hou, Rui; Chen, Chen; Sukthankar, Rahul; Shah, Mubarak

An Efficient 3D CNN for Action/Object Segmentation in Video Conference

British Machine Vision Conference (BMVC 2019), UK, Sep 9-10, 2019.

Tags: BMVC, Video Object Segmentation | Links:

Tesfaye, Yonatan Tariku; Zemene, Eyasu; Prati, Andrea; Pelillo, Marcello; Shah, Mubarak

Multi-target tracking in multiple non-overlapping cameras using constrained dominant sets Journal Article

In: International Journal for Computer Vision (IJCV), September 2019, Volume 127, Issue 9, pp1303-1320., 2019.

Tags: Clustering, Dominant Sets, Reranking, Tracking, Video Re-ID | Links:

LaPlace, Cecilia; Khan, Aisha Urooj; Borji, Ali

Segmenting Sky Pixels in Images: Analysis and Comparison Conference

IEEE Winter Conference on Applications of Computer Vision, 2019.

Tags: REU

Hou, Rui

Action Recognition, Temporal Localization and Detection in Trimmed and Untrimmed Video PhD Thesis

University of Central Florida, 2019.

Tags: | Links:

Sun, ShiJie; Akhtar, Naveed; Song, HuanSheng; Mian, Ajmal; Shah, Mubarak

Deep Affinity Network for Multiple Object Tracking Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019.

Tags: Tracking | Links:

Abolghasemi, Pooya; Mazaheri, Amir; Shah, Mubarak; Boloni, Ladislau

Pay Attention! – Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention Conference

Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), 2019.

Tags: Robotics | Links:

Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin; Shah, Mubarak

Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Visio Conference

Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), 2019.

Tags: Iterative Projection and Matching | Links:

Khosravan, Naji; Celik, Haydar; Turkbey, Baris; EC, Jones; Wood, Bradford; Bagci, Ulas

A collaborative computer aided diagnosis (C-CAD) system with eye-tracking, sparse attentional model, and deep learning Journal Article

In: Medical image analysis. 2019 Jan 1;51:101-15., 2019.

Tags: Attention, Eye-Tracking, Medical | Links:

Mahalanobis, Abhijit

An overview of some techniques for the detection and recognition of objects in 3D data Proceedings

OSA Imaging and Applied Optics Congress, 2019.

Tags: Deep Learning

Mahalanobis, Abhijit; McIntosh, Bruce

A comparison of target detection algorithms using DSIAC ATR algorithm development data set, Proceedings

Automatic Target Recognition XXIX, vol. 10988, 2019.

Tags: Deep Learning

Tanner, Irene; Mahalanobis, Abhijit

Fundamentals of target classification using deep learning Proceedings

Automatic Target Recognition XXIX, vol. 10988, 2019.

Tags: Deep Learning, REU

Mahmoudkalayeh, Mahdi

Describing Images by Semantic Modeling Using Attributes and Tags PhD Thesis

University of Central Florida, 2019.

Tags: | Links:

I, Irmakci; Hussein, Sarfaraz; A, Savran; RR, Kalyani; D, Reiter; CW, Chia; KW, Fishbein; RG, Spencer; L, Ferrucci; Bagci, Ulas

A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation Journal Article

In: IEEE Transactions on Biomedical Engineering. 2019 Apr;66(4):1069-81., 2019.

Tags: Medical, Segmentation | Links:

Bagci, Ulas; Hussein, Sarfaraz

System and method for image-based quantification of white and brown adipose tissue at the whole-body, organ and body-region levels Journal Article

In: United States patent application US 10/157,462. 2018 Dec 18, 2019.

Tags: Medical, Segmentation | Links:

Hussein, Sarfaraz; P, Kandel; CW, Bolan; Wallace, M. B.; Bagci, Ulas

Lung and pancreatic tumor characterization in the deep learning era: novel supervised and unsupervised learning approaches Journal Article

In: IEEE transactions on medical imaging. 2019 Jan 23., 2019.

Tags: Classification, Medical | Links:

H, Bogunovic; F, Venhuizen; S, Klimscha; S, Apostolopoulos; A, Bab-Hadiashar; Bagci, Ulas; MF, Beg; L, Bekalo; Q, Chen; C, Ciller; K, Gopinath

RETOUCH-The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge Journal Article

In: IEEE transactions on medical imaging. 2019 Feb 26., 2019.

Tags: Detection, Segmentation | Links:

Vaca-Castano, Gonzalo; da Vitoria Lobo, Niels; Shah, Mubarak

Holistic Object Detection and Image Understanding Journal Article

In: Computer Vision and Image Understanding, vol. vol. 181, pp. 1-13, 2019.

Tags: | Links:

DG, Vinsard; Y, Mori; M, Misawa; SE, Kudo; A, Rastogi; Bagci, Ulas; DK, Rex; Wallace, M. B.

Quality Assurance of Computer-Aided Detection and Diagnosis in Colonoscopy Journal Article

In: Gastrointestinal Endoscopy. 2019 Mar 26., 2019.

Tags: Detection, Medical | Links:

Rawat, Yogesh Singh; Shah, Mubarak; Kankanhalli, Mohan

Photography and Exploration of Tourist Locations Based on Optimal Foraging Theory Journal Article

In: IEEE Transactions on Circuits and Systems for Video Technology, 2019.

Tags: | Links:

Lobo, Niels Da Vitoria; Shah, Mubarak

UCF's 30-Year REU Site in Computer Vision Journal Article

In: Communications of the ACM, January 2019, Vol. 62 No. 1, Pages 31-34, 2019.

Tags: NSF, REU | Links:

Rana, Aayush; Tirupattur, Praveen; Rizve, Mamshad Nayeem; Duarte, Kevin; Demir, Ugur; Rawat, Yogesh Singh; Shah, Mubarak

An Online System for Real-Time Activity Detection in Untrimmed Surveillance Videos Journal Article

In: 2019.

Tags:

2018

Tian, Yicong

Human Action Detection, Tracking and Segmentation in Videos PhD Thesis

University of Central Florida, 2018.

Tags: | Links:

Ardeshir, Shervin

Relating First-person and Third-person Vision PhD Thesis

University of Central Florida, 2018.

Tags: | Links:

Hussein, Sarfaraz

Learning Algorithms for Fat Quantification and Tumor Characterization PhD Thesis

University of Central Florida, 2018.

Tags: | Links:

Maria Mosquera Chuquicusma,; Hussein, Sarfaraz; Bagci, Ulas

How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis Conference

IEEE 15th International Symposium, 2018.

Tags: REU

Mazaheri, Amir; Gong, Boqing; Shah, Mubarak

Learning a Multi-Concept Video Retrieval Model with Multiple Latent Variables Journal Article

In: ACM Trans. Multimedia Comput. Commun. Appl. 14, 2, Article 46 (April 2018), 21 pages, 2018.

Tags: Video Retrieval | Links:

Tirupattur, Praveen; Rawat, Yogesh Singh; Spampinato, Concetto; Shah, Mubarak

ThoughtViz: Visualizing Human Thoughts Using Generative Adversarial Network Conference

ACM Multimedia 2018, Seoul, Korea, October 22-26, 2018., 2018.

Tags: EEG/Brain, Gans | Links:

Mazaheri, Amir; Shah, Mubarak

Visual Text Correction Conference

Proceedings of IEEE European Conference on Computer Vision (ECCV 2018), Munich, Germany, September 8-14, 2018., 2018.

Tags: Video Description | Links:

Idrees, Haroon; Tayyab, Muhmmad; Athrey, Kishan; Zhang, Dong; Al-Maadeed, Somaya; Rajpoot, Nasir; Shah, Mubarak

Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds Conference

IEEE European Conference on Computer Vision (ECCV 2018), Munich, Germany, September 8-14, 2018., 2018.

Tags: Crowd Counting | Links:

Tian, Yicong; Dehghan, Afshin; Shah, Mubarak

"On Detection, Data Association and Segmentation for Multi-target Tracking" in IEEE Transactions on Pattern Analysis and Machine Intelligence Journal Article

In: 2018.

Tags: Tracking | Links:

Jamal, M.; Li, H.; Gong, Boqing

Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018., 2018.

Tags: Detection | Links:

LaLonde, Rodney; Zhang, Dong; Shah, Mubarak

ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018, 2018.

Tags: Detection, Drone Video Analysis, UAV Video Analysis | Links:

Wang, Tiantian; Zhang, Lihe; Wang, Shuo; Lu, Huchuan; Yang, Gang; Ruan, Xiang; Borji, Ali

Detect Globally, Refine Locally: A Novel Approach to Saliency Detection Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018., 2018.

Tags: Saliency Detection | Links:

Regmi, Krishna; Borji, Ali

Cross-View Image Synthesis Using Conditional GANs Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018, 2018.

Tags: Cross-View Image Synthesis, Geo-Localization | Links:

Khan, Aisha Urooj; Borji, Ali

Analysis of Hand Segmentation in the Wild Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018, 2018.

Tags: Segmentation | Links:

Wang, Wenguan; Shen, Jianbing; Guo, Fang; Cheng, Ming-Ming; Borji, Ali

Revisiting Video Saliency: A Large-Scale Benchmark and a New Model Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018., 2018.

Tags: Saliency Detection | Links:

Zeng, Yu; Lu, Huchuan; Zhang, Lihe; Feng, Mengyang; Borji, Ali

Learning to Promote Saliency Detectors Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018., 2018.

Tags: Saliency Detection | Links:

Sultani, Waqas; Chen, Chen; Shah, Mubarak

Real-world Anomaly Detection in Surveillance Videos Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018., 2018.

Tags: Anomaly Detection | Links:

Zaeemzadeh, Alireza; Rahnavard, Nazanin; Shah, Mubarak

Norm-Preservation: Why Residual Networks Can Become Extremely Deep? Conference

Cornell University Library, 2018.

Tags: Deep Learning | Links:

Duarte, Kevin; Rawat, Yogesh Singh; Shah, Mubarak

VideoCapsuleNet: A Simplified Network for Action Detection Conference

In Advances in Neural Information Processing Systems (pp. 7610-7619), 2018.

Tags: Human Action and Activity Recognition | Links:

Kalayeh, Mahdi M.; Basaran, Emrah; Gokmen, Muhittin; Kamasak, Mustafa E.; Shah, Mubarak

Human Semantic Parsing for Person Re-identification Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, June 18-22, 2018, 2018.

Tags: Re-Identification | Links:

Zemene, Eyasu; Tesfaye, Yonatan Tariku; Idrees, Haroon; Prati, Andrea; Pelillo, Marcello; Shah, Mubarak

Large-scale Image Geo-Localization Using Dominant Sets Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, pp. 148 - 161, 2018.

Tags: Clustering, Dominant Sets, Geo-Localization, Re-Ranking | Links:

Rawat, Yogesh Singh; Rana, Aayush; Tirupattur, Praveen; Shah, Mubarak

Action and Object Detection for TRECVID Journal Article

In: 2018.

Tags:

2017

Green, Aileen; Bagci, Ulas; Hussein, Sarfaraz; Kelly, Patrick V.; Muzaffara, Razi; Neuschwander-Tetrib, Brent A.; Osmana, Medhat

Brown adipose tissue detected by PET/CT imaging is associated with less central obesity Journal Article

In: vol. Volume 38, , pp. pp. 629-635,, 2017.

Tags: Deep Learning | Links:

Idrees, Haroon; Zamir, Amir Roshan; Jiang, Yu-Gang; Gorban, Alex; Laptev, Ivan; Sukthankar, Rahul; Shah, Mubarak

The THUMOS Challenge on Action Recognition for Videos "in the Wild" Journal Article

In: Computer Vision and Image Understanding, 2017.

Tags: Deep Learning | Links:

Dehghan, Afshin; Shah, Mubarak

Binary Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes Journal Article

In: Transactions on Pattern Analysis and Machine Intelligence, 2017.

Tags: Crowd Analysis, Deep Learning | Links:

Rahmani, Hossein; Mian, Ajmal; Shah, Mubarak

Learning a Deep Model for Human Action Recognition from Novel Viewpoints Journal Article

In: Transactions on Pattern Analysis and Machine Intelligence, 2017.

Tags: Deep Learning | Links:

Komatsu, S.; Markman, A.; Mahalanobis, Abhijit; Chen, Kenny; Javidi, Bahram

Three-dimensional integral imaging and object detection using long-wave infrared imaging Journal Article

In: Applied Optics , 2017.

Tags: Deep Learning

Mahalanobis, Abhijit; Shilling, R.; Muise, Robert; Neifeld, Mark

High resolution imaging using a translating coded aperture Journal Article

In: Optical Engineering , vol. 56, no. 8, 2017.

Tags: Deep Learning

Prokaj, Jan; da Vitoria Lobo, Niels

Scale Space Based Grammar for Hand Detection Conference

Springer Lecture Notes in Computer Science, 2017.

Tags: REU

Finocchiaro, Jessica; Khan, AU; Borji, Ali

Egocentric Height Estimation Conference

WACV, 2017.

Tags: REU

Laurel, Jacob; and, Aidean Sharghi

Query-focused video summarization: Dataset, Evaluation, and a Memory Network Based Approach Conference

CVPR, 2017.

Tags: REU

Sharghi, Aidean; Laurel, J.; Gong, Boqing

Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2017.

Tags: REU

Spampinato, Concetto; Palazzo, Simone; Kavasidis, Isaak; Giordano, Daniela; Shah, Mubarak; Souly, Nasim

Deep Learning Human Mind for Automated Visual Classification Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2017.

Tags: Classification, CVPR, EEG/Brain | Links:

Komatsu, S.; Markman, A.; Mahalanobis, Abhijit; Chen, Kenny; Javidi, Bahram

Passive long-wave infrared three-dimensional integral imaging for face detection and depth estimation: an overview Proceedings

Three-Dimensional Imaging, Visualization, and Display , 2017.

Tags: Deep Learning | Links:

Hussein, Sarfaraz; Gillies, Robert; Cao, Kunlin; Song, Qi; Bagci, Ulas

TumorNET: Lung Nodule Characterization using Multi-View Convolutional Neural Network with Gaussian Process Conference

IEEE ISBI , 2017.

Tags: Deep Learning | Links:

Torosdagli, Nelisah; Liberton, Denise; Verma, Payal; Sincan, Murat; Lee, Janice; Pattanaik, Sumantha; Bagci, Ulas

Robust and Fully Automated Segmentation of Mandible from CT Scans Journal Article

In: IEEE ISBI 2017, 2017.

Tags: Deep Learning | Links:

Hou, Rui; Chen, Chen; Shah, Mubarak

An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos Conference

Cornell University Library, 2017.

Tags: Detection, Segmentation | Links:

Tesfaye, Yonatan Tariku; Zemene, Eyasu; Prati, Andrea; Pelillo, Marcello; Shah, Mubarak

Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets Journal Article

In: Cornell University Library, 2017.

Tags: Tracking | Links:

Green, Aileen; Bagci, Ulas; Hussein, Sarfaraz; Kelly, Patrick V.; Muzaffara, Razi; Neuschwander-Tetrib, Brent A.; Osmana, Medhat

Brown adipose tissue detected by PET/CT imaging is associated with less central obesity Journal Article

In: NuclearMedicine Communications, Volume 38, Issue 7, pp. 629-635, July, 2017.

Tags: Medical, Segmentation | Links:

Hussein, Sarfaraz; Cao, Kunlin; Song, Qi; Bagci, Ulas

Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning Conference

Cornell University Library, 2017.

Tags: Medical | Links:

Mazaheri, Amir; Zhang, Dong; Shah, Mubarak

Video Fill In the Blank using LR/RL LSTMs with Spatial-Temporal Attentions Conference

Cornell University Library, 2017.

Tags: Video Description | Links:

Palazzo, Simone; Spampinato, Concetto; Kavasidis, Isaak; Giordano, Daniela; Shah, Mubarak

Generative Adversarial Networks Conditioned by Brain Signals Conference

IEEE International Conference on Computer Vision (ICCV), 2017.

Tags: Deep Learning, EEG/Brain | Links:

LaLonde, Rodney; Zhang, Dong; Shah, Mubarak

Fully Convolutional Deep Neural Networks for Persistent Multi-Frame Multi-Object Detection in Wide Area Aerial Videos Conference

Cornell University Library, 2017.

Tags: Detection | Links:

Soomro, Khurram; Shah, Mubarak

Unsupervised Action Discovery and Localization in Videos Conference

Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017.

Tags: Deep Learning | Links:

Hou, Rui; Chen, Chen; Shah, Mubarak

Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos Conference

Cornell University Library, 2017.

Tags: Detection | Links:

Souly, Nasim; Spampinato, Concetto; Shah, Mubarak

Semi Supervised Semantic Segmentation Using Generative Adversarial Network Conference

IEEE International Conference on Computer Vision (ICCV), 2017.

Tags: Deep Learning | Links:

Fan, Deng-Ping; Cheng, Ming-Ming; Liu, Yun; Li, Tao; Borji, Ali

Structure-measure: A New Way to Evaluate Foreground Maps Conference

IEEE International Conference on Computer Vision (ICCV), 2017.

Tags: Deep Learning | Links:

Souly, Nasim; Spampinato, Concetto; Shah, Mubarak

Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network Conference

Cornell University Library, 2017.

Tags: Segmentation | Links:

Tavakoli, Hamed R.; Shetty, Rakshith; Borji, Ali; Laaksonen, Jorma

Paying Attention to Descriptions Generated by Image Captioning Models Conference

IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017.

Tags: Deep Learning | Links:

Wang, Tiantian; Borji, Ali; Zhang, Lihe; Zhang, Pingping; Lu, Huchuan

A Stagewise Refinement Model for Detecting Salient Objects in Images Conference

IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017.

Tags: Deep Learning | Links:

Zhang, Yang; David, P.; Gong, Boqing

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Conference

IEEE International Conference on Computer Vision (ICCV), Venice, Italy,, 2017.

Tags: Deep Learning | Links:

Gan, C.; Li, Y.; Li, H.; Sun, C.; Gong, Boqing

VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Conference

IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017.

Tags: Deep Learning | Links:

Prakash, Harish Ravi; Korostenskaja, Milena; Castillo, Eduardo; Lee, Ki; Baumgartner, James; Bagci, Ulas

Automatic Response Assessment in Regions of Language Cortex in Epilepsy Patients Using ECoG-based Functional Mapping and Machine Learning Conference

IEEE SMC, 2017.

Tags: Deep Learning | Links:

Mortazi, Aliasghar; Karim, Rashed; Rhode, Kawal; Burt, Jeremy; Bagci, Ulas

CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN Conference

MICCAI 2017,, 2017.

Tags: Deep Learning | Links:

Finocchiaro, Jessica; Khan, Aisha Urooj; Borji, Ali

Egocentric Height Estimation Conference

WACV , 2017.

Tags: Deep Learning | Links:

Kavasidis, Isaak; Palazzo, Simone; Spampinato, Concetto; Giordano, Daniela; Shah, Mubarak

Brain2Image: Converting Brain Signals into Images Conference

ACM Multimedia 25, Mountain View, CA, 2017.

Tags: Deep Learning, EEG/Brain | Links:

Tian, Yicong; Chen, Chen; Shah, Mubarak

Cross-View Image Matching for Geo-localization in Urban Environments Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017.

Tags: Deep Learning | Links:

Kalayeh, Mahdi M.; Gong, Boqing; Shah, Mubarak

Improving Facial Attribute Prediction using Semantic Segmentation Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017.

Tags: Deep Learning | Links:

Sharghi, Aidean; Laurel, J.; Gong, Boqing

Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017.

Tags: Deep Learning | Links:

Tavakoli, Hamed R.; Ahmed, Fawad; Borji, Ali; Laaksonen, Jorma

Revisiting visual saliency evaluation: analysis of scores, mouse clicks, and contextual annotations Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017.

Tags: Deep Learning | Links:

Hou, Qibin; Cheng, Ming-Ming; Hu, Xiao-Wei; Borji, Ali; Tu, Zhuowen; Torr, Philip

Deeply supervised salient object detection with short connections Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017.

Tags: Deep Learning | Links:

Celik, Haydar; Turkbey, Baris; Choyke, Peter; Cheng, Ruida; McCreedy, Evan; McAuliffe, Matthew; Khosravan, Naji; Bagci, Ulas; Wood, Bradford

Eye Tracking System for Prostate Cancer Diagnosis Using Multi-Parametric MRI Conference

25th Annual Conference on ISMRM, 2017.

Tags: Deep Learning | Links:

Mazaheri, Amir; Gong, Boqing; Shah, Mubarak

Learning a Multi-Concept Video Retrieval Model with Multiple Latent Variables Journal Article

In: IEEE International Symposium on. IEEE, 2017.

Tags: Deep Learning | Links:

Green, Aileen; Bagci, Ulas; Hussein, Sarfaraz; Kelly, Patrick V.; Muzaffara, Razi; Neuschwander-Tetrib, Brent A.; Osmana, Medhat

Brown adipose tissue detected by PET/CT imaging is associated with less central obesity Journal Article

In: NuclearMedicine Communications, 2017.

Tags: Deep Learning | Links:

Soomro, Khurram

Online, Supervised and Unsupervised Action Localization in Videos PhD Thesis

University of Central Florida, 2017.

Tags: Deep Learning | Links:

Souly, Nasim

Visual Saliency Detection and Semantic Segmentation PhD Thesis

University of Central Florida, 2017.

Tags: Deep Learning | Links:

Vaca-Castano, Gonzalo

Understanding Images and Videos Using Context PhD Thesis

University of Central Florida, 2017.

Tags: Deep Learning | Links:

Sultani, Waqas

Weekly Labeled Action Recognition and Detection PhD Thesis

University of Central Florida, 2017.

Tags: Deep Learning | Links:

Rawat, Yogesh Singh; Song, Mingli; Kankanhalli, Mohan

A spring-electric graph model for socialized group photography Journal Article

In: IEEE Transactions on Multimedia, vol. 20, no. 3, pp. 754–766, 2017.

Tags:

2016

Hussein, Sarfaraz; Green, Aileen; Watane, Arjun; Reiter, David; Chen, Xinjian; Papadakis, Georgios Z.; Wood, Bradford; Cypess, Aaron; Osman, Medhat; Bagci, Ulas

Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans Journal Article

In: IEEE Transactions on Medical Imaging, 2016.

Tags: Deep Learning | Links:

Borji, Ali; Feng, Mengyang; Lu, Huchuan

Vanishing point attracts gaze in free-viewing and visual search tasks Journal Article

In: Journal of Vision, 2016.

Tags: Deep Learning | Links:

Zhou, Y; Teomete, U; Dandin, O; Osman, O; Dandinoglu, T; Bagci, Ulas; Zhao, W

Computer-Aided Detection (CADx) for Plastic Deformation Fractures in Pediatric Forearm Journal Article

In: 2016.

Tags: Deep Learning | Links:

Papadakis, Georgios Z.; Millo, Corina; Sadowski, Samira M.; Bagci, Ulas; Patronas, Nicholas J.

Kidney Tumor in a von Hippel-Lindau (VHL) Patient With Intensely Increased Activity on 68Ga-DOTA-TATE PET/CT Journal Article

In: Clinical Nuclear Medicine, 2016.

Tags: Deep Learning | Links:

Vaca-Castano, Gonzalo; Das, Samarjit; Sousa, Joao P.; da Vitoria Lobo, Niels; Shah, Mubarak

Improved scene identification and object detection on egocentric vision of daily activities Journal Article

In: Computer Vision and Image Understanding, 2016.

Tags: Deep Learning | Links:

Papadakis, Georgios Z.; Millo, Corina; Sadowski, Samira M.; Bagci, Ulas; Patronas, Nicholas J.

Epididymal Cystadenomas in von Hippel-Lindau Disease Showing Increased Activity on 68Ga DOTATATE PET/CT, Journal Article

In: 2016.

Tags: Deep Learning | Links:

Papadakis, Georgios Z.; Millo, Corina; Sadowski, Samira M.; Bagci, Ulas; Patronas, Nicholas J.

Endolymphatic Sac Tumor Showing Increased Activity on 68Ga DOTATATE PET/CT Journal Article

In: Clinical Nuclear Medicine, 2016.

Tags: Deep Learning | Links:

Johnson, Reed F.; Bagci, Ulas; Keith, Lauren; Tang, Xianchun; Mollura, Daniel J.; Zeitlin, Larry; Qin, Jing; Huzella, Louis; Bartos, Christopher J.; Bohorova, Natasha; Bohorov, Ognian; Goodman, Charles; Kim, Do H.; Paulty, Michael H.; Velasco, Jesus; Whaley, Kevin J.; Johnson, Joshua C.; Pettitt, James; Ork, Britini L.; Solomon, Jeffrey; Oberlander, Nicholas; Zhu, Quan; Sun, Jiusong; Holbrook, Michael R.; Olinger, Gene; Baric, Ralph S.; Hensley, Lisa; Jahrling, Peter; Marasco, Wayne A.

3B11-N, a monoclonal antibody against MERS-CoV, reduces lung pathology in rhesus monkeys following intratracheal inoculation of MERS-CoV Jordan-n3/2012 Journal Article

In: Virology, 2016.

Tags: Deep Learning | Links:

Borji, Ali; Feng, Mengyang; Lu, Huchuan

Vanishing point attracts gaze in free-viewing and visual search tasks Journal Article

In: Journal of Vision, 2016.

Tags: Deep Learning | Links:

Candemir, Sema; Jaeger, Stefan; Antani, Sameer; Bagci, Ulas; Folio, Les R.; Xu, Ziyue; Thoma, George

Atlas-based Rib-Bone Detection in Chest X-rays Journal Article

In: Computerized Medical Imaging and Graphics, 2016.

Tags: Deep Learning | Links:

Wang, Jingwei; Borji, Ali; Kuo, C. -C. Jay; Itti, Laurent

Learning a combined model of visual saliency for fixation prediction Journal Article

In: IEEE Transactions on Image Processing, 2016.

Tags: Deep Learning | Links:

Johnson, Reed F.; Bagci, Ulas; Keith, Lauren; Tang, Xianchun; Mollura, Daniel J.; Zeitlin, Larry; Qin, Jing; Huzella, Louis; Bartos, Christopher J.; Bohorova, Natasha; Bohorov, Ognian; Goodman, Charles; Kim, Do H.; Paulty, Michael H.; Velasco, Jesus; Whaley, Kevin J.; Johnson, Joshua C.; Pettitt, James; Ork, Britini L.; Solomon, Jeffrey; Oberlander, Nicholas; Zhu, Quan; Sun, Jiusong; Holbrook, Michael R.; Olinger, Gene; Baric, Ralph S.; Hensley, Lisa; Jahrling, Peter; Marasco, Wayne A.

3B11-N, a monoclonal antibody against MERS-CoV, reduces lung pathology in rhesus monkeys following intratracheal inoculation of MERS-CoV Jordan-n3/2012 Journal Article

In: 2016.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit

Pixel Resolution Improvement using a Sliding Mask (PRISM) Journal Article

In: Imaging and Applied Optics Congress, 2016.

Tags: Deep Learning

Mahalanobis, Abhijit; Javidi, Bahram; Chen, Kenny

Integral Imaging for long range and obscured environments Proceedings

Imaging and Applied Optics Congress, 2016.

Tags: Deep Learning

Forman, Arthur; Mahalanobis, Abhijit

Restoration of randomly sampled blurred images Proceedings

Automatic Target Recognition XXVI, 2016.

Tags: Deep Learning

Assari, Shayan Modiri; Idrees, Haroon; Shah, Mubarak

Human Re-identification in Crowd Videos using Personal, Social and Environmental Constraints Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Crowd Analysis, Deep Learning | Links:

Hou, Rui; Sukthankar, Rahul; Shah, Mubarak

Real-Time Temporal Action Localization in Untrimmed Videos by Sub-Action Discovery Conference

BMVC 2017, London, UK, 2016.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit

Tracker-aided adaptive multi-frame recognition of a specific target Proceedings

no. 9844-39, 2016.

Tags: Deep Learning

Tian, Yicong; Shah, Mubarak

On Duality Of Multiple Target Tracking and Semgentation Conference

Cornell University Library, 2016.

Tags: Segmentation, Tracking | Links:

Sultani, Waqas; Shah, Mubarak

Automatic Action Annotation in Weakly Labeled Videos Conference

Cornell University Library, 2016.

Tags: Classification, Detection | Links:

Zhang, Dong; Shah, Mubarak

A Framework for Human Pose Estimation in Videos Conference

Cornell University Library, 2016.

Tags: Deep Learning | Links:

Idrees, Haroon; Zamir, Amir Roshan; Jiang, Yu-Gang; Gorban, Alex; Laptev, Ivan; Sukthankar, Rahul; Shah, Mubarak

The THUMOS Challenge on Action Recognition for Videos "in the Wild" Journal Article

In: Cornell University Library,, 2016.

Tags: Deep Learning | Links:

Dehghan, Afshin; Shah, Mubarak

Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes Conference

Cornell University Library, 2016.

Tags: Deep Learning | Links:

Castelli, Thomas; Sharghi, Aidean; Harper, Don; Tremeau, Alain; Shah, Mubarak

Autonomous navigation for low-altitude UAVs in urban areas Conference

Cornell University Library, 2016.

Tags: Deep Learning | Links:

Buty, Mario; Xu, Ziyue; Gao, Mingchen; Bagci, Ulas; Wu, Aaron; Mollura, Daniel J.

Characterization of Lung Nodule Malignancy using Hybrid Shape and Appearance Features Conference

MICCAI 2016, 2016.

Tags: Deep Learning | Links:

Khosravan, Naji; Celik, Haydar; Turkbey, Baris; Cheng, Ruida; McCreedy, Evan; McAuliffe, Matthew; Sandra Bednarova,; Jones, Elizabeth; Chen, Xinjian; Choyke, Peter; Wood, Bradford; Bagci, Ulas

Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation Conference

Medical Computer Vision, 2016.

Tags: Deep Learning | Links:

Bylinskii, Zoya; Recasens, Adria; Borji, Ali; Oliva, Aude; Torralba, Antonio; Durand, Fredo

Where should saliency models look next? Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Deep Learning | Links:

Ardeshir, Shervin; Borji, Ali

Ego2Top: Matching Viewers in Egocentric and Top-view Videos Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Deep Learning | Links:

Gan, C.; Sun, C.; Duan, L.; Gong, Boqing

Webly-Supervised Video Recognition by Mutually Voting for Relevant Web Images and Web Video Frames Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Deep Learning | Links:

Sharghi, Aidean; Gong, Boqing; Shah, Mubarak

Query-Focused Extractive Video Summarization Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Deep Learning | Links:

Feng, Mengyang; Borji, Ali; Lu, Huchuan

Fixation prediction with a combined model of bottom-up saliency and vanishing point Conference

Proceedings of WACV, 2016.

Tags: Deep Learning | Links:

Chao, W-L.; Changpinyo, S.; Gong, Boqing; Sha, F.

An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Deep Learning | Links:

Borji, Ali; Izadi, Saeed; Itti, Laurent

iLab-20M: A large-scale controlled object dataset to investigate deep learning Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Tags: Deep Learning | Links:

Changpinyo, S.; Chao, W.; Gong, Boqing; Sha, F.

Synthesized Classifiers for Zero-Shot Learning Conference

Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Tags: Deep Learning | Links:

Gan, C.; Yang, T.; Gong, Boqing

Learning Attributes Equals Multi-Source Domain Generalization Conference

Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Tags: Deep Learning | Links:

Soomro, Khurram; Idrees, Haroon; Shah, Mubarak

Predicting the Where and What of actors and actions through Online Action Localization Conference

Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Tags: Deep Learning | Links:

Souly, Nasim; Shah, Mubarak

Scene Labeling Using Sparse Precision Matrix Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Tags: Deep Learning | Links:

Sultani, Waqas; Shah, Mubarak

What if we do not have multiple videos of the same action? - Video Action Localization Using Web Images Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Tags: Deep Learning | Links:

Zhang, Yang; Gong, Boqing; Shah, Mubarak

Fast Zero-Shot Image Tagging Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.

Tags: Deep Learning, Zero-Shot Learning | Links:

Zhang, Dong

Spatiotemporal Graphs for Object Segmentation and Human Pose Estimation in Videos PhD Thesis

University of Central Florida, 2016.

Tags: Deep Learning | Links:

Dehghan, Afshin

Global Data Association for Multiple Pedestrian Tracking PhD Thesis

University of Central Florida, 2016.

Tags: Deep Learning | Links:

Zhou, Y; Teomete, U; Dandin, O; Osman, O; Dandinoglu, T; Bagci, Ulas; Zhao, W

Computer-Aided Detection (CADx) for Plastic Deformation Fractures in Pediatric Forearm Journal Article

In: Computers in Biology and Medicine, 2016.

Tags: Deep Learning | Links:

Rawat, Yogesh Singh; Kankanhalli, Mohan

ConTagNet: Exploiting user context for image tag recommendation Proceedings Article

In: Proceedings of the 24th ACM international conference on Multimedia, pp. 1102–1106, 2016.

Tags:

Rawat, Yogesh Singh; Kankanhalli, Mohan

Clicksmart: A context-aware viewpoint recommendation system for mobile photography Journal Article

In: IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 1, pp. 149–158, 2016.

Tags:

2015

Papadakis, Georgios Z.; Millo, Corina; Bagci, Ulas; Sadowski, Samira M.; Stratakis, Constantine A.

Schmorl Nodes Can Cause Increased 68Ga DOTATATE Activity on PET/CT, Mimicking Metastasis in Patients With Neuroendocrine Malignancy Journal Article

In: Clinical Nuclear Medicine, 2015.

Tags: Deep Learning | Links:

Dehghan, Afshin; Oreifej, Omar; Shah, Mubarak

Complex event recognition using constrained low-rank representation Journal Article

In: Image and Vision Computing (IVC), 2015.

Tags: Deep Learning | Links:

Idrees, Haroon; Soomro, Khurram; Shah, Mubarak

Detecting Humans in Dense Crowds using Locally-Consistent Scale Prior and Global Occlusion Reasoning Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.

Tags: Crowd Analysis, Deep Learning | Links:

Souly, Nasim; Shah, Mubarak

Visual Saliency Detection Using Group Lasso Regularization in Videos of Natural Scenes Journal Article

In: International Journal of Computer Vision, 2015.

Tags: Deep Learning | Links:

Wang, Lingshu; Shi, Wei; Joyce, M. Gordon; Modjarrad, Kayvon; Zhang, Yi; Leung, Kwanyee; Lees, Christopher R.; Zhou, Tongqing; Yassine, Hadi M.; Kanekiyo, Masaru; Yang, Zhi-yong; Chen, Xinjian; Becker, Michelle M.; Freeman, Megan; Vogel, Leatrice; Johnson, Joshua C.; Olinger, Gene; Todd, John P.; Bagci, Ulas; Solomon, Jeffrey; Mollura, Daniel J.; Hensley, Lisa; Jahrling, Peter; Denison, Mark R.; Rao, Srinivas S.; Subbarao, Kanta; Kwong, Peter D.; Mascola, John R.; Kong, Wing-Pui; Graham, Barney S.

Evaluation of Candidate Vaccine Approaches for MERS-CoV Journal Article

In: Nature Communications, 2015.

Tags: Deep Learning | Links:

Camp, Jeremy V.; Bagci, Ulas; Chu, Y.; Squier, B.; Fraig, M.; Uriarte, S. M.; Guo, H.; Mollura, Daniel J.; Jonsson, Colleen B.

Lower Respiratory Tract Infection of the Ferret by 2009 H1N1 Pandemic Influenza A Virus Triggers Biphasic Systemic and Local Neutrophil Recruitment Journal Article

In: Journal of Virology, 2015.

Tags: Deep Learning | Links:

Xu, Ziyue; Bagci, Ulas; Foster, Brent; Mansoor, Awais; Udupa, Jayaram K.; Mollura, Daniel J.

A Hybrid Method for Airway Segmentation and Automated Measurement of Bronchial Wall Thickness on CT Journal Article

In: Medical Image Analysis, 2015.

Tags: Deep Learning | Links:

Kalayeh, Mahdi M.; Seifu, Misrak; LaLanne, Wesna; Shah, Mubarak

How to Take a Good Selfie? Conference

ACM Multimedia Conference, 2015.

Tags: REU

Chen, Kenny; Stanfill, Robert; Mahalanobis, Abhijit

Aided target recognition using hyperdimensional manifolds Proceedings

Automatic Target Recognition XXV, 2015.

Tags: Deep Learning

Chen, Kenny; Mahalanobis, Abhijit; Stanfill, Robert; Javidi, Bahram

Integral imaging for anti-access/area denial environments Proceedings

Three-Dimensional Imaging, Visualization, and Display , 2015.

Tags: Deep Learning

Veras, J.; Muise, Robert; Hines, K.; Mahalanobis, Abhijit; Neifeld, Mark

Computational imaging in a multiplexed imager with static multispectral encoding Proceedings

Compressive Sensing IV, 2015.

Tags: Deep Learning

Hussein, Sarfaraz; Bagci, Ulas

Transferability of 3D CNN features for Organ Detection Conference

NIPS 2015 Workshop on Machine Learning in Healthcare, 2015.

Tags: Deep Learning

Soomro, Khurram; Khokhar, Salman; Shah, Mubarak

Tracking when the camera looks away Conference

International Conference on Computer Vision Workshop (ICCVW), 2015.

Tags: Deep Learning

Zhang, Dong; Shah, Mubarak

Human Pose Estimation in Videos Conference

International Conference on Computer Vision (ICCV), 2015.

Tags: Deep Learning | Links:

Soomro, Khurram; Idrees, Haroon; Shah, Mubarak

Action Localization in Videos through Context Walk Conference

International Conference on Computer Vision (ICCV), 2015.

Tags: Deep Learning | Links:

Gao, Mingchen; Bagci, Ulas; Lu, Le; Wu, A.; Buty, Mario; Shin, H-C.; Roth, H.; Papadakis, Georgios Z.; Depeursinge, A.; Summers, R. M.; Xu, Ziyue; Mollura, Daniel J.

Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks Conference

2015.

Tags: Deep Learning | Links:

Vaca-Castano, Gonzalo; Shah, Mubarak

Semantic Image Search From Multiple Query Images Conference

ACM Multimedia Conference 2015 (ACMMM 2015), 2015.

Tags: Deep Learning | Links:

Kalayeh, Mahdi M.; Seifu, Misrak; LaLanne, Wesna; Shah, Mubarak

How to Take a Good Selfie? Conference

ACM Multimedia Conference 2015 (ACMMM 2015), 2015.

Tags: Deep Learning | Links:

Bagci, Ulas; Papadakis, Georgios Z.; Xu, Ziyue; Green, Aileen; Osman, Medhat; Shah, Mubarak

Nuclear Medicine Meets Computer Vision: Increasing Role of Computerized Detection, Tracking, Diagnosis, and Quantification of PET/CT and PET/MRI Studies Conference

SNMMI (Society of Nuclear Medicine and Molecular Imaging) Conference 2015, 2015.

Tags: Deep Learning

Green, Aileen; Bagci, Ulas; Kelly, Patrick V.; Osman, Medhat

Brown adipose tissue detected by FDG PET/CT is associated with less central obesity compared to body mass index matched controls Conference

SNMMI (Society of Nuclear Medicine and Molecular Imaging) Conference 2015., 2015.

Tags: Deep Learning

Green, Aileen; Bagci, Ulas; Kelly, Patrick V.; Osman, Medhat

Brown Adipose Tissue Detected by FDG PET/CT is Associated with Less Visceral Fat Conference

SNMMI (Society of Nuclear Medicine and Molecular Imaging) Conference 2015, 2015.

Tags: Deep Learning

Dehghan, Afshin; Tian, Yicong; Torr, Philip; Shah, Mubarak

Target Identity-aware Network Flow for Online Multiple Target Tracking Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), 2015.

Tags: Deep Learning | Links:

Dehghan, Afshin; Assari, Shayan Modiri; Shah, Mubarak

GMMCP-Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), 2015.

Tags: Deep Learning | Links:

Ardeshir, Shervin; Collins-Sibley, Kofi Malcolm; Shah, Mubarak

Geo-semantic Segmentation Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), 2015.

Tags: Deep Learning, Geo-Localization, REU, Semantic Segmentation | Links:

Xu, Ziyue; Bagci, Ulas; Gao, Mingchen; Mollura, Daniel J.

Highly Precise Partial Volume Correction for PET Images: An Iterative Approach via Shape Consistency Conference

IEEE International Symposium of Biomedical Imaging (ISBI), 2015.

Tags: Deep Learning | Links:

Borzeshi, Ehsan Zare; Dehghan, Afshin; Piccardi, Massimo; Shah, Mubarak

Complex Event Recognition by Latent Temporal Models of Concepts Conference

ICIP 2014, 2015.

Tags: Deep Learning | Links:

Papadakis, Georgios Z.; Millo, Corina; Bagci, Ulas; Patronas, Nicholas J.; Stratakis, Constantine A.

Talc Pleurodesis with intense 18F-FDG activity but no 68Ga-DOTA-TATE activity on PET/CT Journal Article

In: Clinical Nuclear Medicine, 2015.

Tags: Deep Learning | Links:

Mansoor, Awais; Bagci, Ulas; Foster, Brent; Xu, Ziyue; Papadakis, Georgios Z.; Folio, Les R.; Udupa, Jayaram K.; Mollura, Daniel J.

Segmentation and Image Analysis of Abnormal Lungs at CT: Current Approaches, Challenges, and Future Trends Journal Article

In: Radiographics , 2015.

Tags: Deep Learning | Links:

Papadakis, Georgios Z.; Bagci, Ulas; Sadowski, Samira M.; Patronas, Nicholas J.; Stratakis, Constantine A.

Ectopic ACTH and CRH co-secreting tumor localized by 68Ga-DOTA-TATE PET/CT Journal Article

In: Clinical Nuclear Medicine, 2015.

Tags: Deep Learning | Links:

Kalayeh, Mahdi M; Mussmann, Stephen; Petrakova, Alla; da Vitoria Lobo, Niels; Shah, Mubarak

Understanding trajectory behavior: A motion pattern approach Journal Article

In: arXiv, 2015.

Abstract | Tags: Motion Patterns | Links:

Rawat, Yogesh Singh; Kankanhalli, Mohan

Context-aware photography learning for smart mobile devices Journal Article

In: ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 12, no. 1s, pp. 1–24, 2015.

Tags:

Rawat, Yogesh Singh

Real-time assistance in multimedia capture using social media Proceedings Article

In: Proceedings of the 23rd ACM international conference on Multimedia, pp. 641–644, 2015.

Tags:

2014

Mahalanobis, Abhijit; Muise, Robert; Roy, S.

Efficient target detection using an adaptive compressive imager Journal Article

In: IEEE Transactions on Aerospace and Electronic Systems, vol. 50, no. 4, pp. 2528-2540, 2014.

Tags: Deep Learning

Dehghan, Afshin; Ortiz, Enrique G.; Villegas, Ruben; Shah, Mubarak

Who Do I Look Like? Determining Parent-Offspring Resemblance via Genetic Features Conference

CVPR , 2014.

Tags: REU

Mahalanobis, Abhijit; Muise, Robert; Roy, S.

Adaptive compressive sensing for target detection Proceedings

SPIE, vol. 9090, 2014.

Tags: Deep Learning

Mahalanobis, Abhijit; Neifeld, Mark

Optimizing Measurements for Feature Specific Compressive Sensing Journal Article

In: Applied Optics , vol. 53, no. 26, pp. 6108-6118, 2014.

Tags: Deep Learning

Mahalanobis, Abhijit; Shilling, Robert; Murphy, Robert; Muise, R.

Recent results of medium wave infrared compressive sensing Journal Article

In: Applied Optics , vol. 53, no. 34, pp. 8060-8070, 2014.

Tags: Deep Learning

Shu, Guang

Human Detection, Tracking and Segmentation in Surveillance Video PhD Thesis

University of Central Florida, 2014.

Tags: Deep Learning | Links:

Zamir, Amir Roshan; Shah, Mubarak

Image Geo-localization Based on Multiple Nearest Neighbor Feature Matching Using Generalized Graphs Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014.

Tags: Deep Learning, Geo-Localization, Video Geo-localization | Links:

Dey, Soumyabrata; Rao, A. Ravishankar; Shah, Mubarak

Attributed graph distance measure for automatic detection of Attention Deficit Hyperactive Disordered subjects Journal Article

In: Frontiers in Neural Circuits, 2014.

Tags: Deep Learning | Links:

Hou, Rui; Zamir, Amir Roshan; Sukthankar, Rahul; Shah, Mubarak

DaMN - Discriminative and Mutually Nearest: Exploiting Pairwise Category Proximity for Video Action Recognition Conference

ECCV 2014, 2014.

Tags: Deep Learning | Links:

Idrees, Haroon

Visual Analysis of Extremely Dense Crowded Scenes PhD Thesis

University of Central Florida, 2014.

Tags: Deep Learning | Links:

Dey, Soumyabrata

Automatic Detection of Brain Functional Disorder Using Imaging Data PhD Thesis

University of Central Florida, 2014.

Tags: Deep Learning | Links:

Smeulders, Arnold W. M.; Chu, Dung M.; Cucchiara, Rita; Calderara, Simone; Dehghan, Afshin; Shah, Mubarak

Visual Tracking: an Experimental Survey Journal Article

In: IEEE Transaction on Pattern Analysis and Machine Intelligence, 2014.

Tags: Deep Learning | Links:

Borzeshi, Ehsan Zare; Dehghan, Afshin; Piccardi, Massimo; Shah, Mubarak

Complex Event Recognition by Latent Temporal Models of Concepts Conference

ICIP 2014, 2014.

Tags: Deep Learning | Links:

Bhattacharya, Subhabrata; Mehran, Ramin; Sukthankar, Rahul; Shah, Mubarak

Classification of Cinematographic Shots using Lie Algebra and its Application to Complex Event Recognition Journal Article

In: IEEE Transactions on Multimedia, 2014.

Tags: Deep Learning | Links:

Yang, Yang; Shah, Mubarak

Learning Discriminative Features and Metrics for Measuring Action Similarity Conference

ICIP 2014, 2014.

Tags: Deep Learning | Links:

Idrees, Haroon; Warner, Nolan; Shah, Mubarak

Tracking in dense crowds using prominence and neighborhood motion concurrence Journal Article

In: Image and Vision Computing, 2014.

Tags: Crowd Analysis, Deep Learning | Links:

Zamir, Amir Roshan; Ardeshir, Shervin; Shah, Mubarak

GPS-Tag Refinement using Random Walks with an Adaptive Damping Factor Conference

CVPR 2014, 2014.

Tags: Deep Learning, Geo-Localization | Links:

Bhattacharya, Subhabrata; Kalayeh, Mahdi M.; Sukthankar, Rahul; Shah, Mubarak

Recognition of Complex Events exploiting Temporal Dynamics between Underlying Concepts Conference

CVPR 2014, 2014.

Tags: Deep Learning | Links:

Ardeshir, Shervin; Zamir, Amir Roshan; Torroella, Alejandro; Shah, Mubarak

GIS-Assisted Object Detection and Geospatial Localization Conference

ECCV 2014, 2014.

Tags: Deep Learning, Geo-Localization, GIS, Object Detection, REU | Links:

Zhang, Dong; Javed, Omar; Shah, Mubarak

Video Object Co-Segmentation by Regulated Maximum Weight Cliques Conference

ECCV 2014, 2014.

Tags: Deep Learning | Links:

Ortiz, Enrique G.

Taming Wild Faces: Web-Scale, Open-Universe Face Identification in Still and Video Imagery PhD Thesis

University of Central Florida, 2014.

Tags: Deep Learning | Links:

Zamir, Amir Roshan

Visual Geo-Localization and Location-Aware Image Understanding PhD Thesis

University of Central Florida, 2014.

Tags: Deep Learning, Geo-Localization, GMCP, Video Geo-localization | Links:

Dehghan, Afshin; Idrees, Haroon; Shah, Mubarak

Improving Semantic Concept Detection through the Dictionary of Visually-distinct Elements Conference

CVPR 2014, 2014.

Tags: Deep Learning | Links:

Assari, Shayan Modiri; Zamir, Amir Roshan; Shah, Mubarak

Video Classification using Semantic Concept Co-occurrences Conference

CVPR 2014, 2014.

Tags: Deep Learning | Links:

Dehghan, Afshin; Ortiz, Enrique G.; Villegas, Ruben; Shah, Mubarak

Who Do I Look Like? Determining Parent-Offspring Resemblance via Genetic Features Conference

CVPR 2014, 2014.

Tags: Deep Learning | Links:

Kalayeh, Mahdi M.; Idrees, Haroon; Shah, Mubarak

NMF-KNN: Image Annotation using Weighted Multi-View Non-Negative Matrix Factorization Conference

CVPR 2014, 2014.

Tags: Deep Learning | Links:

Sultani, Waqas; Saleemi, Imran

Human Action Recognition across Datasets by Foreground-weighted Histogram Decomposition Conference

CVPR 2014, 2014.

Tags: Deep Learning | Links:

Xu, Ziyue; Bagci, Ulas; Mansoor, Awais; Kramer-Marek, Gabriela; Luna, Brian; Kubler, Andre; Dey, Bappaditya; Foster, Brent; Papadakis, Georgios Z.; Camp, Jeremy V.; Jonsson, Colleen B.; Bishai, William R.; Jain, Sanjay; Udupa, Jayaram K.; Mollura, Daniel J.

Computer-aided pulmonary image analysis in small animal models Journal Article

In: Medical Physics, 2014.

Tags: Deep Learning | Links:

Idrees, Haroon; Warner, Nolan; Shah, Mubarak

Tracking in dense crowds using prominence and neighborhood motion concurrence Conference

Image and Vision Computing, 2014.

Tags: Crowd Analysis, REU

Rawat, Yogesh Singh; Kankanhalli, Mohan

Context-based photography learning using crowdsourced images and social media Proceedings Article

In: Proceedings of the 22nd ACM international conference on Multimedia, pp. 217–220, 2014.

Tags:

2013

Izadinia, Hamid; Shah, Mubarak

Recognizing Complex Events using Large Margin Joint Low-Level Event Model Conference

European Conference on Computer Vision 2012, 2013.

Tags: Deep Learning | Links:

Han, Z.; Masood, S. Z.; Hochreiter, J.; Fonte, S.; Tappen, M. F.

Album-Oriented Face Recognition For Online Social Networks Conference

IEEE International Conference on Automatic Face and Gesture Recognition, 2013.

Tags: REU

Ortiz, Enrique G.; Wright, Alan; Shah, Mubarak

Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-based Classification Conference

Computer Vision and Pattern Recognition, 2013.

Tags: REU

Idrees, Haroon; Saleemi, Imran; Seibert, Cody; Shah, Mubarak

Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images Conference

Computer Vision and Pattern Recognition, 2013.

Tags: REU

Gupta, P.; da Vitoria Lobo, Niels; LaViola, J. J.; Harter, Jon; Napieralski, Phillip

Markerless Tracking And Gesture Recognition Using Polar Correlation of Camera Optical Flow Conference

Machine Vision and Applications Journal, 2013.

Tags: REU

Cho, Myungjin; Mahalanobis, Abhijit; Javidi, Bahram; Barnard, K. J

3D automatic target recognition of passive photon counting integral imaging using advanced correlation filters Proceedings

Online Technical Digest, 2013.

Tags: Deep Learning

Rodriguez, Andres; Boddeti, V. N.; Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Maximum Margin Correlation Filter: A New Approach for Localization and Classification Journal Article

In: IEEE Transactions on Image Processing, 2013.

Tags: Deep Learning

Javidi, Bahram; Cho, Myungjin; Moon, I.; Anand, A.; Martinez-Corral, M.; Stern, A.; Mahalanobis, Abhijit; Zalevsky, Z.

3D imaging and visualization: An overview of recent advances Workshop

Information Optics (WIO), , 2013.

Tags: Deep Learning

Mahalanobis, Abhijit; Xiao, X.; Rivenson, Y.; Horisaki, R.; Stern, A.; Tanida, J.; Javidi, Bahram

3D Imaging with Compressive Sensing Journal Article

In: Imaging Systems and Applications (ISA), 2013.

Tags: Deep Learning

Solmaz, Berkan; Assari, Shayan Modiri; Shah, Mubarak

Classifying Web Videos using a Global Video Descriptor Journal Article

In: Machine Vision and Applications (MVA), 2013.

Tags: Deep Learning | Links:

Zhang, Dong; Oreifej, Omar; Shah, Mubarak

Face Verification Using Boosted Cross-Image Features Technical Report

Technical Report, 2013.

Tags: Deep Learning | Links:

Khokhar, Salman; Saleemi, Imran; Shah, Mubarak

Multi-agent event recognition by preservation of spatiotemporal relationships between probabilistic models Journal Article

In: Image and Vision Computing, 2013.

Tags: Deep Learning, Human Action and Activity Recognition, Motion Patterns | Links:

Saleemi, Imran; Shah, Mubarak

Multiframe Many-Many Point Correspondence for Vehicle Tracking in High Density Wide Area Aerial Videos Journal Article

In: International Journal of Computer Vision, 2013.

Tags: Deep Learning, Drone Video Analysis, UAV Video Analysis | Links:

Yang, Yang; Saleemi, Imran; Shah, Mubarak

Discovering Motion Primitives for Unsupervised Grouping and One-Shote Learning of Human Actions, Gestures, and Expressions Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2013.

Tags: Deep Learning | Links:

Reddy, Kishore; Shah, Mubarak

Recognizing 50 Human Action Categories of Web Videos Journal Article

In: Machine Vision and Applications (MVA), 2013.

Tags: Deep Learning | Links:

Yang, Yang

Learning Hierarchichal Representations for Video Analysis Using Deep Learning PhD Thesis

University of Central Florida, 2013.

Tags: Deep Learning | Links:

Jiang, Yu-Gang; Bhattacharya, Subhabrata; Chang, Shih-Fu; Shah, Mubarak

High-level event recognition in unconstrained videos Journal Article

In: International Journal for Multimedia Information Retrieval, 2013.

Tags: Deep Learning | Links:

Bhattacharya, Subhabrata

Recognition of Complex Events in Open-Source Web-Scale Videos: Features, Intermediate Representations and their Temporal Interactions PhD Thesis

University of Central Florida, 2013.

Tags: Deep Learning | Links:

Solmaz, Berkan

Holistic Representations for Activities and Crowd Behaviors PhD Thesis

University of Central Florida, 2013.

Tags: Deep Learning | Links:

Oreifej, Omar

Robust Subspace Estimation Using Low-Rank Optimization Theory and Applications in Scene Reconstruction, Video De-noising, and Activity Recognition PhD Thesis

University of Central Florida, 2013.

Tags: Deep Learning | Links:

Zamir, Amir Roshan; Dehghan, Afshin; Shah, Mubarak

Visual Business Recognition - A Multimodal Approach Conference

ACM Multimedia 2013, 2013.

Tags: Deep Learning, Geo-Localization, Video Geo-localization | Links:

Bhattacharya, Subhabrata

Recognition of Complex Events in Open-Source Web-Scale Videos: A Bottom up approach Conference

ACM Multimedia 2013 Doctoral Symposium, 2013.

Tags: Deep Learning | Links:

Shu, Guang; Dehghan, Afshin; Shah, Mubarak

Improving an Object Detector and Extracting Regions using Superpixels Conference

Computer Vision and Pattern Recognition 2013, 2013.

Tags: Deep Learning | Links:

Gupta, P.; da Vitoria Lobo, Niels; LaViola, J. J.; Harter, Jon; Napieralski, Phillip

Markerless Tracking And Gesture Recognition Using Polar Correlation of Camera Optical Flow Journal Article

In: Machine Vision and Applications Journal, 2013.

Tags: Deep Learning | Links:

Yang, Yang; Shu, Guang; Shah, Mubarak

Semi-supervised Learning of Feature Hierarchies for Object Detection in a Video Conference

Computer Vision and Pattern Recognition, 2013.

Tags: Deep Learning | Links:

Tian, Yicong; Sukthankar, Rahul; Shah, Mubarak

Spatiotemporal Deformable Part Models for Action Detection Conference

Computer Vision and Pattern Recognition, 2013.

Tags: Deep Learning | Links:

Izadinia, Hamid; Saleemi, Imran; Shah, Mubarak

Multimodal Analysis for Identification and Segmentation of Moving-Sounding Objects Journal Article

In: IEEE Transactions on Multimedia, 2013.

Tags: Deep Learning | Links:

Oreifej, Omar; Li, Xin; Shah, Mubarak

Simultaneous Video Stabilization and Moving Object Detection in Turbulence Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013.

Tags: Deep Learning | Links:

Reilly, Vladimir; Solmaz, Berkan; Shah, Mubarak

Shadow Casting Out Of Plane (SCOOP) Candidates for Human and Vehicle Detection in Aerial Imagery Journal Article

In: International Journal of Computer Vision, 2013.

Tags: Deep Learning | Links:

Idrees, Haroon; Saleemi, Imran; Seibert, Cody; Shah, Mubarak

Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images Conference

Computer Vision and Pattern Recognition, 2013.

Tags: Deep Learning | Links:

Zhang, Dong; Javed, Omar; Shah, Mubarak

Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions Conference

Computer Vision and Pattern Recognition 2013, 2013.

Tags: Deep Learning | Links:

Ortiz, Enrique G.; Wright, Alan; Shah, Mubarak

Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-based Classification Conference

Computer Vision and Pattern Recognition, 2013.

Tags: Deep Learning | Links:

Oreifej, Omar; Liu, Zicheng

HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences Conference

Computer Vision and Pattern Recognition 2013, 2013.

Tags: Deep Learning | Links:

2012

Idrees, Haroon; Saleemi, Imran; Shah, Mubarak

Statistical Inference of Motion in the Invisible Conference

European Conference on Computer Vision, 2012.

Tags: Crowd Analysis, Deep Learning | Links:

Dey, Soumyabrata; Reilly, Vladimir; Saleemi, Imran; Shah, Mubarak

Detection of Independently Moving Objects in Non-planar Scenes via Multi-Frame Monocular Epipolar Constraint Conference

2012.

Tags: Deep Learning | Links:

Izadinia, Hamid; Shah, Mubarak

Recognizing Complex Events using Large Margin Joint Low-Level Event Model Conference

European Conference on Computer Vision 2012, 2012.

Tags: Deep Learning | Links:

Izadinia, Hamid; Saleemi, Imran; Li, Wenhui; Shah, Mubarak

(MP)2T: Multiple People Multiple Parts Tracker Conference

European Conference on Computer Vision, 2012.

Tags: Deep Learning | Links:

Zamir, Amir Roshan; Dehghan, Afshin; Shah, Mubarak

GMCP-Tracker: Global Multi-object Tracking Using Generalized Minimum Clique Graphs Conference

European Conference on Computer Vision 2012, 2012.

Tags: Clustering, Deep Learning, GMCP, Tracking | Links:

Yang, Yang; Shah, Mubarak

Complex Events Detection using Data-driven Concepts Conference

European Conference on Computer Vision , 2012.

Tags: Deep Learning | Links:

Vaca-Castano, Gonzalo; Zamir, Amir Roshan; Shah, Mubarak

City Scale Geo-Spatial Trajectory Estimation of a Moving Camera Conference

Computer Vision and Pattern Recognition 2012, 2012.

Tags: Deep Learning, Geo-Localization, Video Geo-localization | Links:

Shu, Guang; Dehghan, Afshin; Oreifej, Omar; Hand, Emily; Shah, Mubarak

Part-based Multiple-Person Tracking with Partial Occlusion Handling Conference

Computer Vision and Pattern Recognition, 2012.

Tags: Deep Learning | Links:

Dehghan, Afshin; Idrees, Haroon; Zamir, Amir Roshan; Shah, Mubarak

Keynote: Automatic Detection and Tracking of Pedestrians in Videos with Various Crowd Densities Conference

6th International Conference on Pedestrian and Evacuation Dynamics, 2012.

Tags: Crowd Analysis, Deep Learning | Links:

Reddy, Kishore; Solmaz, Berkan; Yan, Pingkun; Avgeropoulos, Nicholas G.; Rippe, David J.; Shah, Mubarak

Confidence Guided Enhancing Brain Tumor Segmentation in Multi-Parametric MRI Conference

International Symposium on Biomedical Imaging (ISBI), 2012.

Tags: Deep Learning | Links:

McCall, Corey; Reddy, Kishore; Shah, Mubarak

Macro-Class Selection for Hierarchical K-NN Classification of Inertial Sensor Data Conference

Second International Conference on Pervasive and Embedded Computing and Communication Systems, 2012.

Tags: Deep Learning | Links:

Solmaz, Berkan; Dey, Soumyabrata; Rao, A. Ravishankar; Shah, Mubarak

ADHD classification using bag of words approach on network features Conference

SPIE Medical Imaging Conference, 2012.

Tags: Deep Learning | Links:

Soomro, Khurram; Zamir, Amir Roshan; Shah, Mubarak

UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild Technical Report

Technical Report, 2012.

Tags: Deep Learning | Links:

Cho, Myungjin; Mahalanobis, Abhijit; Javidi, Bahram

Automatic target recognition of 3D objects under photon starved condition using advanced correlation filters Proceedings

SPIE, 2012.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert

A compressive sensor concept for target detection Proceedings

SPIE, vol. 8398, 2012.

Tags: Deep Learning

Cho, Myungjin; Mahalanobis, Abhijit; Javidi, Bahram

3D passive integral imaging using compressive sensing Journal Article

In: Optics Express, vol. 20, no. 24, pp. 26624-26635, 2012.

Tags: Deep Learning

Dey, Soumyabrata; Rao, A. Ravishankar; Shah, Mubarak

Exploiting the brains network structure in identifying ADHD subjects Journal Article

In: Frontiers in Systems Neuroscience, 2012.

Tags: Deep Learning | Links:

Solmaz, Berkan; Moore, Brian; Shah, Mubarak

Identifying Behaviours in Crowd Scenes Using Stability Analysis for Dynamical Systems Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012.

Tags: Deep Learning | Links:

Reilly, Vladimir

Detecting, Tracking, and Recognizing Activities of Targets of Interest in Aerial Video PhD Thesis

University of Central Florida, 2012.

Tags: Deep Learning | Links:

Reddy, Kishore

Action Recognition Using Particle Flow Fields PhD Thesis

University of Central Florida, 2012.

Tags: Deep Learning | Links:

Liu, Jingen; Yang, Yang; Saleemi, Imran; Shah, Mubarak

Learning Semantic Features for Action Recognition via Diffusion Maps Journal Article

In: Computer Vision and Image Understanding, 2012.

Tags: Deep Learning | Links:

Bhattacharya, Subhabrata; Nojavanasghari, Behnaz; Chen, Tao; Liu, Dong; Chang, Shih-Fu; Shah, Mubarak

Towards a Comprehensive Computational Model for Aesthetic Assessment of Videos Conference

ACM Multimedia 2013, 2012.

Tags: Deep Learning | Links:

2011

Zamir, Amir Roshan; Darino, Alexander; Patrick, Ryan; Shah, Mubarak

Street View Challenge: Identification of Commercial Entities in Street View Imagery Conference

The Tenth International Conference on Machine Learning and Applications, 2011.

Tags: Deep Learning | Links:

Wu, Shandong; Oreifej, Omar; Shah, Mubarak

Action Recognition in Videos Acquired by a Moving Camera Using Motion Decomposition of Lagrangian Particle Trajectories Conference

International Conference on Computer Vision, 2011.

Tags: Deep Learning | Links:

Zamir, Amir Roshan; Darino, Alexander; Patrick, Ryan; Shah, Mubarak

Street View Challenge: Identification of Commercial Entities in Street View Imagery Conference

ICMLA, 2011.

Tags: Geo-Localization, REU

Natarajan, Pradeep; Natarajan, Prem; Manohar, Vasant; Wu, Shuang; Tsakalidis, Stavros; Vitaladevuni, Shiv N.; Zhuang, Xiaodan; Prasad, Rohit; Ye, Guangnan; Liu, Dong; Jhuo, I-Hong; Chang, Shih-Fu; Izadinia, Hamid; Saleemi, Imran; Shah, Mubarak; White, Brandyn; Yeh, Tom; Davis, Larry

BBN VISER TRECVID 2011 Multimedia Event Detection System Conference

NIST TRECVID Workshop, 2011.

Tags: Deep Learning | Links:

Khokhar, Salman; Saleemi, Imran; Shah, Mubarak

Statistical Event Representation and Similarity Invariant Classification by KL Divergence Minimization Conference

International Conference on Computer Vision, 2011.

Tags: Action Recognition, Activity Detection, Deep Learning, Motion Patterns | Links:

Liu, Jingen; Shah, Mubarak; Kuipers, Benjamin; Savarese, Silvio

Cross-View Action Recognition via View Knowledge Transfer Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2011.

Tags: Deep Learning | Links:

Oh, Sangmin; Hoogs, Anthony; Perera, Amitha; Cuntoor, Naresh; Chen, Chia-Chih; Lee, Jong Taek; Mukherjee, Saurajit; Aggarwal, J. K.; Lee, Hyungtae; Davis, Larry; Swears, Eran; Wang, Xioyang; Ji, Qiang; Reddy, Kishore; Shah, Mubarak; Vondrick, Carl; Pirsiavash, Hamed; Ramanan, Deva; Yuen, Jenny; Torralba, Antonio; Song, Bi; Fong, Anesco; Roy-Chowdhury, Amit; Desai, Mita

A Large-scale Benchmark Dataset for Event Recognition in Surveillance Video Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2011.

Tags: Deep Learning | Links:

Oreifej, Omar; Shu, Guang; Pace, Teresa; Shah, Mubarak

A Two-Stage Reconstruction Approach for Seeing Through Water Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2011.

Tags: Deep Learning | Links:

Bhattacharya, Subhabrata; Sukthankar, Rahul; Jin, Rong; Shah, Mubarak

A Probabilistic Representation for Efficient Large Scale Visual Recognition Tasks Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2011.

Tags: Deep Learning | Links:

Rodriguez, Mikel

CRAM: Compact Representation of Actions in Movies Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2011.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit

Transform domain adaptive compressive sensing of specific objects Proceedings

SPIE, vol. 8056, 2011.

Tags: Deep Learning

Mahalanobis, Abhijit; Berkowitz, Phil; Shah, Mubarak

View morphing using linear prediction of sub-space features Proceedings

SPIE, vol. 8049, 2011.

Tags: Deep Learning

Mahalanobis, Abhijit; Stanfill, Robert; Chen, Kenny

A Bayesian approach to activity detection in video using multi-frame correlation filters Proceedings

SPIE, vol. 8049, 2011.

Tags: Deep Learning

Cho, Myungjin; Mahalanobis, Abhijit; Javidi, Bahram

3D passive photon counting automatic target recognition using advanced correlation filters Journal Article

In: Opt. Lett. , vol. 36, 2011.

Tags: Deep Learning

Mehran, Ramin

Learning Crowd Motion Analysis PhD Thesis

University of Central Florida, 2011.

Tags: Deep Learning | Links:

Moore, Brian; Ali, Saad; Mehran, Ramin; Shah, Mubarak

Visual Crowd Surveillance through a Hydrodynamics Lens Journal Article

In: Communication of ACM, 2011.

Tags: Crowd Analysis, Deep Learning | Links:

Bhattacharya, Subhabrata; Sukthankar, Rahul; Shah, Mubarak

A holistic approach to aesthetic enhancement of photographs Journal Article

In: ACM Transactions on Multimedia Computing, 2011.

Tags: Deep Learning | Links:

Osuala, Kingsley; Telusma, Kathleen; Khan, Saad M.; Wu, Shandong; Shah, Mubarak; Baker, Candice; Alam, Sabikha; Abukenda, Ibrahim; Fuentes, Aura; Seifein, Hani B.; Ebert, Steven N.

Distinctive Left-Sided Distribution of Adrenergic-Derived Cells in the Adult Mouse Heart Journal Article

In: PLoS One, 2011.

Tags: Deep Learning | Links:

Saleemi, Imran

Pattern of Motion: Discovery and Generalized Representation PhD Thesis

University of Central Florida, 2011.

Tags: Deep Learning | Links:

2010

Reilly, Vladimir; Idrees, Haroon; Shah, Mubarak

Detection and Tracking of Large Number of Targets in Wide Area Surveillance Conference

European Conference on Computer Vision (ECCV), 2010.

Tags: Deep Learning, Drone Video Analysis, UAV Video Analysis | Links:

Bhattacharya, Subhabrata; Sukthankar, Rahul; Shah, Mubarak

A Coherent Framework for Photo-Quality Assessment and Enhancement based on Visual Aesthetics Conference

ACM Multimedia International conference, 2010.

Tags: Deep Learning | Links:

Mehran, Ramin; Moore, Brian; Shah, Mubarak

A Streakline Representation of Flow in Crowded Scenes Conference

European Conference on Computer Vision (ECCV), 2010.

Tags: Crowd Analysis, Deep Learning | Links:

Reilly, Vladimir; Solmaz, Berkan; Shah, Mubarak

Geometric Constraints for Human Detection in Aerial Imagery Conference

European Conference on Computer Vision (ECCV), 2010.

Tags: Deep Learning | Links:

Zamir, Amir Roshan; Shah, Mubarak

Accurate Image Localization Based on Google Maps Street View Conference

European Conference on Computer Vision (ECCV), 2010.

Tags: Deep Learning, Geo-Localization | Links:

Oreifej, Omar; Mehran, Ramin; Shah, Mubarak

Human Identity Recognition in Aerial Images Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2010.

Tags: Deep Learning | Links:

Saleemi, Imran; Hartung, Lance; Shah, Mubarak

Scene Understanding by Statistical Modeling of Motion Patterns Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2010.

Tags: Deep Learning, Motion Patterns | Links:

Wu, Shandong; Moore, Brian; Shah, Mubarak

Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2010.

Tags: Anomaly Detection, Crowd Analysis, Deep Learning | Links:

Tang, K.; Tappen, M. F.; Sukthankar, Rahul; Lampert, C.

"Optimizing One-Shot Recognition with Micro-Set Learning Journal Article

In: 2010.

Tags: REU

Mahalanobis, Abhijit; Muise, Robert

Resource allocation in coded aperture sensor systems Proceedings

SPIE, vol. 7818, 2010.

Tags: Deep Learning

Li, Xin; da Vitoria Lobo, Niels; Shah, Mubarak

GAUSS: An NSF CSUMS project at UCF Conference

2nd International Conference on Education Technology and Computer (ICETC), Shanghai, China, June 22-24, 2010.

Tags: CSUMS, NSF | Links:

Douglass, K. M; Ellis, J.; Toma, C.; Mahalanobis, Aristide; Dogariu, A.

Expanding the field of view by polarization multiplexing Journal Article

In: Applied Optics, vol. 49, no. 34, pp. H40-H46, 2010.

Tags: Deep Learning

Rodriguez, Andres; Panza, Jeffrey; Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Automatic recognition of multiple targets with varying velocities using quadratic correlation filters and Kalman filters Conference

IEEE, 2010.

Tags: Deep Learning

Ali, Saad; Shah, Mubarak

Human Action Recognition in Videos Using Kinematic Features and Multiple Instance Learning Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2010.

Tags: Deep Learning | Links:

Jiang, Yu-Gang; Zeng, Xiaohong; Ye, Guangnan; Bhattacharya, Subhabrata; Ellis, Dan; Shah, Mubarak; Chang, Shih-Fu

Columbia-UCF TRECVID 2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching Technical Report

Technical Report, 2010.

Tags: Deep Learning | Links:

Rodriguez, Mikel

Spatio-Temporal Maximum Average Correlation Height Templates in Action Recognition and Video Summarization PhD Thesis

University of Central Florida, 2010.

Tags: Deep Learning | Links:

2009

Imran, Naveed; Liu, Jingen; Luo, Jiebo; Shah, Mubarak

Event recognition from photo collections via PageRank Conference

17th ACM international conference on Multimedia, 2009.

Tags: Deep Learning | Links:

Yang, Yang; Liu, Jingen; Shah, Mubarak

Video Scene Understanding Using Multi-scale Analysis Conference

International Conference on Computer Vision, 2009.

Tags: Deep Learning | Links:

Rodriguez, Mikel; Ali, Saad; Kanade, Takeo

Tracking in Unstructured Crowded Scenes Conference

International Conference on Computer Vision, 2009.

Tags: Deep Learning | Links:

Basharat, Arslan; Shah, Mubarak

Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems Conference

International Conference on Computer Vision, 2009.

Tags: Deep Learning | Links:

Reddy, Kishore; Liu, Jingen; Shah, Mubarak

Incremental Action Recognition Using Feature-Tree Conference

International Conference on Computer Vision, 2009.

Tags: Deep Learning | Links:

Mehran, Ramin; Oyama, Alexis; Shah, Mubarak

Abnormal Crowd Behavior Detection using Social Force Model Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2009.

Tags: Crowd Analysis, Deep Learning, Life Patterns, Motion Patterns | Links:

Liu, Jingen; Luo, Jiebo; Shah, Mubarak

Recognizing Realistic Actions from Videos Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2009.

Tags: Deep Learning | Links:

Liu, Jingen; Yang, Yang; Shah, Mubarak

Learning Semantic Visual Vocabularies Using Diffusion Distance Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2009.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit; Neifeld, Mark; Kumar, B. V. K. Vijaya; Haberfelde, Thomas; Brady, David

Off-axis sparse aperture imaging using phase optimization techniques for application in wide-area imaging systems Journal Article

In: Applied Optics, vol. 48, no. 28, pp. 5212-5224, 2009.

Tags: Deep Learning

Muise, Robert; Mahalanobis, Abhijit

Tracking targets in multiplexed imagery Proceedings

SPIE, vol. 7468, 2009.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert

Object Specific Image Reconstruction using a Compressive Sensing Architecture for Application in Surveillance Systems Journal Article

In: IEEE Transactions on Aerospace and Electronic Systems, vol. 45, no. 3, pp. 1167-1180, 2009.

Tags: Deep Learning

Babenko, Pavel

Visual Inspection of Railroad Track PhD Thesis

University of Central Florida, 2009.

Tags: Deep Learning | Links:

Liu, Jingen

Learning Semantic Features for Visual Recognition PhD Thesis

University of Central Florida, 2009.

Tags: Deep Learning | Links:

Basharat, Arslan

Modeling Scenes and Human Activities In Videos PhD Thesis

University of Central Florida, 2009.

Tags: Deep Learning | Links:

Douglass, K. M.; Kohlgraf-Owens, T.; Ellis, J.; Toma, C.; Mahalanobis, Abhijit; Dogariu, Aristide

Expanded Field of View Using Polarization Multiplexing Proceedings

OSA Optics & Photonics Technical Digest, 2009.

Tags: Deep Learning

Gritai, Alexei; Sheikh, Yaser; Rao, Cen; Shah, Mubarak

Matching Trajectories of Anatomical Landmarks under Viewpoint Anthropometric, and Temporal Transforms Journal Article

In: International Journal of Computer Vision (IJCV), 2009.

Tags: Deep Learning | Links:

Xie, Jun; Heng, Pheng-Ann; Shah, Mubarak

A Shape Matching Approach Using Skeletal Features and Context Descriptor Journal Article

In: Pattern Recognition, 2009.

Tags: Deep Learning | Links:

Berkowitz, Phillip

A Statistical Approach to View Synthesis Masters Thesis

University of Central Florida, 2009.

Tags: Deep Learning | Links:

Xie, Jun; Khan, Shahid; Shah, Mubarak

Automatic Tracking of Escherichia Coli in Phase-Contrast Microscopy Video Journal Article

In: IEEE Trans. on Biomedical Engineering, 2009.

Tags: Deep Learning | Links:

Saleemi, Imran; Shafique, Khurram; Shah, Mubarak

Probabilistic Modeling of Scene Dynamics for Applications in VIsual Surveillance Journal Article

In: IEEE TPAMI, 2009.

Tags: Abnormal Event Detection, Anomaly Detection, Deep Learning, Motion Patterns | Links:

Yan, Pingkun; Kassim, Ashraf A.; Shen, Weijia; Shah, Mubarak

Modeling Interaction for Segmentation of Neighboring Structures Journal Article

In: IEEE Trans. on PAMI, 2009.

Tags: Deep Learning | Links:

Khan, Saad M.; Shah, Mubarak

Tracking Multiple Occluding People by Localizing on Multiple Scene Planes Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009.

Tags: Deep Learning | Links:

2008

Xie, Jun; Hu, Min; Shah, Mubarak

Unfolding Warping for Object Recognition Conference

International Conference on Pattern Recognition, 2008.

Tags: Deep Learning | Links:

Hu, Min; Ali, Saad; Shah, Mubarak

Learning Motion Patterns in Crowded Scenes Using Motion Flow Field Conference

International Conference on Pattern Recognition, 2008.

Tags: Deep Learning | Links:

Hu, Min; Ali, Saad; mubarak Shah,

Detecting Global Motion Patterns in Complex Videos Conference

International Conference on Pattern Recognition, 2008.

Tags: Deep Learning, Life Patterns, mo, Motion Patterns | Links:

Ali, Saad; Shah, Mubarak

Floor Fields for Tracking in High Density Crowded Scenes Conference

European Conference on Computer Vision, 2008.

Tags: Crowd Analysis, Deep Learning | Links:

Xie, Jun; Khan, Shahid; Shah, Mubarak

Automatic Tracking of Escherichia Coli Bacteria Conference

11th International Conference on Medical Image Computing and Computer Assisted Intervention, 2008.

Tags: Deep Learning | Links:

Miller, Andrew; Shah, Mubarak; Harper, Don

Landing a UAV on a Runway Using Image Registration Conference

International Conference on Robotics & Automation, 2008.

Tags: Deep Learning | Links:

Yan, Pingkun; Khan, Saad M.; Shah, Mubarak

Learning 4D Action Feature Models for Arbitrary View Action Recognition Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2008.

Tags: Deep Learning

Liu, Jingen; Ali, Saad; Shah, Mubarak

Recognizing Human Actions Using Multiple Features Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2008.

Tags: Deep Learning | Links:

Basharat, Arslan; Gritai, Alexei; Shah, Mubarak

Learning Object Motion Patterns for Anomaly Detection and Improved Object Detection Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2008.

Tags: Anomaly Detection, Deep Learning, Life Patterns, Motion Patterns | Links:

Aytar, Yusuf; Shah, Mubarak; Luo, Jiebo

Utilizing Semantic Word Similarity Measures for Video Retrieval Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2008.

Tags: Deep Learning

Liu, Jingen; Shah, Mubarak

Learning Human Actions via Information Maximization Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2008.

Tags: Deep Learning | Links:

Khan, Saad M.; Shah, Mubarak

Reconstructing Non-stationary Articulated Objects in Monocular Video using Silhouette Information Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2008.

Tags: Deep Learning | Links:

Rodriguez, Mikel; Ahmed, Javed; Shah, Mubarak

Action MACH: A Spatio-temporal Maximum Average Correlation Height Filter for Action Recognition Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2008.

Tags: Deep Learning | Links:

Rodriguez, Mikel; Shah, Mubarak

Visual Surveillance in Maritime Port Facilities Conference

SPIE Defense and Security Symposium, 2008.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit; Neifeld, Mark; Kumar, B. V. K. Vijaya; Haberfelde, Tom

Design and analysis of a coded aperture imaging system with engineered PSFs for wide field of view imaging Proceedings

SPIE, vol. 7096, 2008.

Tags: Deep Learning

Mahalanobis, Abhijit

Object Specific Reconstruction using Compressively Sensed Data Workshop

Information Optics, Annecy, France, Journal of Physics, 2008.

Tags: Deep Learning

Mahalanobis, Abhijit

Multi-frame adaptive object recognition Proceedings

SPIE, vol. 6967, 2008.

Tags: Deep Learning

Brady, David; Dogariu, Aristide; Fiddy, Michael; Mahalanobis, Abhijit

Computational optical sensing and imaging: introduction to the feature issue Journal Article

In: Applied Optics, vol. 47, no. 10, 2008.

Tags: Deep Learning

Mahalanobis, Abhijit; Reyner, C.; Haberfelde, T.; Neifeld, Mark; Kumar, B. V. K. Vijaya

Recent developments in coded aperture multiplexed imaging systems Proceedings

SPIE, vol. 6978, 2008.

Tags: Deep Learning

Muise, Robert; Mahalanobis, Abhijit

Computational sensing algorithms for image reconstruction and the detection of moving objects in multiplexed imaging systems Proceedings

SPIE, vol. 6977, 2008.

Tags: Deep Learning

Ragothaman, Pradeep; Mahalanobis, Abhijit; Muise, Robert; Mikhael, Wasfy

A performance comparison of the transform domain Rayleigh quotient quadratic correlation filter (TDRQQCF) approach to the regularized RQQCF Proceedings

SPIE, vol. 6967, 2008.

Tags: Deep Learning

Faircloth, Ryan

Combining Audio and Video Tempo Analysis for Dance Detection Masters Thesis

University of Central Florida, 2008.

Tags: Deep Learning | Links:

Ahmed, Javed; Jafri, M. N.; Shah, Mubarak; Akbar, Muhammad

Real-time edge enhanced dynamic correlation and predictive open-loop car-following control for robust tracking Journal Article

In: Machine Vision and Applications, 2008.

Tags: Deep Learning | Links:

Aytar, Yusuf

Semantic Video Retrieval Using High Level Context Masters Thesis

University of Central Florida, 2008.

Tags: Deep Learning | Links:

Xie, Jun; Heng, Pheng-Ann; Shah, Mubarak

Image Diffusion Using Saliency Bilateral Filter Journal Article

In: IEEE Transactions on Information Technology in Biomedicine, 2008.

Tags: Deep Learning

Babenko, Pavel; Shah, Mubarak

MinGPU: A Minimum GPU Library for Computer Vision Journal Article

In: Journal of Real-Time Processing, 2008.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shah, Mubarak

A Differential Geometric Approach To Representing the Human Actions Journal Article

In: Computer Vision and Image Understanding Journal, 2008.

Tags: Deep Learning | Links:

Javed, Omar; Shafique, Khurram; Rasheed, Zeeshan; Shah, Mubarak

Modeling intercamera spacetime and appearance relationships for tracking across non-overlapping views Journal Article

In: Computer Vision and Image Understanding, 2008.

Tags: Deep Learning | Links:

Yan, Pingkun; Zhou, Xiaobo; Shah, Mubarak; Wong, Stephen T. C.

Automatic Segmentation of High Throughput RNAi Fluorescent Cellular Images Journal Article

In: IEEE Trans. Information Technology in Biomedicine, 2008.

Tags: Deep Learning | Links:

Ali, Saad

Taming Crowded Visual Scenes PhD Thesis

University of Central Florida, 2008.

Tags: Deep Learning | Links:

Basharat, Arslan; Zhai, Yun; Shah, Mubarak

Content Based Video Matching Using Spatiotemporal Volumes Journal Article

In: 2008.

Tags: Deep Learning | Links:

Khan, Saad M.

Multi-view Approaches to Tracking, 3D Reconstruction and Object Class Detection PhD Thesis

University of Central Florida, 2008.

Tags: Deep Learning | Links:

2007

Schiavenato, Martin; Byers, Jacqueline; Scovanner, Paul; Windyga, Piotr; Shah, Mubarak

Is there a Primal Face of Pain? A methodology answer Conference

29th Annual International Conference of the IEEE EMBS, 2007.

Tags: Deep Learning | Links:

Khan, Saad M.; Yan, Pingkun; Shah, Mubarak

A Homographic Framework for the Fusion of Multi-view Silhouettes Conference

ICCV, 2007.

Tags: Cross-View Image Synthesis, Deep Learning, Multi-view, Rendering | Links:

Yan, Pingkun; Khan, Saad M.; Shah, Mubarak

3D Model based Object Class Detection in an Arbitrary View Conference

ICCV, 2007.

Tags: Deep Learning, Multi-view, Object Detection, Rendering | Links:

Liu, Jingen; Shah, Mubarak

Scene Modeling Using Co-clustering Conference

ICCV, 2007.

Tags: Deep Learning | Links:

Ali, Saad; Basharat, Arslan; Shah, Mubarak

Chaotic Invariants for Human Action Recognition Conference

ICCV, 2007.

Tags: Deep Learning | Links:

Scovanner, Paul; Ali, Saad; Shah, Mubarak

A 3-Dimensional SIFT Descriptor and its Application to Action Recognition Conference

ACM MM, 2007.

Tags: Deep Learning | Links:

Rodriguez, Mikel; Shah, Mubarak

Detecting and Segmenting Humans in Crowded Scenes Conference

ACM MM, 2007.

Tags: Deep Learning | Links:

Sheikh, Yaser; Hakeem, Asaad; Shah, Mubarak

On the Direct Estimation of the Fundamental Matrix Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2007.

Tags: Deep Learning | Links:

Sheikh, Yaser; Li, Xin; Shah, Mubarak

Trajectory Association across Non-overlapping Moving Cameras in Planar Scenes Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2007.

Tags: Deep Learning | Links:

Sheikh, Yaser; Gritai, Alexei; Shah, Mubarak

On the Spacetime Geometry of Galilean Cameras Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2007.

Tags: Deep Learning | Links:

Ali, Saad; Reilly, Vladimir; Shah, Mubarak

Motion and Appearance Contexts for Tracking and Re-Acquiring Targets in Aerial Video Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2007.

Tags: Deep Learning | Links:

Ali, Saad; Shah, Mubarak

A Lagrangian Particle Dynamics Approach for Crowd Flow Segmentation and Stability Analysis Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2007.

Tags: Deep Learning | Links:

Ahmed, Javed; Shah, Mubarak; Miller, Andrew; Harper, Don; Jafri, M. N.

A Vision-Based System for a UGV to Handle a Road Intersection Conference

AAAI, 2007.

Tags: Deep Learning | Links:

Miller, Andrew; Shah, Mubarak

Foreground Segmentation in Surveillance Scenes Containing a Door Conference

IEEE International Conference on Multimedia & Expo, Beijing, 2007.

Tags: Deep Learning | Links:

White, Brandyn; Shah, Mubarak

Automatically Tuning Background Subtraction Parameters Using Particle Swarm Optimization Conference

IEEE International Conference on Multimedia & Expo, Beijing, 2007.

Tags: Deep Learning | Links:

Aytar, Yusuf; Orhan, Omer Bilal; Shah, Mubarak

Improving Semantic Concept Detection and Retrieval Using Contextual Estimates Conference

IEEE International Conference on Multimedia & Expo, Beijing, 2007.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Shah, Mubarak

Accurate Motion Layer Segmentation and Matting Conference

IEEE CVPR, 2007.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya

Multi-frame filtering techniques for the detection and recognition of moving objects Proceedings

SPIE, vol. 6736, 2007.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert

Object specific compressed sensing Proceedings

SPIE, 2007.

Tags: Deep Learning

Mahalanobis, Abhijit; Reyner, C.; Patel, H.; Haberfelde, T.; Brady, David; Neifeld, Mark; Kumar, B. V. K. Vijaya; Rogers, Stanley

IR performance study of an adaptive coded aperture "diffractive imaging" system employing MEMS "eyelid shutter" technologies Proceedings

SPIE, vol. 6714, 2007.

Tags: Deep Learning

Schwarz, Chris; da Vitoria Lobo, Niels

The Camera-driven Interactive Table Conference

IEEE WACV,, 2007.

Tags: REU

Miller, Andrew; Ahmed, Javed; Shah, Mubarak; Harper, Don; Jafri, M. N.

A Vision-Based System for a UGV to Handle a Road Intersection Conference

AAAI, 2007.

Tags: REU

Reilly, Vladimir; Shah, Mubarak; Ali, Saad

Motion and Appearance Contexts for Tracking and Reacquiring Targets in Aerial Videos Conference

CVPR, 2007.

Tags: REU

Miller, Andrew; Shah, Mubarak

Foreground Segmentation in Surveillance Scenes Containing a Door Conference

ICME, 2007.

Tags: REU

Ragothaman, Pradeep; Mikhael, Wasfy; Muise, Robert; Mahalanobis, Abhijit

Automatic target recognition employing signal compression Journal Article

In: Applied Optics, vol. 46, no. 21, pp. 4702-4711, 2007.

Tags: Deep Learning

Mahalanobis, Abhijit; Neifeld, Mark; Kumar, B. V. K. Vijaya; Brady, David; Haberfelde, Tom; Muise, Robert

Multiplexed Point Spread Functions for Image Formation with Application to Large Area Sensing and Surveillance Proceedings

Adaptive Optics, 2007.

Tags: Deep Learning

Muise, Robert; Mahalanobis, Abhijit

Recent results of integrated sensing and processing with hyperspectral imager Proceedings

SPIE, vol. 6696, 2007.

Tags: Deep Learning

Das, K.; Roy, S.; Mahalanobis, Abhijit

Analysis of the Contention Access Phase of a Reservation MAC Protocol for Wide-Area Data Intensive Sensor Networks Proceedings

IEEE Globe-Com, 2007.

Tags: Deep Learning

Mahalanobis, Abhijit

Optical Systems for Task Specific Compressed Sensing and Image Reconstruction Proceedings

LEOS, 2007.

Tags: Deep Learning

Mikhael, Wasfy; Ragothaman, Pradeep; Muise, Robert; Mahalanobis, Abhijit

An efficient quadratic correlation filter for automatic target recognition Proceedings

SPIE , 2007.

Tags: Deep Learning

Alatas, Orkun; Yan, Pingkun; Shah, Mubarak

Spatiotemporal Regularity Flow (SPREF): Its Estimation and Applications Journal Article

In: IEEE Trans. Circuits and Systems for Video Technology, 2007.

Tags: Deep Learning | Links:

Javed, Omar; Shafique, Khurram; Shah, Mubarak

Automated Surveillance in Realistic Scenarios Journal Article

In: IEEE MultiMedia, 2007.

Tags: Deep Learning | Links:

Hakeem, Asaad; Shah, Mubarak

Learning, Detection and Representation of Multi-Agent Events in Videos Journal Article

In: Artificial Intelligence, 2007.

Tags: Deep Learning | Links:

Hakeem, Asaad

Learning, detection, representation, indexing and retrieval of multi-agent events in videos PhD Thesis

University of Central Florida, 2007.

Tags: Deep Learning | Links:

Gritai, Alexei

Multi-view geometric constraints for human action recognition and tracking PhD Thesis

University of Central Florida, 2007.

Tags: Deep Learning | Links:

2006

Hakeem, Asaad; Vezzani, Roberto; Shah, Mubarak; Cucchiara, Rita

Estimating Geospatial Trajectory of a Moving Camera Conference

ICPR, 2006.

Tags: Deep Learning | Links:

Ali, Saad; Shah, Mubarak

COCOA - Tracking in Aerial Imagery Conference

SPIE Airborne Intelligence, 2006.

Tags: Deep Learning | Links:

Liu, Jingen; Zhai, Yun; Shah, Mubarak

PEGASUS: an information mining system for TV news videos Conference

SPIE Defense and Security Symposium, 2006.

Tags: Deep Learning | Links:

Zhai, Yun; Shah, Mubarak

Visual Attention Detection in Video Sequences Using Spatiotemporal Cues Conference

ACM MM, 2006.

Tags: Deep Learning | Links:

Noor, Humera; Mirza, Shahid H.; Sheikh, Yaser; Jain, Amit; Shah, Mubarak

Model Generation for Video based Object Recognition Conference

ACM MM , 2006.

Tags: Deep Learning | Links:

Sheikh, Yaser; Haering, Niels; Shah, Mubarak

Shape from Dynamic Texture for Planes Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2006.

Tags: Deep Learning | Links:

Rafi, Fahd; Khan, Saad M.; Shafique, Khurram; Shah, Mubarak

Autonomous Target Following by Unmanned Aerial Vehicles Conference

SPIE Defence and Security Symposium, 2006.

Tags: Deep Learning | Links:

Gritai, Alexei; Shah, Mubarak

Tracking of Human Body Joints Using Anthropometry Conference

International Conference of Multimedia and Expo, 2006.

Tags: Deep Learning | Links:

Zhai, Yun; Liu, Jingen; Shah, Mubarak

Automatic Query Expansion In News Video Retrieval Conference

International Conference of Multimedia and Expo, 2006.

Tags: Deep Learning | Links:

Khan, Saad M.; Rafi, Fahd; Shah, Mubarak

Where was the picture taken: Image Localization in Route Panoramas using Epipolar Geometry Conference

International Conference of Multimedia and Expo, 2006.

Tags: Deep Learning | Links:

Zhai, Yun; Shah, Mubarak

Tracking News Stories Across Different Sources Conference

ACM Multimedia, 2006.

Tags: Deep Learning | Links:

Khan, Saad M.; Shah, Mubarak

A Multiview Approach to Tracking People in Crowded Scenes using a Planar Homography Constraint Conference

European Conference of Computer Vision, 2006.

Tags: Deep Learning, Multi-view, Tracking | Links:

Mahalanobis, Abhijit

An Integrated approach for Automatic Target Recognition using a Network of Collaborative Sensors Journal Article

In: Applied Optics, vol. 45, no. 28, pp. 7365-7374, 2006.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert

An Overview of Integrates Sensing and Processing using Coded Aperture Imaging Systems Proceedings

Information Optics , vol. 860, 2006.

Tags: Deep Learning

Ragothaman, Pradeep; Yang, T.; Mikhael, Wasfy; Muise, Robert; Mahalanobis, Abhijit

Efficient adaptive subspace tracking algorithm for automatic target recognition Journal Article

In: IET Electronics Letters, vol. 42, no. 20, pp. 1183-1184, 2006.

Tags: Deep Learning

Ragothaman, Pradeep; Yang, T.; Mikhael, Wasfy; Muise, Robert; Mahalanobis, Abhijit

Automatic Target Recognition Using a Novel Adaptive Technique for Rayleigh Quotient Quadratic Correlation Filters Journal Article

In: WSEAS Trans. On Signal Processing, vol. 2, no. 7, pp. 949-955, 2006.

Tags: Deep Learning

Sadjadi, F.; Mahalanobis, Abhijit

Target-adaptive polarimetric synthetic aperture radar target discrimination using maximum average correlation height filters Journal Article

In: Applied Optics, vol. 45, no. 13, pp. 3063-3070, 2006.

Tags: Deep Learning

Neifeld, Mark; Mahalanobis, Abhijit; Brady, David

Introduction to Task Specific Sensing Journal Article

In: Applied Optics, vol. 45, no. 13, pp. 2857-2858, 2006.

Tags: Deep Learning

Ragothaman, Pradeep; Mikhael, Wasfy; Muise, Robert; Mahalanobis, Abhijit; Yang, T.

Adaptive determination of eigenvalues and eigenvectors from perturbed autocorrelation matrices for automatic target recognition Proceedings

Automatic Target Recognition XVI, vol. 6234, 2006.

Tags: Deep Learning

Beydoun, Hassan; Forman, Arthur; Perez, Jamie C.; Mahalanobis, Abhijit

Registration, detection, and tracking of moving targets in rotating barscan imagery Proceedings

Automatic Target Recognition XVI, 2006.

Tags: Deep Learning

Muise, Robert; Mahalanobis, Abhijit

Recent results of integrated sensing and processing using a programmable hyperspectral imaging sensor Proceedings

SPIE , vol. 6245, 2006.

Tags: Deep Learning

Yilmaz, Alper; Javed, Omar; Shah, Mubarak

Object Tracking: A Survey Journal Article

In: ACM Journal of Computing Surveys, 2006.

Tags: Deep Learning | Links:

Alatas, Orkun; Yan, Pingkun; Shah, Mubarak

Spatiotemporal Regularity Flow (SPREF), Technical Report

Technical Report, 2006.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shah, Mubarak

Matching actions in presence of camera motion Journal Article

In: Computer Vision and Image Understanding, 2006.

Tags: Deep Learning | Links:

Alatas, Orkun; Javed, Omar; Shah, Mubarak

Video Compression Using Spatiotemporal Regularity Flow Journal Article

In: IEEE Transactions on Image Processing, 2006.

Tags: Deep Learning | Links:

Shah, Mubarak; Hakeem, Asaad; Basharat, Arslan

Detection and Tracking of Objects from Multiple Airborne Cameras Journal Article

In: Publication of SPIE, 2006.

Tags: Deep Learning | Links:

Cao, Xiaochun; Xiao, Jiangjian; Foroosh, Hassan; Shah, Mubarak

Self-Calibration from Turn-Table Sequences in the Presence of Zoom and Focus Journal Article

In: Computer Vision and Image Understanding, 2006.

Tags: Deep Learning | Links:

Ribeiro, Eraldo; Shah, Mubarak

Computer Vision for Nanoscale Imaging Journal Article

In: Machine Vision and Applications Journal, 2006.

Tags: Deep Learning | Links:

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Integrating Multiple Levels of Zoom to Enable Activity Analysis Journal Article

In: Computer Vision and Image Understanding, 2006.

Tags: Deep Learning | Links:

Spencer, Lisa; Shah, Mubarak

Determining Scale and Sea State from Water Video Journal Article

In: IEEE Transactions on Image Processing, 2006.

Tags: Deep Learning | Links:

Zhai, Yun; Shah, Mubarak

Video Scene Segmentation Using Markov Chain Monte Carlo Journal Article

In: IEEE Transactions on Multimedia, 2006.

Tags: Deep Learning | Links:

Sheikh, Yaser

Object association across multiple moving cameras in planar scenes PhD Thesis

University of Central Florida, 2006.

Tags: Deep Learning | Links:

Zhai, Yun

Video Content Extraction: Scene Segmentation, Linking and Attention Detection PhD Thesis

University of Central Florida, 2006.

Tags: Deep Learning | Links:

2005

Khan, Saad M.; Shah, Mubarak

Detecting Group Activities Using Rigidity of Formation Conference

ACM Multimedia, 2005.

Tags: Deep Learning | Links:

Zhai, Yun; Shah, Mubarak

Determining Structure in Continuously Recorded Videos Conference

ACM Multimedia, 2005.

Tags: Deep Learning | Links:

Shah, Mubarak

Recognizing Human Actions Conference

Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005.

Tags: Deep Learning | Links:

Hakeem, Asaad; Shafique, Khurram; Shah, Mubarak

Object-based Video Coding Framework for Static Camera Videos Conference

ACM Multimedia, 2005.

Tags: Deep Learning | Links:

Zhai, Yun; Yilmaz, Alper; Shah, Mubarak

Story Segmentation in News Videos Using Visual and Text Cues Conference

International Conference on Image and Video Retrieval (CIVR), 2005.

Tags: Deep Learning | Links:

Zhai, Yun; Shah, Mubarak

A General Framework for Temporal Video Scene Segmentation Conference

IEEE ICCV, 2005.

Tags: Deep Learning | Links:

Smith, Paul; da Vitoria Lobo, Niels; Shah, Mubarak

Temporal Boost for Event Recognition Conference

IEEE ICCV, 2005.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shah, Mubarak

Recognizing Human Actions in Videos Acquired by Uncalibrated Moving Cameras Conference

IEEE ICCV, 2005.

Tags: Deep Learning | Links:

Ali, Saad; Shah, Mubarak

A Supervised Learning Framework for Generic Object Detection in Images Conference

IEEE ICCV, 2005.

Tags: Deep Learning | Links:

Sheikh, Yaser; Shah, Mubarak

Object Tracking Across Multiple Independently Moving Cameras Conference

IEEE ICCV, 2005.

Tags: Deep Learning | Links:

Yan, Pingkun; Shen, Weijia; Kassim, Ashraf A.; Shah, Mubarak

Segmentation of Neighboring Organs in Medical Image with Model Competition Conference

8th International Conference on Medical Image Computing and Computer Assisted Intervention, 2005.

Tags: Deep Learning | Links:

Hakeem, Asaad; Shah, Mubarak

Multiple Agent Event Detection and Representation in Videos Conference

The Twentieth National Conference on Artificial Intelligence (AAAI), 2005.

Tags: Deep Learning | Links:

Alatas, Orkun; Javed, Omar; Shah, Mubarak

Video Compression Using Structural Flow Conference

IEEE International Conference on Image Processing, 2005.

Tags: Deep Learning | Links:

Zhai, Yun; Liu, Jingen; Cao, Xiaochun; Basharat, Arslan; Hakeem, Asaad; Ali, Saad; Shah, Mubarak; Grana, Costantino; Cucchiarra, Rita

Video Understanding and Content-Based Retrieval Conference

TREC Video Retrieval Evaluation Forum (TRECVID), 2005.

Tags: Deep Learning | Links:

Zhai, Yun; Shah, Mubarak

Automatic Segmentation of Home Videos Conference

IEEE International Conference on Multimedia and Expo (ICME), 2005.

Tags: Deep Learning | Links:

Zhai, Yun; Shah, Mubarak

A Multi-Level Framework for Video Shot Structuring Conference

International Conference on Image Analysis and Recognition (ICIAR), 2005.

Tags: Deep Learning | Links:

Ali, Saad; Shah, Mubarak

An Integrated Approach for Generic Object Detection Using Kernel PCA and Boosting Conference

IEEE International Conference on Multimedia and Expo, 2005.

Tags: Deep Learning | Links:

Sheikh, Yaser; Shah, Mubarak

Bayesian Object Detection in Dynamic Scenes Conference

IEEE CVPR, 2005.

Tags: Deep Learning | Links:

Javed, Omar; Shafique, Khurram; Shah, Mubarak

Appearance Modeling for Tracking in Multiple Non-overlapping Cameras Conference

IEEE CVPR, 2005.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shah, Mubarak

Actions As Objects: A Novel Action Representation Conference

IEEE CVPR, 2005.

Tags: Deep Learning | Links:

Javed, Omar; Ali, Saad; Shah, Mubarak

Online Detection and Classification of Moving Objects Using Progressively Improving Detectors Conference

IEEE CVPR, 2005.

Tags: Deep Learning | Links:

Cao, Xiaochun; Shah, Mubarak

Camera Calibration and Light Source Orientation Estimation from Images with Shadows Conference

IEEE CVPR, 2005.

Tags: Deep Learning | Links:

Batz, D.; Batz, M.; da Vitoria Lobo, Niels; Shah, Mubarak

Visual System for Monitoring Medication Intake Conference

Procs. Canadian Conference on Computer and Robot Vision, 2005.

Tags: Deep Learning

Garcia, J.; da Vitoria Lobo, Niels; Shah, Mubarak; Feinstein, J.

Finding Heads in Single Images Conference

Procs. Canadian Conference on Computer and Robot Vision, 2005.

Tags: Deep Learning

Basharat, Arslan; Catbas, Necati; Shah, Mubarak

A Framework for Intelligent Sensor Network with Video Camera for Structural Health Monitoring of Bridges Conference

Third IEEE International Conference on Pervasive Computing and Communications, 2005.

Tags: Deep Learning | Links:

Zhang, Yunjun; Xiao, Jiangjian; Shah, Mubarak

Motion Layer Based Object Removal in Videos Workshop

IEEE Workshop on Application on Computer Vision, 2005.

Tags: Deep Learning | Links:

Cao, Xiaochun; Shah, Mubarak

Shadow Construction in Object Transfer Workshop

IEEE Workshop on Application on Computer Vision, 2005.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Zhang, Yunjun; Shah, Mubarak

Adaptive Region-Based Video Registration Workshop

IEEE Workshop on Motion, 2005.

Tags: Deep Learning | Links:

Basharat, Arslan; Hakeem, Asaad; Shah, Mubarak; Mahalanobis, Abhijit

Automatic Target Detection and Recognition in Video Sensor Network with Stationary and Mobile Nodes Proceedings

Optical Information Systems III, vol. 5908, 2005.

Tags: Deep Learning

Schwarz, Chris; da Vitoria Lobo, Niels

Hand Pose Detection using Segments Conference

Proc. CRV2005, 2005.

Tags: REU

Garcia, Justin; da Vitoria Lobo, Niels; Shah, Mubarak; Feinstein, J.

Finding Heads in Single Images Conference

Proc. CRV, 2005.

Tags: REU

Batz, David; Batz, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Visual System for Monitoring Medication Intake Conference

Proc CRV, 2005.

Tags: REU

Schwarz, Chris; da Vitoria Lobo, Niels

Hand Pose Detection using Segments Conference

CRV, 2005.

Tags: REU

Sheikh, Yaser; Gritai, Alexei; Junejo, Imran; Muise, Robert; Mahalanobis, Abhijit; Shah, Mubarak

Establishing a common coordinate view in multiple moving aerial cameras Proceedings

SPIE, vol. 5787, 2005.

Tags: Deep Learning

Sadjadi, F.; Mahalanobis, Abhijit

Adaptive polarimetric tuning for improved radar target classification using MACH filters Proceedings

SPIE, vol. 5807, 2005.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert; Stanfill, Robert; Rutherford, Daniel

Adaptive polarimetric tuning for improved radar target classification using MACH filters Proceedings

SPIE , vol. 5796, 2005.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert; Stanfill, Robert; Rutherford, Daniel

Elements of target detection for ground sensor systems Proceedings

SPIE, vol. 5796, 2005.

Tags: Deep Learning

Mahalanobis, Abhijit

Integrated Sensing and Processing for Target Detection in Multi-Spectral data Proceedings

OSA Technical Digest , 2005.

Tags: Deep Learning

Rasheed, Zeeshan; Shah, Mubarak

Detection and Representation of Scenes in Videos Journal Article

In: IEEE Transactions on Multimedia, 2005.

Tags: Deep Learning | Links:

Basharat, Arslan; Hakeem, Asaad; Shah, Mubarak; Mahalanobis, Abhijit

Automatic Target Detection and Recognition in Video Sensor Network with Stationary and Mobile Nodes Journal Article

In: OE Magazine, 2005.

Tags: Deep Learning | Links:

Cao, Xiaochun; Shen, Yuping; Shah, Mubarak; Foroosh, Hassan

Single View Compositing with Shadows Journal Article

In: Visual Computer, 2005.

Tags: Deep Learning | Links:

Smith, Paul

Multizoom activity recognition using machine learning PhD Thesis

University of Central Florida, 2005.

Tags: Deep Learning | Links:

Javed, Omar

Scene monitoring with a forest of cooperative sensors PhD Thesis

University of Central Florida, 2005.

Tags: Deep Learning | Links:

Sheikh, Yaser; Shah, Mubarak

Bayesian Modelling of Dynamic Scenes for Object Detection Journal Article

In: IEEE Transactions on PAMI, 2005.

Tags: Deep Learning | Links:

Shafique, Khurram; Shah, Mubarak

A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005.

Tags: Deep Learning | Links:

Zhai, Yun; Rasheed, Zeeshan; Shah, Mubarak

Semantic Classification of Movie Scenes Using Finite State Machines Journal Article

In: IEEE Proceedings on Vision, 2005.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Shah, Mubarak

Layer-Based Video Registration Journal Article

In: Journal of Machine Vision and Applications, 2005.

Tags: Deep Learning | Links:

2004

Zhai, Yun; Cao, Xiaochun; Zhang, Yunjun; Javed, Omar; Yilmaz, Alper; Rafi, Fahd; Ali, Saad; Alatas, Orkun; Khan, Saad M.; Shah, Mubarak

University of Central Florida at TRECVID Conference

TRECVID, 2004.

Tags: Deep Learning | Links:

Zhai, Yun; Rasheed, Zeeshan; Shah, Mubarak

A Framework for Semantic Classification of Scenes Using Finite State Machines Conference

International Conference on Image and Video Retrieval, 2004.

Tags: Deep Learning | Links:

Zhang, Yunjun; Xiao, Jiangjian; Shah, Mubarak

Object Removal in Single Image Conference

EUROGRAPHICS, 2004.

Tags: Deep Learning | Links:

Wells, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Automatic Visual Tracking for Analysis of Lifting Conference

Irish Machine Vision and Image Processing Conference, 2004.

Tags: Deep Learning

Javed, Omar; Shah, Mubarak; Comaniciu, Dorin

A Probabilitic Framework for Object Recognition in Video Conference

International Conference on Image Processing, 2004.

Tags: Deep Learning | Links:

Shafique, Khurram; Shah, Mubarak

Estimation of the Radiometric Response Functions of a Color Camera from Differently Illuminated Images Conference

International Conference on Image Processing, 2004.

Tags: Deep Learning | Links:

Spencer, Lisa; Shah, Mubarak

Water Video Analysis Conference

International Conference on Image Processing, 2004.

Tags: Deep Learning | Links:

Sheikh, Yaser; Zhai, Yun; Shafique, Khurram; Shah, Mubarak

Visual Monitoring of Railroad Grade Crossing Conference

SPIE Conferences, 2004.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit; Cannon, Jamie; Stanfill, Robert; Muise, Robert; Shah, Mubarak

Network Video Image Processing for Security Conference

SPIE conference of Digital Wireless Communication VI, 2004.

Tags: Deep Learning | Links:

Gritai, Alexei; Sheikh, Yaser; Shah, Mubarak

On the Invariant Analysis of Human Actions Conference

International Conference on Pattern Recognition, 2004.

Tags: Deep Learning

Junejo, Imran; Javed, Omar; Shah, Mubarak

Multi Feature Path Modeling for Video Surveillance Conference

International Conference on Pattern Recognition, 2004.

Tags: Deep Learning | Links:

Alatas, Orkun; Javed, Omar; Shah, Mubarak

Compressed Spatio-temporal Descriptors for Video Matching and Retrieval Conference

17th conference of the International Conference on Pattern Recognition, 2004.

Tags: Deep Learning | Links:

Zhai, Yun; Rasheed, Zeeshan; Shah, Mubarak

Conversation Detection in Feature Films Using Finite State Machines Conference

17th conference of the International Conference on Pattern Recognition, 2004.

Tags: Deep Learning | Links:

Hakeem, Asaad; Shah, Mubarak

Ontology and Taxonomy Collaborated Framework for Meeting Classification, Conference

17th conference of the International Conference on Pattern Recognition, 2004.

Tags: Deep Learning | Links:

Hakeem, Asaad; Sheikh, Yaser; Shah, Mubarak

CASEE: A Hierarchical Event Representation for the Analysis of Videos Conference

The Nineteenth National Conference on Artificial Intelligence (AAAI), 2004.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Shah, Mubarak

Motion Layer Extraction in the Presence of Occlusion using Graph Cut Presentation

19.11.2004.

Tags: Deep Learning | Links:

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Integrating and Employing Multiple Levels of Zoom for Activity Recognition Conference

2004.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Shah, Mubarak

Automatic Target Recognition Using Multi-View Morphing Conference

Conferences of SPIE Automatic Target Recognition XIV, 2004.

Tags: Deep Learning | Links:

Sheikh, Yaser; Zhai, Yun; Shah, Mubarak

An Accumulative Framework for Alignment of An Image Sequence Conference

Proceedings of Asian Conference on Computer Vision, 2004.

Tags: Deep Learning | Links:

Sheikh, Yaser; Shah, Mubarak

Aligning Dissimilar Images Conference

Asian Conf. on Computer Vision, 2004.

Tags: Deep Learning | Links:

Spencer, Lisa; Shah, Mubarak

Temporal Synchronization from Camera Motion Conference

Asian Conference on Computer Vision, 2004.

Tags: Deep Learning | Links:

Yilmaz, Alper; Li, Xin; Shah, Mubarak

Contour Based Object Tracking Using Level Sets Conference

Asian Conference on Computer Vision, 2004.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit; Shah, Mubarak

Automatic Target Detection and Recognition approaches for Unattended Electro-Optical Sensors Proceedings

Optics and Photonics in Security and Defense, vol. 5611, 2004.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert; Stanfill, Robert

Quadratic correlation filter design methodology for target detection and surveillance applications Journal Article

In: Applied Optics, vol. 43, no. 27, pp. 5198-5205, 2004.

Tags: Deep Learning

Sims, S. R. F.; Mahalanobis, Abhijit

Performance evaluation of quadratic correlation filters for target detection and discrimination in infrared imagery Proceedings

SPIE, vol. 5426, 2004.

Tags: Deep Learning

Wells, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Automatic Visual Tracking for Analysis of Lifting Conference

Proc. IMVIP, 2004.

Tags: REU

III, Alfred K. Levy; da Vitoria Lobo, Niels; Shah, Mubarak

Object Tracking in Low Frame-Rate Video Conference

Proc. IMVIP2004, 2004.

Tags: REU

Sims, S. R. F.; Mahalanobis, Abhijit

Performance evaluation of quadratic correlation filters for target detection and discrimination in infrared imagery Journal Article

In: Optical Engineering, vol. 43, no. 8, pp. 1705-1711, 2004.

Tags: Deep Learning

Mahalanobis, Abhijit; Cannon, Jamie; Stanfill, Robert; Muise, Robert; Shah, Mubarak

Network Video Image Processing for Security, Surveillance, and Situational Awareness Proceedings

SPIE, , vol. 5440, 2004.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert; Stanfill, Robert

Design and application of quadratic correlation filters for target detection Journal Article

In: IEEE Transactions on AES, vol. 40, no. 3, pp. 837-850, 2004.

Tags: Deep Learning

Yilmaz, Alper; Li, Xin; Shah, Mubarak

Contour-Based Object Tracking with Occlusion Handling in Video Acquired Using Mobile Cameras Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004.

Tags: Deep Learning | Links:

Kumar, B. V. K. Vijaya; Savvides, Marios; Xie, Chunyan; Venkataramani, Krithika; Thornton, Jason; Mahalanobis, Abhijit

Biometric Verification using Correlation Filters Journal Article

In: Applied Optics, vol. 43, no. 2, pp. 391-402, 2004.

Tags: Deep Learning

Mahalanobis, Abhijit

Recent Results of Infra-Red Compressive Sensing Journal Article

In: Computational Optical Sensing and Imaging (COSI) , 2004.

Tags: Deep Learning

Xiao, Jiangjian; Shah, Mubarak

Tri-view Morphing Journal Article

In: Special issue of "Computer Vision and Image Understanding", 2004.

Tags: Cross-View, Deep Learning, Rendering, View Synthesis | Links:

Shafique, Khurram

Partitioning a graph in alliances and its application to data clustering PhD Thesis

University of Central Florida, 2004.

Tags: Deep Learning | Links:

Xiao, Jiangjian

Image based view synthesis PhD Thesis

2004.

Tags: Deep Learning | Links:

Yilmaz, Alper

Object tracking and activity recognition in video acquired using mobile cameras PhD Thesis

University of Central Florida, 2004.

Tags: Deep Learning | Links:

Muise, Robert; Mahalanobis, Abhijit; Mohapatra, R.; Li, J.; Wasfy, M.

Constrained Quadratic Correlation Filters Journal Article

In: Applied Optics, vol. 43, no. 2, pp. 304- 314 , 2004.

Tags: Deep Learning

Mahalanobis, Abhijit; Goudail, F.

Methods for Automatic Target Recognition by Use of Electro-Optic Sensors: Introduction to the Feature Issue Journal Article

In: Applied Optics, vol. 43, no. 2, pp. 207-209, 2004.

Tags: Deep Learning

2003

Yilmaz, Alper; Shah, Mubarak

Automatic Feature Detection and Pose Recovery for Faces Conference

Asian Conference on Computer Vision, 2003.

Tags: Deep Learning | Links:

Zhai, Yun; Rasheed, Zeeshan; Shah, Mubarak

University of Central Florida at TRECVID 2003 Conference

TRECVID, 2003.

Tags: Deep Learning | Links:

Zhai, Yun; Rasheed, Zeeshan; Shah, Mubarak

A Framework for Semantic Classification of Scenes Using Finite State Machines Conference

International Conference on Image and Video Retrieval, 2003.

Tags: Deep Learning | Links:

Rasheed, Zeeshan; Sheikh, Yaser; Shah, Mubarak

Semantic Film Preview Classification Using Low-Level Computable Features Conference

3rd International Workshop on Multimedia Data and Document Engineering, 2003.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Shah, Mubarak

From Images to Video: View Morphing of Three Images Conference

Vision, Modeling, and Visualization, 2003.

Tags: Deep Learning | Links:

Rao, Cen; Shah, Mubarak; Syeda-Mahmood, Tanveer

Invariance in Motion Analysis of Videos Conference

ACM Multimedia, 2003.

Tags: Deep Learning | Links:

Shafique, Khurram; Shah, Mubarak

A Non-Iterative Greedy Algorithm for Multi-frame Point Correspondence Conference

The Ninth IEEE International Conference on Computer Vision, 2003.

Tags: Deep Learning | Links:

Javed, Omar; Rasheed, Zeeshan; Shafique, Khurram; Shah, Mubarak

Tracking Across Multiple Cameras With Disjoint Views Conference

The Ninth IEEE International Conference on Computer Vision, 2003.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Shah, Mubarak

Two-FrameWide Baseline Matching Conference

The Ninth IEEE International Conference on Computer Vision, 2003.

Tags: Deep Learning | Links:

Rao, Cen; Gritai, Alexei; Shah, Mubarak; Syeda-Mahmood, Tanveer

View-invariant Alignment and Matching of Video Sequences Conference

The Ninth IEEE International Conference on Computer Vision, 2003.

Tags: Deep Learning | Links:

Rasheed, Zeeshan; Shah, Mubarak

A Graph Theoretic Approach for Scene Detection in Produced Videos Conference

ACM SIGIR conference on Information Retrieval, 2003.

Tags: Deep Learning | Links:

Javed, Omar; Rasheed, Zeeshan; Alatas, Orkun; Shah, Mubarak

KNIGHTM: A Real Time Surveillance System for Multiple Overlapping and Non-Overlapping Cameras Conference

Multimedia and Expo (ICME 2003), 2003.

Tags: Deep Learning | Links:

Javed, Omar; Shah, Mubarak

KNIGHTM: A Multi-Camera Surveillance System Conference

ONDCP International Technology Symposium, 2003.

Tags: Deep Learning | Links:

Rasheed, Zeeshan; Shah, Mubarak

Scene Detection In Hollywood Movies and TV Shows Conference

IEEE Computer Vision and Pattern Recognition Conference, 2003.

Tags: Deep Learning | Links:

Daniell, C.; Mahalanobis, Abhijit; Goodman, R.

Object Recognition in Subband Transform Compressed Images by use of Correlation Filters Journal Article

In: Applied Optics, vol. 42, no. 32, pp. 6474-6487, 2003.

Tags: Deep Learning

Mahalanobis, Abhijit; Nevel, Alan J. Van

A collaborative network of correlation filters for object recognition Proceedings

Optical Information Systems, vol. 5202, 2003.

Tags: Deep Learning

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Determining Driver Visual Attention with One Camera Conference

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003.

Tags: REU

Huo, X.; Elad, M.; Flesia, A. G.; Stanfill, Robert; Friedman, J. H.; Popescu, B. E.; Muise, Robert; Donoho, D. L.; Mahalanobis, Abhijit

Optimal reduced order quadratic classifiers using Fukunaga Koontz transform with application to automatic target recognition Proceedings

SPIE, vol. 5094, 2003.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Xie, Chunyan; Mahalanobis, Abhijit

Optimal trade-off circular harmonic function filters for 3D target recognition Proceedings

SPIE, vol. 5094, 2003.

Tags: Deep Learning

Datta, Ankur; da Vitoria Lobo, Niels; Leeson, John

Novel Feature Vector for Image Authentication Conference

ICME, 2003.

Tags: REU

Bhatt, Jigna; da Vitoria Lobo, Niels; Shah, Mubarak; G., Bebis

Automatic recognition of a baby gesture Conference

ICTAI, 2003.

Tags: REU

Datta, Ankur; da Vitoria Lobo, Niels; Shah, Mubarak

Person-on-Person Violence Detection in Moving and Stationary Camera Videos Conference

IASTED conference, 2003.

Tags: REU

Mahalanobis, Abhijit; Muise, Robert; Kumar, B. V. K. Vijaya

Quadratic Correlation Filters for Optical Correlators Proceedings

SPIE, , vol. 5106, 2003.

Tags: Deep Learning

Nevel, Alan J. Van; Mahalanobis, Abhijit

Comparative study of maximum average correlation height filter variants using ladar imagery Journal Article

In: Optical Engineering, vol. 42, pp. 541-550, 2003.

Tags: Deep Learning

Rasheed, Zeeshan; Sheikh, Yaser; Shah, Mubarak

On the use of Computable Features for Film Classification Journal Article

In: IEEE Transactions on Circuit and Systems for Video Technology, 2003.

Tags: Deep Learning | Links:

Rasheed, Zeeshan; Sheikh, Yaser; Shah, Mubarak

On the use of Computable Features for Film Classification Journal Article

In: IEEE Transactions on Circuit and Systems for Video Technology, 2003.

Tags: Deep Learning | Links:

Bebis, George; Egbert, Dwight; Shah, Mubarak

Review of Computer Vision Education Journal Article

In: IEEE Transactions on Education, 2003.

Tags: Deep Learning | Links:

Shah, Mubarak

The Changing Shape of Computer Vision in the Twenty First Century Journal Article

In: International Journal of Computer Vision, 2003.

Tags: Deep Learning | Links:

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Determining Driver Visual Attention with One Camera Journal Article

In: IEEE Transactions on Intelligent Transportation Systems, 2003.

Tags: Deep Learning | Links:

Javed, Omar; Khan, Sohaib; Rasheed, Zeeshan; Shah, Mubarak

Visual Content Based Segmentation of Talk and Game Shows Journal Article

In: International Journal of Computers and Applications (ACTA press), 2003.

Tags: Deep Learning | Links:

Khan, Sohaib; Shah, Mubarak

Consistent Labeling of Tracked Objects in Multiple Cameras with Overlapping Fields of View Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003.

Tags: Deep Learning | Links:

Shah, Mubarak

Understanding Human Behavior from Motion Imagery Journal Article

In: Machine Vision and Applications Journal, 2003.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shafique, Khurram; Shah, Mubarak

Target Tracking in Airborne Forward Looking Infrared Imagery Journal Article

In: Image and Vision Computing Journal, 2003.

Tags: Deep Learning | Links:

Rasheed, Zeeshan

Video categorization using semantics and semiotics PhD Thesis

University of Central Florida, 2003.

Tags: Deep Learning | Links:

Rao, Cen

Invariance in human action analysis PhD Thesis

University of Central Florida, 2003.

Tags: Deep Learning | Links:

2002

Yilmaz, Alper; Shah, Mubarak

Estimation of Arbitrary Albedo and Shape from Shading for Symmetric Objects Conference

British Machine Vision Conference, 2002.

Tags: Deep Learning | Links:

Xiao, Jiangjian; Rao, Cen; Shah, Mubarak

View Interpolation for Dynamic Scenes Conference

2002.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shafique, Khurram; Shah, Mubarak

Estimation of Rigid and Non-rigid Facial Motion using Anatomical Face Model Conference

IEEE International Conference on Pattern Recognition, 2002.

Tags: Deep Learning | Links:

Rasheed, Zeeshan; Shah, Mubarak

Movie Genre Classification By Exploiting Audio-Visual Features Conference

IEEE International Conference on Pattern Recognition, 2002.

Tags: Deep Learning | Links:

Javed, Omar; Shah, Mubarak

Tracking And Object Classification For Automated Surveillance Conference

European Conference on Computer Vision, 2002.

Tags: Deep Learning | Links:

Dever, Jaime; da Vitoria Lobo, Niels; Shah, Mubarak

Automatic Visual Recognition of Armed Robbery Conference

IEEE International Conference on Pattern Recognition, 2002.

Tags: Deep Learning | Links:

Datta, Ankur; Shah, Mubarak; Lobo, Niels Da Vitoria

Person-on-Person Violence Detection in Video Data Conference

IEEE International Conference on Pattern Recognition, 2002.

Tags: Deep Learning | Links:

Russo, Richard; da Vitoria Lobo, Niels; Shah, Mubarak

A Computer Vision System for Monitoring Production of Fast Food Conference

Asian Conference on Computer Vision, 2002.

Tags: Deep Learning | Links:

Javed, Omar; Shafique, Khurram; Shah, Mubarak

A Hierarchical Approach to Robust Background Subtraction using Color and Gradient Information Conference

IEEE Workshop on Motion and Video Computing, 2002.

Tags: Deep Learning | Links:

A., Myles; da Vitoria Lobo, Niels; Shah, Mubarak

Wheelchair Detection in a Calibrated Environment Conference

ACCV, 2002.

Tags: REU

Datta, Ankur; Shah, Mubarak; da Vitoria Lobo, Niels

Person-on-Person Violence Detection in Video Data Conference

International Conference on Pattern Recognition, 2002.

Tags: REU

Dever, Jaime; da Vitoria Lobo, Niels; Shah, Mubarak

Automatic Visual Recognition of Armed Robbery Conference

IEEE International Conference on Pattern Recognition, 2002.

Tags: REU

Shu, Guang; Dehghan, Afshin; Oreifej, Omar; Hand, Emily; Shah, Mubarak

Part-based Multiple-Person Tracking with Partial Occlusion Handling Conference

Computer Vision and Pattern Recognition, 2002.

Tags: REU

Muise, Robert; Mahalanobis, Abhijit

Image enhancement for automatic target detection Proceedings

Automatic Target Recognition XII, vol. 4726, 2002.

Tags: Deep Learning

Mahalanobis, Abhijit; Sims, S. R. F.; Nevel, Alan J. Van

A Signal to Clutter Measure for measuring ATR performance using Complimentary Eigen-Value Distribution Analysis Journal Article

In: Optical Engineering, vol. 42, no. 4, pp. 1144-1151, 2002.

Tags: Deep Learning

Nevel, Alan J. Van; Mahalanobis, Abhijit

Comparative study of MACH filter variants using LADAR imagery Journal Article

In: Optical Engineering, vol. 42, no. 3, pp. 541-550, 2002.

Tags: Deep Learning

Mahalanobis, Abhijit; Nevel, Alan J. Van

Performance of Multi-Dimensional Algorithms for Target Detection in LADAR Imagery Proceedings

SPIE, vol. 4789, 2002.

Tags: Deep Learning

Rao, Cen; Yilmaz, Alper; Shah, Mubarak

View-Invariant Representation And Recognition of Actions Journal Article

In: International Journal of Computer Vision, 2002.

Tags: Deep Learning | Links:

III, Walter Phillips; Shah, Mubarak; da Vitoria Lobo, Niels

Flame Recognition in Video Journal Article

In: Pattern Recognition Letters, 2002.

Tags: Deep Learning | Links:

Khan, Sohaib Ahmad

Visual tracking of people and object-based video segmentation PhD Thesis

University of Central Florida, 2002.

Tags: Deep Learning | Links:

Russo, Richard; da Vitoria Lobo, Niels; Shah, Mubarak

A Computer Vision System for Monitoring Production of Fast Food Conference

Asian Conference on Computer Vision, 2002.

Tags: REU

III, Walter Phillips; Shah, Mubarak; da Vitoria Lobo, Niels

Flame Recognition in Video, Conference

Pattern Recognition Letters, vol. 23, 2002.

Tags: REU

2001

Rao, Cen; Shah, Mubarak

View Invariance in Action Recognition Conference

IEEE International Conference on Computer Vision and Pattern Recognition, 2001.

Tags: Deep Learning | Links:

Khan, Sohaib; Shah, Mubarak

Object Based Segmentation of Video Using Color, Motion and Spatial Information Conference

IEEE International Conference on Computer Vision and Pattern Recognition, 2001.

Tags: Deep Learning | Links:

Khan, Sohaib; Javed, Omar; Rasheed, Zeeshan; Shah, Mubarak

Human Tracking in Multiple Cameras Conference

IEEE International Conference on Computer Vision, 2001.

Tags: Deep Learning | Links:

Javed, Omar; Rasheed, Zeeshan; Shah, Mubarak

A Framework for Segmentation of Talk & Game Shows Conference

IEEE International Conference on Computer Vision, 2001.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shafique, Khurram; Shah, Mubarak; da Vitoria Lobo, Niels

Target-Tracking in FLIR Imagery Using Mean-Shift and Global Motion Compensation Workshop

Workshop on Computer Vision Beyond the Visible Spectrum, 2001.

Tags: Deep Learning | Links:

Khan, Sohaib; Javed, Omar; Shah, Mubarak

Tracking in Uncalibrated Cameras with Overlapping Field of View Conference

Performance Evaluation of Tracking and Surveillance PETS 2001, 2001.

Tags: Deep Learning | Links:

Ayers, Douglas; Shah, Mubarak

Monitoring Human Behavior from Video Taken in an Office Environment Conference

Image and Vision Computing, vol. 19, 2001.

Tags: REU

B., Bracewell D.; da Vitoria Lobo, Niels; Shah, Mubarak

Human identification through body measurements Conference

Proceedings of Computers and Their Applications, 2001.

Tags: REU

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

A System for Placing Videotaped and Digital Lectures Online Conference

International Symposium on Intelligent Multimedia, Video and Speech, 2001.

Tags: REU

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Nevel, Alan J. Van

Volume correlation filters for recognizing patterns in 3D data Proceedings

Algorithms and Systems for Optical Information Processing V, 2001.

Tags: Deep Learning

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

Computer Vision Framework for Analyzing Projections from Video of Lectures Conference

International Journal of Computers and Their Applications - Special Issue on Intelligent Systems, 2001.

Tags: REU

Mahalanobis, Abhijit; Daniell, C.

Correlation Pattern Recognition in Compressed Images Proceedings

Optoelectronic information processing, 2001.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert

Advanced detection and correlation-based automatic target recognition Proceedings

Automatic Target Recognition XI, vol. 4379, 2001.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Nevel, Alan J. Van

Three-dimensional correlation filters for orientation invariant recognition Proceedings

Automatic Target Recognition XI, 2001.

Tags: Deep Learning

Ayers, Douglas; Shah, Mubarak

Monitoring Human Behavior from Video Taken in an Office Environment Journal Article

In: Image and Vision Computing, 2001.

Tags: Deep Learning | Links:

Shah, Mubarak; Bowyer, Kevin

Mentoring Undergraduates in Computer Vision Research Journal Article

In: IEEE Transactions on Education, 2001.

Tags: Deep Learning | Links:

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

A Computer Vision Framework for Analyzing Computer and Overhead Projections from Within Video Journal Article

In: International Journal of Computers and Their Applications - Special Issue on Intelligent Systems, 2001.

Tags: Deep Learning | Links:

2000

Rao, Cen; Shah, Mubarak

A View-Invariant Representation of Human Action Conference

International Conference on Control, 2000.

Tags: Deep Learning | Links:

Yilmaz, Alper; Shah, Mubarak

Shot Detection using Principle Coordinate System Conference

IASTED Int'l Conference, 2000.

Tags: Deep Learning | Links:

Javed, Omar; Khan, Sohaib; Rasheed, Zeeshan; Shah, Mubarak

A Framework for Segmentation of Interview Videos Conference

IASTED Int'l Conference, 2000.

Tags: Deep Learning | Links:

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Monitoring Head/Eye Motion for Driver Alertness with One Camera Conference

Fifteenth IEEE International Conference on Pattern Recognition, 2000.

Tags: Deep Learning | Links:

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

Computer Vision Framework for Analyzing Projections from Video of Lectures Conference

ISCA 9th International Conference for Intelligent Systems, 2000.

Tags: Deep Learning | Links:

Wu, Andrew; Shah, Mubarak; da Vitoria Lobo, Niels

A Virtual 3D Blackboard: 3D Finger Tracking using a single camera Conference

FG'2000 Fourth IEEE International Conference on Automatic Face and Gesture Recognition, 2000.

Tags: Deep Learning | Links:

Khan, Sohaib; Shah, Mubarak

Tracking People in Presence of Occlusion Asian Conference on Computer Vision Conference

2000.

Tags: Deep Learning | Links:

Haering, Niels; da Vitoria Lobo, Niels; Qian, Richard; Sezan, Ibrahim

A Framework for Designing Event Detectors, Conference

Asian Conference on Computer Vision, 2000.

Tags: Deep Learning

Javed, Omar; Khan, Sohaib; Rasheed, Zeeshan; Shah, Mubarak

Camera Handoff: Tracking in Multiple Uncalibrated Stationary Cameras Workshop

IEEE Workshop on Human Motion, 2000.

Tags: Deep Learning | Links:

III, Walter Phillips; Shah, Mubarak; da Vitoria Lobo, Niels

Flame Detection in Video Workshop

2000.

Tags: Deep Learning

Cannata, Richard W.; Shah, Mubarak; Blask, Steven G.; Workum, John A. Van

Autonomous Video Registration Using Sensor Model Parameter Adjustments Workshop

Applied Imagery Pattern Recognition Workshop (AIPR), 2000.

Tags: Deep Learning | Links:

Haering, Niels; Qian, Richard; Sezan, Ibrahim

Detecting Hunts in Wildlife Documentaries Conference

International Conference on Multimedia Computing and Systems, 2000.

Tags: Deep Learning | Links:

III, Walter Phillips; Shah, Mubarak; da Vitoria Lobo, Niels

Flame Detection in Video Conference

Applications of Computer Vision, 2000.

Tags: REU

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Monitoring Head/Eye Motion for Driver Alertness with One Camera Conference

Fifteenth IEEE International Conference on Pattern Recognition, 2000.

Tags: REU

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

A Computer Vision Framework for Analyzing Computer and Overhead Projections from Within Video Conference

International Conference for Intelligent Systems, 2000.

Tags: REU

Wu, Andrew; Shah, Mubarak; da Vitoria Lobo, Niels

A Virtual 3D Blackboard: 3D Finger Tracking using a single camera Conference

Fourth IEEE International Conference on Automatic Face and Gesture Recognition, 2000.

Tags: REU

Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit; Takessian, Alex

Optimal tradeoff circular harmonic function (OTCHF) correlation filters providing controlled in-plane rotation response Journal Article

In: IEEE Transactions on Image processing, vol. 9, no. 6, pp. 1025-1034, 2000.

Tags: Deep Learning

Alkanhal, M.; Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Improving the false alarm capabilities of the maximum average correlation height (MACH) correlation filter Journal Article

In: Optical Engineering, vol. 39, no. 5, pp. 1133-1141, 2000.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Frankot, R. T.

Optimization of Intra-Class and Between Class Registration for Correlation Filter Synthesis Journal Article

In: Applied Optics, vol. 39, no. 17, pp. 2918-2924, 2000.

Tags: Deep Learning

Mahalanobis, Abhijit; Ortiz, L.; Kumar, B. V. K. Vijaya; Ezekiel, A.

Correlation ATR performance using Xpatch (synthetic) training data Proceedings

SPIE, vol. 4053, 2000.

Tags: Deep Learning

Alkanhal, M.; Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Improved clutter rejection in SAR imagery using the extended maximum average correlation height (EMACH) filter Proceedings

SPIE, vol. 4053, 2000.

Tags: Deep Learning

Perona, M. T.; Mahalanobis, Abhijit; Zachery, K. N.

System level evaluations of LADAR ATR using correlation filters Proceedings

SPIE, vol. 4050, 2000.

Tags: Deep Learning

1999

Qian, Richard; Haering, Niels; Sezan, Ibrahim

A Computational Approach to Semantic Event Detection Conference

Computer Vision and Pattern Recognition, 1999.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit; Casasent, David

Performance evaluation of Minimum Average Correlation Energy Filters Journal Article

In: Applied Optics, vol. 30, no. 5, pp. 561-572, 1999.

Tags: Deep Learning

Zhang, Ruo; Tsai, Ping-sing; Cryer, James; Shah, Mubarak

Shape from Shading: A Survey Conference

IEEE PAMI, 1999.

Tags: REU

Davis, James; Shah, Mubarak

Toward 3-D Gesture Recognition Conference

International Journal of Pattern Recognition and Artificial Intelligence, 1999.

Tags: REU

Kumar, B. V. K. Vijaya; Alkanhal, M.; Mahalanobis, Abhijit

The effect of constraint phases on the clutter rejection performance of SDF filters Proceedings

Automatic Target Recognition IX, vol. 3718, 1999.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Alkanhal, M.; Mahalanobis, Abhijit

Improving the false alarm capabilities of composite correlation filters Proceedings

Automatic Target Recognition IX, 1999.

Tags: Deep Learning

Mahalanobis, Abhijit; Ortiz, L.; Kumar, B. V. K. Vijaya

Performance of the MACH/DCCF algorithms on the 10-class public release MSTAR data set Proceedings

Algorithms for Synthetic Aperture Radar Imagery VI, 1999.

Tags: Deep Learning

Perona, M. T.; Mahalanobis, Abhijit; Zachery, K. N.

LADAR automatic target recognition using correlation filters Proceedings

Automatic Target Recognition IX, vol. 3718, 1999.

Tags: Deep Learning

Walls, B.; Mahalanobis, Abhijit

Performance of the MACH filter and DCCF algorithms in the presence of data compression Proceedings

Automatic Target Recognition IX, vol. 3718, 1999.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Recent advances in Composite Correlation filter designs Journal Article

In: Asian Journal of Physics, vol. 8, no. 4, pp. 407-420, 1999.

Tags: Deep Learning

Mahalanobis, Abhijit; Kelly, D.

High valued target recognition using correlation filters Proceedings

Automatic Object Recognition VI, 1999.

Tags: Deep Learning

Zhang, Ruo; Tsai, Ping-Sing; Cryer, James; Shah, Mubarak

Shape from Shading: A Survey Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 1999.

Tags: Deep Learning | Links:

Haering, Niels; da Vitoria Lobo, Niels

A Framework for Designing Event Detectors Technical Report

Technical Report, 1999.

Tags: Deep Learning | Links:

Haering, Niels; Qian, Richard; Sezan, Ibrahim; da Vitoria Lobo, Niels

Detecting Hunts in Wildlife Documentaries Technical Report

Technical Report, 1999.

Tags: Deep Learning | Links:

Haering, Niels; da Vitoria Lobo, Niels

Features and Classification Methods to Locate Deciduous Trees in Images Journal Article

In: Journal of Computer Vision and Image Understanding, 1999.

Tags: Deep Learning | Links:

Haering, Niels; Qian, Richard; Sezan, Ibrahim

A Semantic Event Detection Approach and Its Application to Detecting Hunts in Wildlife Video Journal Article

In: IEEE Transactions on Circuits and Systems for Video Technology, 1999.

Tags: Deep Learning | Links:

Bebis, George; Georgiopoulos, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Recognition by Learning Affine Transformations Journal Article

In: Pattern Recognition, 1999.

Tags: Deep Learning | Links:

Zhang, Ruo; Shah, Mubarak

Shape from Intensity Gradient Journal Article

In: IEEE Transactions on Systems, 1999.

Tags: Deep Learning | Links:

Kwon, Young Ho; da Vitoria Lobo, Niels

Age Classification from Facial Images Journal Article

In: Computer Vision and Image Understanding Journal, 1999.

Tags: Deep Learning | Links:

Kocak, D.; da Vitoria Lobo, Niels; Widder, E.

Computer Vision Techniques for Quantifying, Tracking and Identifying Bioluminescent Plankton Journal Article

In: IEEE Journal of Oceanic Engineering, 1999.

Tags: Deep Learning | Links:

1998

Ayers, Douglas; Shah, Mubarak

Monitoring Human Behavior in an Office Environment Workshop

Workshop on Applications of Computer Vision,, 1998.

Tags: Deep Learning

Dettmer, Shawn; Seetharamaiah, Avinash; Nan, Li; Wang, Lin; Shah, Mubarak

Model-Based Approach for Recognizing Human Activities From Video Sequences Workshop

NSF Workshop on recent Advances in Computer Vision, 1998.

Tags: Deep Learning | Links:

Ortega, A.; Shah, Mubarak

From Shape from Shading to Object Recognition Conference

International Journal of Pattern Recognition and Artificial Intelligence, 1998.

Tags: REU

Windyga, Piotr; Ingrassia, Chris; Shah, Mubarak

A non-linear filter for impulsive noise reduction Conference

Proceedings of Joint Conference of Information Sciences, 1998.

Tags: REU

Ayers, Douglas; Shah, Mubarak

Monitoring Human Behavior in an Office Environment Conference

Applications of Computer Vision, 1998.

Tags: REU

Sutton, M.; Stark, L.; Bowyer, K.

Reasoning about function to achieve generic recognition of rigid 3-D shapes Conference

Pattern Recognition,, 1998.

Tags: REU

Mahalanobis, Abhijit

Processing of Multi-Sensor Data using Correlation Filters Proceedings

SPIE, vol. 3466, 1998.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit; Takessian, Alex

Optimal Tradeoff Correlation Filters with Controlled In-plane Rotation Response for Target Recognition Proceedings

Algorithms for Synthetic Aperture Radar Imagery V,, vol. 3371, 1998.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Carlson, Daniel

Evaluation of MACH and DCCF correlation filters for SAR ATR using the MSTAR Public Data Base Proceedings

Algorithms for Synthetic Aperture Radar Imagery V, vol. 3370, 1998.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya

Important Differences between Distance Classifier Correlation Filters (DCCFs) and Fisher Linear Discriminant Functions Proceedings

AUTOMATIC TARGET RECOGNITION VIII, vol. 3371, 1998.

Tags: Deep Learning

Myles, Zarina; da Vitoria Lobo, Niels

Recovering Affine Motion and Defocus Blur Simultaneously Journal Article

In: IEEE Transactions Pattern Analysis and Machine Intelligence, 1998.

Tags: Deep Learning | Links:

Bebis, George; Georgiopoulos, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Indexing Based on Algebraic Functions of Views Journal Article

In: Computer Vision and Image Understanding, 1998.

Tags: Deep Learning | Links:

Ortega, A.; Shah, Mubarak

From Shape from Shading to Object Recognition Journal Article

In: International Journal of Artificial Intelligence and Pattern Recognition, 1998.

Tags: Deep Learning | Links:

Tsai, Ping-Sing; Shah, Mubarak

Shape from Shading with Variable Albedo Journal Article

In: Optical Engineering, 1998.

Tags: Deep Learning | Links:

Windyga, Piotr; Garreau, M.; Shah, Mubarak; Breton, H. Le; Coatrieux, J. L.

Three-dimensional Reconstruction of the Coronary Arteries using a priori Knowledge Journal Article

In: Medical & Biological Engineering & Computing, 1998.

Tags: Deep Learning | Links:

Bebis, George; Georgiopoulos, Michael; da Vitoria Lobo, Niels

Using Self-organizing Maps to Learn Geometric Hash Functions for Model-based Object Recognition Journal Article

In: IEEE Transactions on Neural Networks, 1998.

Tags: Deep Learning | Links:

Dettmer, Shawn; Seetharamaiah, A.; Wang, L.; Shah, Mubarak

Model-based approach for recognizing human activities From Video Sequences Conference

NSF Workshop on Recent Advances in Computer Vision, 1998.

Tags: REU

Kumar, B. V. K. Vijaya; Carlson, Daniel; Mahalanobis, Abhijit

Efficient determination of optimal gain and angle in the design of optical correlation filter Journal Article

In: Optical Engineering, vol. 37, no. 1, pp. 132-137, 1998.

Tags: Deep Learning

1997

Haering, Niels; Myles, Zarina; da Vitoria Lobo, Niels

Locating Deciduous Trees Content-Based Access of Images in Video Library Conference

1997.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya

On the optimality of the MACH filter for detection of targets in noise Journal Article

In: Optical Engineering, Special Issue on Correlation Pattern Recognition, vol. 36, pp. 2642-2648, 1997.

Tags: Deep Learning

Mahalanobis, Abhijit

Correlation Pattern Recognition Journal Article

In: Optical Engineering, vol. 36, no. 17, pp. 3127-3133, 1997.

Tags: Deep Learning

Mahalanobis, Abhijit; Javidi, Bahram; Psaltis, D.

Applications of Pattern Recognition Proceedings

Pattern Recognition Symposium, 1997.

Tags: Deep Learning

Mahalanobis, Abhijit; Carlson, Daniel

Advantages of Correlation Filters for the Recognition of Mobile Targets in Multi-Sensor Applications Proceedings

Automatic Target Recognition Working Group (ATRWG), 1997.

Tags: Deep Learning

Nan, Li; Dettmer, Shawn; Shah, Mubarak

Visually Recognizing Speech Using Eigensequences Conference

Motion-Based Recognition, 1997.

Tags: REU

Prestopnik, Paul; Shah, Mubarak

Manipulating MR/CT Data With Hand Gestures Conference

Sixth International Conference on Intelligent Systems, 1997.

Tags: REU

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya

Polynomial Filters for Higher Order Correlation and Multi-Input Information Fusion Proceedings

SPIE Optical Engineering Press, 1997.

Tags: Deep Learning

Alkanhal, M.; Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Combining multiple correlators using neural networks Proceedings

Optical Pattern Recognition VIII, 1997.

Tags: Deep Learning

Mahalanobis, Abhijit

Correlation filters for object tracking, target re-acquisition and smart aim-point selection Proceedings

Optical Pattern Recognition VIII, vol. 3073, 1997.

Tags: Deep Learning

Tian, Yu; Shah, Mubarak

Recovering 3D Motion and Structure using Adaptive Hough Transform Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997.

Tags: Deep Learning | Links:

Bebis, George; Georgiopoulos, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Learning Affine Transformations Journal Article

In: Pattern Recognition, 1997.

Tags: Deep Learning | Links:

Zhang, Ruo; Shah, Mubarak

Iterative Shape Recovery From Multiple Images Journal Article

In: Image and Vision Computing, 1997.

Tags: Deep Learning | Links:

Chen, J.; da Vitoria Lobo, Niels; Hughes, C. E.; Moshell, M.

Real-time Fluid Simulation in a Dynamic Virtual Environment Journal Article

In: IEEE Computer Graphics and Applications, 1997.

Tags: Deep Learning | Links:

1996

Uhl, Robert G.; da Vitoria Lobo, Niels

A Framework for Recognizing a Facial Image from a Police Sketch Conference

Computer Vision and Pattern Recognition, 1996.

Tags: Deep Learning | Links:

Myles, Zarina; da Vitoria Lobo, Niels

Recovering Affine Motion and Defocus Blur Simultaneously Journal Article

In: Computer Vision and Pattern Recognition, 1996.

Tags: Deep Learning | Links:

Mahalanobis, Abhijit; Khunkhun, A.

Correlation filters for target re-acquisition and smart aim-point selection Proceedings

Redstone Arsenal, 1996.

Tags: Deep Learning

Sutton, M.; Liu, H.; Bowyer, K.

Towards a domain-independent function-based recognition system Conference

1996.

Tags: REU

Cicero, Tana

Design of a Stereo Robot Head: Hardware and Software Issues Conference

IEEE, 1996.

Tags: REU

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Sims, S. R. F.

Distance classifier correlation filters for multi-class automatic target recognition Journal Article

In: Applied Optics , vol. 35, no. 17, pp. 3127-3133, 1996.

Tags: Deep Learning

Carlson, Daniel; Kumar, B. V. K. Vijaya; Juday, R. D.; Mahalanobis, Abhijit

MEDOF 30: Optimizing composite filters in the presence of device constraints and system noise Proceedings

SPIE, 1996.

Tags: Deep Learning

Mahalanobis, Abhijit

Review of correlation filters and their application for scene matching Proceedings

Critical Reviews of Optical Science Technology, vol. 65, 1996.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya

Prediction and comparison of performance of correlation filters Proceedings

Advances in Optical Information Processing VII, 1996.

Tags: Deep Learning

Zhang, Ruo; Tsai, Ping-Sing; Shah, Mubarak

Photomotion Journal Article

In: CVGIP: Image Understanding, 1996.

Tags: Deep Learning | Links:

Shah, Mubarak; Bowyer, Kevin; da Vitoria Lobo, Niels

Research Experience for Undergraduates in Computer Vision Technical Report

Technical Report, 1996.

Tags: Deep Learning | Links:

da Vitoria Lobo, Niels; Tsotsos, J. K.

Computing Egomotion and Detecting Independent Motion from Image Motion using Collinear Points Journal Article

In: 1996.

Tags: Deep Learning | Links:

1995

Bebis, George; Georgiopoulos, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Learning Geometric Hashing Functions for Model-Based Object Recognition Conference

International Conference on Computer Vision, 1995.

Tags: Deep Learning | Links:

Mall, Howard B.; da Vitoria Lobo, Niels

Determining Wet Surfaces from Dry Conference

International Conference on Computer Vision, 1995.

Tags: Deep Learning | Links:

Nan, Li; Dettmer, Shawn; Shah, Mubarak

Visual Lipreading Using Eigen sequences Workshop

International Workshop on face and Gesture Recognition, 1995.

Tags: Deep Learning | Links:

Nan, Li; Dettmer, Shawn; Shah, Mubarak

Visual Lipreading Using Eigensequences Conference

Automatic Face and Gesture Recognition, 1995.

Tags: REU

Cryer, James; Tsai, Ping-sing; Shah, Mubarak

Combining Stereo and Shading Conference

Pattern Recognition, vol. 28, 1995.

Tags: REU

Mahalanobis, Abhijit

Correlation filters for automatic target recognition Proceedings

Signal Processing, Sensor Fusion, and Target Recognition IV, 1995.

Tags: Deep Learning

Mahalanobis, Abhijit; Khunkhun, A.

Purely real unconstrained correlation filters Proceedings

Optical Pattern Recognition VI, 1995.

Tags: Deep Learning

Sims, S. R. F.; Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya

Evaluation of generalized distance classifier correlation filters for multi-class automatic target recognition Proceedings

Automatic Object Recognition V, 1995.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Recent advances in distortion invariant correlation filter design Proceedings

Optical Pattern Recognition VI, 1995.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Carlson, Daniel; Friday, W.; Davenport, W.; Mahalanobis, Abhijit

Design and testing of correlation filters for cross-coupled devices Proceedings

Optical Pattern Recognition VI, 1995.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Carlson, Daniel; Mahalanobis, Abhijit

Efficient computation of optimal gain and angle in the design of correlation filters for cross-coupled devices Proceedings

SPIE, vol. 2565, 1995.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Sims, S. R. F.

Distance classifier correlation filters using multiple eigenvectors for enhanced class separation Proceedings

Optical Implementation of Information Processing, vol. 2565, 1995.

Tags: Deep Learning

Cedras, Claudette; Shah, Mubarak

Motion Based Recognition: A Survey Journal Article

In: Image and Vision Computing, 1995.

Tags: Deep Learning | Links:

Shah, Mubarak; Bowyer, Kevin

Mentoring Undergradutates in Computer Vision Research Technical Report

Technical Report,, 1995.

Tags: Deep Learning | Links:

Nan, Li; Dettmer, Shawn; Shah, Mubarak

Lipreading Using Spatiotemporal Eigen Decomposition Technical Report

Technical Report, 1995.

Tags: Deep Learning | Links:

Cryer, James; Tsai, Ping-Sing; Shah, Mubarak

Shape from Shading and Stereo Journal Article

In: Pattern Recognition, 1995.

Tags: Deep Learning | Links:

Chen, J.; da Vitoria Lobo, Niels

Real-time Fluid Modeling using Navier-Stokes Equation Journal Article

In: Graphical Models and Image Processing, 1995.

Tags: Deep Learning

Tian, Yu; Shah, Mubarak

Motion Estimation and Segmentation Journal Article

In: Machine Vision and Applications, 1995.

Tags: Deep Learning | Links:

1994

Tsai, Ping-sing; Shah, Mubarak; Keiter, Katharine; Kasparis, Takis

Cyclic Motion Detection Conference

International Conference on Pattern Recognition, 1994.

Tags: Deep Learning | Links:

Davis, James; Shah, Mubarak

Gesture Recognition Conference

European Conference on Computer Vision, 1994.

Tags: Deep Learning | Links:

Cedras, Claudette; Shah, Mubarak

A Survey of Motion Analysis from Moving Light Displays Conference

Computer Vision and Pattern Recognition, 1994.

Tags: Deep Learning | Links:

Zhang, Ruo; Shah, Mubarak

Height Recovery from Intensity Gradient Conference

Computer Vision and Pattern Recognition, 1994.

Tags: Deep Learning | Links:

Zhang, Ruo; Tsai, Ping-Sing; Cryer, James; Shah, Mubarak

Analysis of Shape from Shading Techniques Conference

Computer Vision and Pattern Recognition, 1994.

Tags: Deep Learning | Links:

Tian, Tina Yu; Shah, Mubarak

Estimating 3D Motion and Shape of Multiple Objects Using Hough Transform Conference

International Conference on Pattern Recognition, 1994.

Tags: Deep Learning | Links:

Tian, Tina Yu; Shah, Mubarak

Motion Segmentation and Estimation Conference

International Conference on Image Processing, 1994.

Tags: Deep Learning | Links:

Kwon, Young Ho; da Vitoria Lobo, Niels

Age Classification from Facial Images Journal Article

In: Computer Vision and Pattern Recognition, 1994.

Tags: Deep Learning

Tian, Tina Yu; Shah, Mubarak

A General Approach for Determining 3D Motion and Structure of Multiple Objects and Image Trajectories Workshop

IEEE Workshop on Motion of Non-Rigid and Articulated Objects, 1994.

Tags: Deep Learning | Links:

Kumar, B. V. K. Vijaya; Carlson, Daniel; Mahalanobis, Abhijit

Optimal trade-off synthetic discriminant function (OTSDF) filters for arbitrary devices Journal Article

In: Optics Letters, vol. 19, no. 19, pp. 1556-1558, 1994.

Tags: Deep Learning

Mahalanobis, P.; Mahalanobis, Abhijit

Statistical inference for automatic target recognition Journal Article

In: Applied Optics, vol. 33, no. 29, pp. 6823-6825, 1994.

Tags: Deep Learning

Zhang, Ruo; Tsai, Ping-sing; Cryer, James; Shah, Mubarak

Analysis of Shape from Shading Techniques Conference

Computer Vision and Pattern Recognition, 1994.

Tags: REU

Davis, James; Shah, Mubarak

Gesture Recognition Conference

European Conference on Computer Vision, 1994.

Tags: REU

Tsai, P.; Shah, Mubarak; Keiter, Katharine; Kasparis, K.; Kasparis, Takis

Cyclic Motion Detection Conference

Pattern Recognition, 1994.

Tags: REU

Hoover, A.; Goldgof, D.; Bowyer, K.

Building a B-rep from a segmented range image Conference

CAD-Based Vision Workshop, 1994.

Tags: REU

Macchi, W. S.; da Vitoria Lobo, Niels

Interreflections with rough surfaces Conference

International Conference on Patttern Recognition, 1994.

Tags: REU

Hoover, A.; Baptiste, G. Jean-; Goldgof, D. B.; Bowyer, K. W.

A methodology for evaluating range image segmentation techniques Conference

WACV, 1994.

Tags: REU

Sallam, M.; Bowyer, K.

Registering time sequences of mammograms using a two-dimensional image unwarping technique Conference

Second International Workshop on Digital Mammography, 1994.

Tags: REU

Sutton, M.; Stark, L.; Bowyer, K.

Gruff-3: Generalizing the domain of a function-based recognition system Conference

Pattern Recognition, 1994.

Tags: REU

Davis, James; Shah, Mubarak

Toward 3-D Gesture Recognition Conference

Pattern Recognition and Artificial Intelligence journal, 1994.

Tags: REU

Davis, James; Shah, Mubarak

Visual Gesture Recognition Conference

IEEE Vision, Image and Signal Processing, 1994.

Tags: REU

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Carlson, Daniel; Sims, S. R. F.

Performance evaluation of distance classifier correlation filters Proceedings

Hybrid Image and Signal Processing IV, 1994.

Tags: Deep Learning

Singh, H.; Mahalanobis, Abhijit; Jagler, K. B.

Correlation filters for texture recognition and applications to terrain discrimination in SAR images Proceedings

Optical Pattern Recognition V, 1994.

Tags: Deep Learning

Mahalanobis, Abhijit; Orcutt, E. P.

Controlling correlation energy distribution using window functions Proceedings

Optical Pattern Recognition V, 1994.

Tags: Deep Learning

Singh, H.; Mahalanobis, Abhijit

Correlation filters for texture recognition and application to terrain delimitation in wide area surveillance Proceedings

Image Analysis II, 1994.

Tags: Deep Learning

Mahalanobis, Abhijit; Forman, Arthur; Day, N.; Bower, M.; Cherry, R.

Multi-class SAR ATR using shift-invariant correlation filters Journal Article

In: Correlation Filters and Neural Networks, vol. 27, no. 4, pp. 619-626, 1994.

Tags: Deep Learning

Chandola, A.; Mahalanobis, Abhijit

Ordered rules for full sentence translation: a neural network realization and case study for Hindi and English Journal Article

In: Pattern Recognition, Special Issue on Correlation Filters and Neural Networks, vol. 27, no. 4, pp. 515-521, 1994.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Song, Sewoong; Sims, S. R. F.; Epperson, Jim

Unconstrained Correlation Filters Journal Article

In: Applied Optics, vol. 33, no. 17, pp. 3751-3759, 1994.

Tags: Deep Learning

Davis, James; Shah, Mubarak

Visual Gesture Recognition Journal Article

In: Vision, Image and Signal Processing, 1994.

Tags: Deep Learning | Links:

Martin, Glenn A.; Shah, Mubarak

Lipreading by Optical Flow Correlation Technical Report

Technical Report, 1994.

Tags: Deep Learning | Links:

Cédras, Claudette; Shah, Mubarak

Motion-Based Recognition: a Survey Technical Report

Technical Report, 1994.

Tags: Deep Learning | Links:

Tsai, Ping-sing; Shah, Mubarak

Shape From Shading Using Linear Approximation Journal Article

In: Image and Vision Computing Journal, 1994.

Tags: Deep Learning | Links:

Tsai, Ping-Sing; Shah, Mubarak

Shape from Shading using Linear Approximation Journal Article

In: Image and Vision Computing, 1994.

Tags: Deep Learning | Links:

Tsai, Ping-Sing; Shah, Mubarak; Keiter, Katharine; Kasparis, Takis

Cyclic Motion Detection for Motion Based Recognition Journal Article

In: Pattern Recognition, 1994.

Tags: Deep Learning | Links:

Davis, James; Shah, Mubarak

Toward 3-D Gesture Recognition Journal Article

In: Pattern Recognition and Artificial Intelligence Journal, 1994.

Tags: Deep Learning | Links:

1993

Zhang, Ruo; Tsai, Ping-sing; Shah, Mubarak

Shape from Photomotion Conference

Computer Vision and Pattern Recognition, 1993.

Tags: Deep Learning | Links:

Woods, K. S.; Doss, C.; Bowyer, K. W.; Solka, J. L.; Priebe, C. E.; Kegelmeyer, W. P.

Comparitive evaluation of pattern recognition techniques for detection of microcalcifications in mammography Conference

International Journal of Pattern Recognition and Artificial Intelligence, 1993.

Tags: REU

Stark, L.; Hoover, A.; Goldgof, D.; Bowyer, K.

Function-based recognition from incomplete knowledge of shape Conference

Qualitative Vision, 1993.

Tags: REU

Jay Hackett,; Shah, Mubarak

Multisensor Fusion: A perspective Conference

Trends in Optical Engineering, 1993.

Tags: REU

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Sims, S. R. F.

Distance classifier correlation filters for distortion tolerance, discrimination, and clutter rejection Proceedings

SPIE, 1993.

Tags: Deep Learning

Bowyer, K.; Sallam, M.; Eggert, D.; Stewman, J. H.

Computing the generalized aspect graph for objects with moving parts Conference

IEEE Transactions on Pattern Analysis and Machine Intelligence, 1993.

Tags: REU

Mitra, S. K.; Mahalanobis, Abhijit; Saramaki, T.

A generalized structural subband decomposition of FIR filters and its applications in efficient FIR filter design and implementation Journal Article

In: IEEE Transactions on Circuits and Systems, vol. 40, pp. 375-381, 1993.

Tags: Deep Learning

Mahalanobis, Abhijit; Song, Sewoong; Petragalia, M. R.; Mitra, S. K.

Adaptive FIR filters based on structural subband decomposition for system identification problems Journal Article

In: IEEE Transactions on Circuits and Systems, vol. 40, pp. 354-362, 1993.

Tags: Deep Learning

Forman, Arthur; Brown, D. B.; Hughen, J. H.; Mahalanobis, Abhijit; Sanders, A. R.; Sullivan, D. J.

Multisensor target recognition systems Proceedings

Automatic Target Recognition Systems and Technology, 1993.

Tags: Deep Learning

Rangarajan, Krishnan; Allen, Bill; Shah, Mubarak

Matching Motion Trajectories Conference

Pattern Recognition, 1993.

Tags: REU

Mahalanobis, Abhijit; Singh, H.

Application of Correlation filters for texture recognition Journal Article

In: Applied Optics, vol. 33, no. 11, pp. 2173-2177, 1993.

Tags: Deep Learning

Sims, S. R. F.; Epperson, Jim; Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Synthetic discriminant functions using relaxed constraints Proceedings

Optical Pattern Recognition IV, 1993.

Tags: Deep Learning

Rangarajan, Krishnan; Allen, Bill; Shah, Mubarak

Matching Motion Trajectories Journal Article

In: Pattern Recognition, 1993.

Tags: Deep Learning | Links:

Tsai, Ping-sing; Shah, Mubarak; Keiter, Katharine; Kasparis, Takis

Cyclic Motion Detection Technical Report

Technical Report, 1993.

Tags: Deep Learning | Links:

Shah, Mubarak; Rangarajan, Krishnan; Tsai, Ping-Sing

Motion Trajectories Journal Article

In: IEEE Transaction on Systems, 1993.

Tags: Deep Learning | Links:

Williams, Donna; Shah, Mubarak

Edge Characterization Using Normalized Edge Detection Journal Article

In: CVGIP: Graphical Models and Image Processing, 1993.

Tags: Deep Learning | Links:

Zhang, Ruo; Tsai, Ping-sing; Shah, Mubarak

Depth from Photomotion Technical Report

Technical Report, 1993.

Tags: Deep Learning | Links:

Zhang, Ruo; Tsai, Ping-sing; Cryer, James; Shah, Mubarak

Analysis of Shape-from-shading techniques Technical Report

Technical Report, 1993.

Tags: Deep Learning | Links:

Awal, M. A.; Mahalanobis, Abhijit; Kundu, T.

Low frequency acoustic microscopy and pattern recognition for studying damaged and anisotropic composites and material defects Journal Article

In: Nondestructive Evaluation, vol. 11, no. 1, pp. 19-28, 1993.

Tags: Deep Learning

Mahalanobis, Abhijit; Forman, Arthur; Bower, M.; Day, N.; Cherry, R.

A quadratic distance classifier for multi-class SAR ATR using correlation filters Proceedings

SPIE, 1993.

Tags: Deep Learning

1992

Acharya, T.; Mukherjee, A.; Mahalanobis, Abhijit

An algorithm for a VLSI architecture for convolution using a multiplier-less transform Proceedings

International Association for the Advancement of Modeling and Simulation Technology, 1992.

Tags: Deep Learning

Mahalanobis, Abhijit; Song, Sewoong

Theoretical framework for the design of purely real SDF-type correlation filters Journal Article

In: Applied Optics, vol. 31, no. 35, pp. 7450-7456, 1992.

Tags: Deep Learning

Song, Sewoong; Mahalanobis, Abhijit; Petragalia, M. R.; Mitra, S. K.

General structural subband decomposition of adaptive filters for system identification problems Proceedings

Control and Computing, 1992.

Tags: Deep Learning

Gould, K.; Rangarajan, K.; Shah, Mubarak

Detection and representation of events in motion trajectories Conference

Advances in Image Processing and Analysis, 1992.

Tags: REU

Hackett, J.; Lavoie, M.; Shah, Mubarak

Object recognition using multiple sensors Conference

Journal of Information Sciences and Technology, 1992.

Tags: REU

Sutton, M.; Stark, L.; Bowyer, K. W.

We do dishes, but we don't do windows': function-based modeling and recognition of rigid objects Conference

PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 1992.

Tags: REU

Hoover, A.; Goldgof, D. B.; Bowyer, K. W.

Extracting known and inferred shape information from a single view Conference

PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 1992.

Tags: REU

Sallam, M.; Hubiak, G.; Bowyer, K.; Clarke, L.

Screening mammograms images for abnormalities developing over time Conference

Nuclear Science Symposium and Medical Imaging Conference, 1992.

Tags: REU

Sutton, M. A.; Stark, L.; Bowyer, K. W.

We do dishes, but we don't do windows': function-based modeling and recognition of rigid objects Conference

Applications in Optical Science and Engineering, 1992.

Tags: REU

Hoover, A.; Goldgof, D. B.; Bowyer, K. W.

Extracting known and inferred shape information from a single view Conference

Applications in Optical Science and Engineering, 1992.

Tags: REU

Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit; Song, Sewoong; Sims, S. R. F.; Epperson, Jim

Minimum Squared Error Synthetic Discriminant Functions Journal Article

In: Optical Engineering, vol. 31, no. 5, pp. 915-922, 1992.

Tags: Deep Learning

Sims, S. R. F.; Epperson, Jim; Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Minimum squared error synthetic discriminant function filter performance evaluation Proceedings

Optical Pattern Recognition III, 1992.

Tags: Deep Learning

Hackett, J.; Lavoie, M.; Shah, Mubarak

Three Dimensional Object Recognition Using Multiple Sensors Journal Article

In: Journal of Information and Science and Technology, 1992.

Tags: Deep Learning

Rangarajan, Krishnan; Shah, Mubarak

Interpretation of Motion Trajectories Using Focus of Expansion Journal Article

In: IEEE Transaction on Pattern Analysis and Machine Intelligence, 1992.

Tags: Deep Learning | Links:

Cryer, James; Tsai, Ping-sing; Shah, Mubarak

Combining Shape from Shading and Stereo Using Human Vision Model Technical Report

Technical Report, 1992.

Tags: Deep Learning | Links:

Williams, Donna; Shah, Mubarak

A Fast Algorithm for Active Contours and Curvature Estimation Journal Article

In: Computer Vision, Graphics and Image Processing, 1992.

Tags: Deep Learning | Links:

Tsai, Ping-sing; Shah, Mubarak

Shape From Shading Using Linear Approximation Technical Report

Technical Report, 1992.

Tags: Deep Learning | Links:

Shah, Mubarak; Rangarajan, Krishnan; Tsai, Ping-sing

Motion Trajectories Technical Report

Technical Report, 1992.

Tags: Deep Learning | Links:

1991

Mahalanobis, Abhijit; Song, Sewoong

Purely real correlation filters Proceedings

Optical Information Processing Systems and Architecture III, 1991.

Tags: Deep Learning

Mahalanobis, Abhijit; Mitra, S. K.

Multi-level stable nerual states for Hopfield Networks using subband decomposition Proceedings

Pattern Recognition and Signal Processing II, 1991.

Tags: Deep Learning

Kundu, T.; Awal, M. A.; Mahalanobis, Abhijit

Acoustic microscopy for material characterization Proceedings

International Symposium on Acoustic Imaging, 1991.

Tags: Deep Learning

Mahalanobis, Abhijit; Nadar, M. S.

Synthesis of binary correlation filters using neural networks Proceedings

Applications of Artificial Neural Networks II, 1991.

Tags: Deep Learning

Sallam, M.; Bowyer, K. W.

Generalizing the Aspect Graph Concept to Include Articulated Assemblies Conference

Pattern Recognition Letters, 1991.

Tags: REU

Mahalanobis, Abhijit

Signal dependent degradation in noise performance of optimum detectors for multiple signal detection Journal Article

In: IEEE Transactions on Signal Processing, vol. 29, no. 2, pp. 431-436, 1991.

Tags: Deep Learning

Rangarajan, Krishnan; Shah, Mubarak

Establishing Motion Correspondence Journal Article

In: Computer Vision, Graphics and Image Processing: Image Understanding, 1991.

Tags: Deep Learning | Links:

1990

Mitra, S. K.; Petragalia, M. R.; Mahalanobis, Abhijit

Structural subband implementation of adaptive filters Proceedings

Asilomar Conference on Signals, Systems, & Computers Session, 1990.

Tags: Deep Learning

Sudharsanan, S. I.; Mahalanobis, Abhijit; Sundareshan, M. K.

Unified framework for the synthesis of synthetic discriminant function with reduced noise variance and sharp correlation structure Journal Article

In: Optical Engineering, vol. 29, no. 9, pp. 1021-1028, 1990.

Tags: Deep Learning

Sallam, M.; Bowyer, K.

Generalizing the aspect-graph concept to include articulated assemblies Conference

Close-Range Photogrammetry Meets Machine Vision , 1990.

Tags: REU

Sallam, M.; Stewman, J.; Bowyer, K.

Computing the visual potential of an articulated assembly of parts Conference

Computer Vision, 1990.

Tags: REU

Mitra, S. K.; Mahalanobis, Abhijit

Efficient FIR Filter Design and Implementation Using A Structural Subband Decomposition Proceedings

Bilkent International Conference on New Trends in Communications, Control and Signal Proceedings, 1990.

Tags: Deep Learning

Sudharsanan, S. I.; Mahalanobis, Abhijit; Sundareshan, M. K.

Synthesis of correlation filters: a generalized space‑domain approach for improved filter characteristics Proceedings

Optical Information Processing, 1990.

Tags: Deep Learning

Sudharsanan, S. I.; Mahalanobis, Abhijit; Sundareshan, M. K.

Selection of optimum output correlation values in synthetic discriminant function design Journal Article

In: Optical Society of America, vol. 7, no. 4, pp. 611-616, 1990.

Tags: Deep Learning

Williams, Donna; Shah, Mubarak

Edge Contours Using Multiple Scales Journal Article

In: Computer Vision, Graphics and Image Processing, 1990.

Tags: Deep Learning | Links:

1989

Gould, Kristine; Shah, Mubarak

The Trajectory Primal Sketch: A Multi-Scale Scheme for Representing Motion Characteristics Conference

Computer Vision and Pattern Recognition, 1989.

Tags: Deep Learning | Links:

Gould, Kristine; Shah, Mubarak

The Trajectory Primal Sketch: A Multi-Scale Scheme for Representing Motion Characteristics Conference

Computer Vision and Pattern Recognition, 1989.

Tags: REU

Kumar, B. V. K. Vijaya; Casasent, David; Mahalanobis, Abhijit

Correlation filters for target detection in Markov model background clutter Journal Article

In: Applied Optics , vol. 28, no. 15, pp. 3112-3119, 1989.

Tags: Deep Learning

Hackett, J.; Shah, Mubarak

Segmentation using range and intensity data, Conference

Optical Engineering,, 1989.

Tags: REU

Jay Hackett,; Shah, Mubarak

Segmentation using Range and Intensity Data Journal Article

In: Optical Engineering, 1989.

Tags: Deep Learning | Links:

Rangarajan, Krishnan; Shah, Mubarak; Brackle, David Van

Optimal Corner Detector Journal Article

In: Computer Vision, Graphics and Image Processing, 1989.

Tags: Deep Learning | Links:

Casasent, David; Mahalanobis, Abhijit; Fetterly, D.

Advanced symbolic and inference optical correlation filter results Proceedings

SPIE , 1989.

Tags: Deep Learning

1988

Mahalanobis, Abhijit

Minimum Variance SDF design using Adaptive Algorithms Proceedings

SPIE , vol. 726, 1988.

Tags: Deep Learning

Ranganathan, N.; Shah, Mubarak

A VLSI Architecture for Scale-Space Journal Article

In: Computer Vision, Graphics and Image Processing, 1988.

Tags: Deep Learning | Links:

Kumar, B. V. K. Vijaya; Bahri, Zouhir; Mahalanobis, Abhijit

Constraint based optimization in minimum variance synthetic discriminant functions Journal Article

In: Applied Optics, vol. 27, no. 2, pp. 409-413, 1988.

Tags: Deep Learning

Casasent, David; Mahalanobis, Abhijit

Adaptive learning optical symbolic processor Proceedings

SPIE, 1988.

Tags: Deep Learning

1987

Casasent, David; Mahalanobis, Abhijit

Rule‑based symbolic processor for object recognition Journal Article

In: Applied Optics, vol. 26, no. 22, pp. 4795-4802, 1987.

Tags: Deep Learning

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Casasent, David

Minimum average correlation energy filters Journal Article

In: Applied Optics , vol. 26, no. 17, pp. 3633-3640, 1987.

Tags: Deep Learning

Casasent, David; Mahalanobis, Abhijit

Optical iconic filters for large class recognition Journal Article

In: Applied Optics, vol. 26, no. 11, pp. 2266-2272, 1987.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Bahri, Zouhir; Mahalanobis, Abhijit

Optimal synthetic discriminant functions based on intensity constraints Proceedings

Technical Digest Series , 1987.

Tags: Deep Learning

Casasent, David; Mahalanobis, Abhijit

Rule‑based, probabilistic, symbolic target classification by object segmentation Proceedings

Technical Digest Series , 1987.

Tags: Deep Learning

1986

Mahalanobis, Abhijit; Kumar, B. V. K. Vijaya; Casasent, David

Spatial‑temporal correlation filter for in‑plane distortion invariance Journal Article

In: Applied Optics, vol. 25, no. 23, pp. 4466-4472, 1986.

Tags: Deep Learning

Mahalanobis, Abhijit; Casasent, David

Large class iconic pattern recognition: an OCR case study Proceedings

SPIE , 1986.

Tags: Deep Learning

Casasent, David; Liebowitz, S. A.; Mahalanobis, Abhijit

Parameter selection for iconic filter synthesis Proceedings

SPIE, 1986.

Tags: Deep Learning

Kumar, B. V. K. Vijaya; Mahalanobis, Abhijit

Alternate interpretation for minimum variance synthetic discriminant functions Journal Article

In: Applied Optics , vol. 25, no. 15, pp. 2484, 1986.

Tags: Deep Learning

Shah, Mubarak; Sood, A.; Jain, R.

Pulse and Staircase Edge Models Journal Article

In: Computer Vision, Graphics and Image Processing, 1986.

Tags: Deep Learning | Links:

1985

Casasent, David; Mahalanobis, Abhijit

Correlation filters for distortion invariance and discrimination Proceedings

Optical Society of America, 1985.

Tags: Deep Learning

Mitra, S. K.; Mahalanobis, Abhijit

Fast computation of jacobian and inverse jacobian of robot manipulators Proceedings

SPIE , 1985.

Tags: Deep Learning | Links:

1984

Shah, Mubarak; Jain, R.

Detecting Time Varying Corners Journal Article

In: Computer Vision, Graphics and Image Processing, 1984.

Tags: Deep Learning | Links:

0000

Test Bachelor Thesis

0000.

Tags: Crowd Analysis, Damage Assessment, DIVA, Drone Video Analysis, EEG/Brain, Incremental Learning, Learning with Less Labels, LIDAR, Multi-Modal Learning, Noisy Labels, Open World, Out of Distribution (OOD), Privacy Preservation, Pseudo-Labeling, SAR, Self-Joint Learning, Semi-supervised learning, Tiny Actions, Video Synopsis, Video Synthesis, View-Invariance, Weakly Supervised Learning, Wildlife Preservation