Skip to main content


2022

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:

Kini, Jyoti; Shah, Mubarak

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

no. arXiv:2204.10765, 2022.

Tags: Video Instance 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:

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:

Tanner, Irene; Mahalanobis, Abhijit

Fundamentals of Target Classification Using Deep Learning Conference

SPIE's Defense and Commercial Sensing (DCS 2019), 2019.

Tags: REU

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 | 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 Proceeding

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:

Tanner, Irene; Mahalanobis, Abhijit

Fundamentals of Target Classification Using Deep Learning Conference

SPIE's Defense and Commercial Sensing, 2019.

Tags: REU

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 Proceeding

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, Proceeding

Automatic Target Recognition XXIX, vol. 10988, 2019.

Tags: Deep Learning

Tanner, Irene; Mahalanobis, Abhijit

Fundamentals of target classification using deep learning Proceeding

Automatic Target Recognition XXIX, vol. 10988, 2019.

Tags: Deep Learning

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 Proceeding

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 Proceeding

Imaging and Applied Optics Congress, 2016.

Tags: Deep Learning

Forman, Arthur; Mahalanobis, Abhijit

Restoration of randomly sampled blurred images Proceeding

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 Proceeding

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 Inproceedings

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 Proceeding

Automatic Target Recognition XXV, 2015.

Tags: Deep Learning

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

Integral imaging for anti-access/area denial environments Proceeding

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 Proceeding

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 Inproceedings

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 Proceeding

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 Inproceedings

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 Proceeding

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 | 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 Proceeding

SPIE, 2012.

Tags: Deep Learning

Mahalanobis, Abhijit; Muise, Robert

A compressive sensor concept for target detection Proceeding

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: Deep Learning | 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 Proceeding

SPIE, vol. 8056, 2011.

Tags: Deep Learning

Mahalanobis, Abhijit; Berkowitz, Phil; Shah, Mubarak

View morphing using linear prediction of sub-space features Proceeding

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 Proceeding

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: