Publications

For a complete list of publications, please visit my Google Scholar

COPYRIGHT: The copyright of the following materials belongs to corresponding publishers. They are provided only for research and educational use that does not conflict to the interests of the publishers.

The h5-index is the h-index for articles published in the last 5 complete years. According to Google Scholar Metrics, several conferences in computer vision and machine learning are ranked in the top 100 in the h5-index rankings:

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - 4
  • International Conference on Learning Representations (ICLR) - 10
  • Neural Information Processing Systems (NeurIPS) - 12
  • International Conference on Machine Learning (ICML) - 23
  • European Conference on Computer Vision (ECCV) - 27
  • IEEE/CVF International Conference on Computer Vision (ICCV) - 31
  • AAAI Conference on Artificial Intelligence (AAAI) - 59
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) - 70
  • Preprint

         

    Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning
    Matias Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
    arXiv:2111.14213
    [Paper]


         

    A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose
    Ce Zheng, Matias Mendieta, Pu Wang, Aidong Lu, Chen Chen
    arXiv:2111.12696
    [Paper]


         

    Consistency-based Active Learning for Object Detection
    Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen, Mengyuan Liu
    arXiv:2103.10374
    [Paper] [Code]


         

    Deep Learning-Based Human Pose Estimation: A Survey
    Ce Zheng, Wenhan Wu, Taojiannan Yang, Sijie Zhu, Chen Chen, Ruixu Liu, Ju Shen, Nasser Kehtarnavaz, Mubarak Shah
    arXiv:2012.13392
    [Paper] [Project Page]


    2022

         

    Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement
    Kui Jiang, Zhongyuan Wang, Zheng Wang, Chen Chen, Peng Yi, Tao Lu, Chia-Wen Lin
    AAAI Conference on Artificial Intelligence (AAAI), 2022 (Acceptance Rate = 15% (1349/9020))
    [Paper] [Code]


         

    MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations
    Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022
    [Paper] [Code] (ECCV-2020 Extension)


    2021

         

    Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing
    Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
    ACM/IEEE 6th Symposium on Edge Computing (SEC), 2021
    [Paper]


         

    Multi-Scale Hybrid Fusion Network for Single Image Deraining
    Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Guangcheng Wang, Zhen Han, Junjun Jiang, Zixiang Xiong
    IEEE Transactions on Neural Networks and Learning Systems, 2021
    [Paper] [Code]


         

    A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images
    Qazi Ammar Arshad, Mohsen Ali, Saeed-ul Hassan, Chen Chen, Ayisha Imran, Ghulam Rasul, Waqas Sultani
    Neural Computing and Applications, 2021
    [Paper] [Dataset]


         

    3D Human Pose Estimation with Spatial and Temporal Transformers
    Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
    IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    [Paper] [Code] [ Video Demonstration]


         

    Visual Explanation for Deep Metric Learning
    Sijie Zhu, Taojiannan Yang, Chen Chen
    IEEE Transactions on Image Processing, 2021
    [Paper] [Code]


         

    Semi-supervised Domain Adaptive Retrieval via Discriminative Hashing Learning
    Haifeng Xia, Taotao Jing, Chen Chen, Zhengming Ding
    ACM Multimedia (ACM MM), 2021 (Oral)
    [Paper]


         

    A3D: Adaptive 3D Networks for Video Action Recognition
    Sijie Zhu, Taojiannan Yang, Matias Mendieta, Chen Chen
    arXiv:2011.12384
    [Paper]


         

    Rain-free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining
    Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Zheng Wang, Xiao Wang, Junjun Jiang, Chia-Wen Lin
    IEEE Transactions on Image Processing, 2021
    [Paper] [Code]


         

    TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
    Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha
    International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021
    [Paper] [Code]


         

    VIGOR: Cross-View Image Geo-localization beyond One-to-one Retrieval
    Sijie Zhu, Taojiannan Yang, Chen Chen
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
    [Paper] [Dataset and Code]


         

    Learning Normal Dynamics in Videos with Meta Prototype Network
    Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li, Jian Yang
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
    [Paper] [Code]


         

    BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images
    Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
    IEEE Transactions on Geoscience and Remote Sensing, 2021
    [Paper] [Code]


         

    ArcNet: Series AC Arc Fault Detection Based on Raw Current and Convolutional Neural Network
    Yao Wang, Linming Hou, Kamal Chandra Paul, Yunsheng Ban, Chen Chen, Tiefu Zhao
    IEEE Transactions on Industrial Informatics, 2021
    [Paper]


         

    Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based
    Neural Network with Dilated Convolutions

    Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan Asari
    International Journal of Computer Vision (IJCV), 2021 (CVPR-2020 Extension)
    [Paper] [Code]


         

    Efcient Unsupervised Monocular Depth Estimation Using Attention Guided Generative Adversarial Network
    Sumanta Bhattacharyya, Ju Shen, Stephen Welch, Chen Chen
    Journal of Real-Time Image Processing, 2021
    [Paper]


         

    Bilateral Attention Decoder: A Lightweight Decoder for Real-time Semantic Segmentation
    Chengli Peng, Jiayi Ma, Chen Chen, Xiaojie Guo
    Neural Networks, 2021
    [Paper]


         

    Multi-level Memory Compensation Network for Rain Removal via Divide-and-Conquer Strategy
    Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Xiaofen Wang, Junjun Jiang, Zixiang Xiong
    IEEE Journal of Selected Topics in Signal Processing, 2021
    [Paper]


         

    Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation
    Sijie Zhu, Taojiannan Yang, Chen Chen
    Winter Conference on Applications of Computer Vision (WACV), 2021
    [Paper] [Code coming soon]


         

    Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection
    Weiping Yu, Taojiannan Yang, Chen Chen
    Winter Conference on Applications of Computer Vision (WACV), 2021
    [Paper] [Code]


    2020

         

    Decomposition Makes Better Rain Removal: An Improved Attention-guided Deraining Network
    Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Zhen Han, Tao Lu, Baojin Huang, Junjun Jiang
    IEEE Transactions on Circuits and Systems for Video Technology, 2020
    [Paper] [Code]


         

    GradAug: A New Regularization Method for Deep Neural Networks
    Taojiannan Yang, Sijie Zhu, Chen Chen
    Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020 (Acceptance Rate = 20% (1900/9454))
    [Paper] [Poster] [Code]


         

    Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery
    Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen
    Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop (AI + HADR)
    @ Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020

    [Paper]


         

    Detecting Plant Invasion in Urban Parks with Aerial Image Time Series and Residual Neural Network
    Dipanwita Dutta, Gang Chen, Chen Chen, Sara A. Gagne, Changlin Li, Christa Rogers, Christopher Matthews
    Remote Sensing, 2020
    [Paper]


         

    NDVI-Net: A Fusion Network for Generating High-Resolution Normalized Difference
    Vegetation Index in Remote Sensing

    Hao Zhang, Jiayi Ma, Chen Chen, Xin Tian
    ISPRS Journal of Photogrammetry and Remote Sensing, 2020
    [Paper]


         

    Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification
    Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
    IEEE Transactions on Geoscience and Remote Sensing, 2020
    [Paper] [Code]


         

    MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution
    Taojiannan Yang, Sijie Zhu, Chen Chen, Yan Shen, Mi Zhang, Andrew Willis
    European Conference on Computer Vision (ECCV), 2020 (Oral) (Acceptance Rate = 2% (104/5205))
    [Paper] [Code] [Video Presentation]


         

    VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results
    Dawei Du, et al.
    ECCV 2020 Workshop "Vision Meets Drone: A Challenge"
    [Paper] (Our solution ranked 7th)


         

    FedAir: Towards Multi-hop Federated Learning Over-the-Air
    Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Pu Wang, Minwoo Lee, Chen Chen
    IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020
    [Paper]


         

    Video Anomaly Detection for Smart Surveillance
    Sijie Zhu, Chen Chen, Waqas Sultani
    Book Chapter of Computer Vision: A Reference Guide
    [Paper]


         

    Action Recognition in Real-World Videos
    Waqas Sultani, Qazi Ammar Arshad, Chen Chen
    Book Chapter of Computer Vision: A Reference Guide
    [Paper]


         

    Pan-GAN: An Unsupervised Learning Method for Pan-sharpening Using a Generative Adversarial Network
    Jiayi Ma, Wei Yu, Chen Chen, Pengwei Liang, Xiaojie Guo, Junjun Jiang
    Information Fusion, 2020.
    [Paper] [Code]


         

    CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs
    Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann
    International Joint Conference on Artificial Intelligence (IJCAI), 2020 (Acceptance Rate = 12.6%)
    [Paper]


         

    Density Map Guided Object Detection in Aerial Image
    Changlin Li, Taojiannan Yang, Sijie Zhu, Chen Chen, Shanyue Guan
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (EarthVision Workshop), 2020
    [Paper] [Presentation] [Code]


         

    Attention Mechanism Exploits Temporal Contexts: Real-time 3D Human Pose Reconstruction
    Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan Asari
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (Oral) (Acceptance Rate = 5.7%)
    [Paper] [Presentation] [Video Demo] [Code]


         

    Multi-Scale Progressive Fusion Network for Single Image Deraining
    Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
    [Paper] [Code]


         

    Automated Monitoring for Security Camera Networks: Promise from Computer Vision Labs
    Chen Chen, Raymond Surette, Mubarak Shah
    Security Journal, 2020.
    [Paper]


    2019

         

    Real-Time Dense Semantic Labeling with Dual-Path Framework for High-Resolution Remote Sensing Image
    Yuhao Wang, Chen Chen, Meng Ding, Jiangyun Li
    Remote Sensing, 2019.
    [Paper]


         

    Infrared and Visible Image Fusion via Detail Preserving Adversarial Learning
    Jiayi Ma, Pengwei Liang, Wei Yu, Chen Chen, Xiaojie Guo, Jia Wu, Junjun Jiang
    Information Fusion, 2019.
    [Paper] [Code]


         

    SmokeNet: Satellite Smoke Scene Detection Using Convolutional Neural Network with Spatial and Channel-Wise Attention
    Rui Ba, Chen Chen, Jiang Yuan, Weiguo Song, Siuming Lo
    Remote Sensing, 2019.
    [Paper] [Project Website] [Download Dataset from OneDrive] [Download Dataset from Baidu Pan (download password: 5dlk)]


         

    3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI
    Chen Chen, Xiaopeng Liu, Meng Ding, Junfeng Zheng, Jiangyun Li
    International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.
    [Paper] [Code]


         

    An Efficient 3D CNN for Action/Object Segmentation in Video
    Rui Hou, Chen Chen, Mubarak Shah, Rahul Sukthankar
    British Machine Vision Conference (BMVC), 2019.
    [Paper] [Project Website]


         

    Deep Manifold Structure Transfer for Action Recognition
    Ce Li, Baochang Zhang, Chen Chen, Qixiang Ye, Jungong Han, Rongrong Ji
    IEEE Transactions on Image Processing, 2019.
    [Paper]


         

    S3D: Scalable Pedestrian Detection via Score Scale Surface Discrimination
    Xiao Wang, Chao Liang, Chen Chen, Jun Chen, Zheng Wang, Zhen Han, Chunxia Xiao
    IEEE Transactions on Circuits and Systems for Video Technology, 2019.
    [Paper]


         

    GEOCAPSNET: Ground to Aerial View Image Geo-localization Using Capsule Network
    Bin Sun, Chen Chen, Yingying Zhu, Jianmin Jiang
    IEEE International Conference on Multimedia and Expo (ICME) 2019. (Oral)
    [Paper]


         

    Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos
    Mengyuan Liu, Fanyang Meng, Chen Chen, Songtao Wu
    33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. (Oral)
    [Paper] [Video]


         

    Calibrated Stochastic Gradient Descent for Convolutional Neural Networks
    Li'an Zhuo, Baochang Zhang, Chen Chen, David Doermann, Jianzhuang Liu, Qixiang Ye
    33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
    [Paper]


         

    Semi-Supervised Discriminant Multi-Manifold Analysis for Action Recognition
    Zengmin Xu, Ruimin Hu, Jun Chen, Chen Chen, Junjun Jiang, Jiaofen Li, Hongyang Li
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
    [Paper] [Code]


    2018

         

    Hyperspectral Image Classification in the Presence of Noisy Labels
    Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, and Xianming Liu
    IEEE Transactions on Geoscience and Remote Sensing, 2018
    [Paper] [Code]


         

    JRTIP Special Issue Editorial: Special Issue on Advances in Real‑Time Image Processing for Remote Sensing
    Chen Chen, Wei Li, Lianru Gao, Hengchao Li, Javier Plaza
    Journal of Real-Time Image Processing
    [Paper]


         

    An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos
    Rui Hou, Chen Chen, Mubarak Shah
    arXiv preprint
    [Paper] [Code]


         

    SLR: Semi-coupled Locality Constrained Representation for Very Low Resolution Face Recognition and Super Resolution
    Tao Lu, Xitong Chen, Yanduo Zhang, Chen Chen, Zixiang Xiong
    IEEE Access
    [Paper] [Code]


         

    Memory Attention Networks for Skeleton-based Action Recognition
    Chunyu Xie, Ce Li, Baochang Zhang, Chen Chen, Jungong Han, Changqing Zou, Jianzhuang Liu
    International Joint Conference on Artificial Intelligence (IJCAI), 2018
    [Paper]


         

    Real-world Anomaly Detection in Surveillance Videos
    Waqas Sultani, Chen Chen, Mubarak Shah
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
    [Paper] [Video Presentation] [Project Details] [Download the dataset]
    (Note: The "Anomaly_Train.txt" file in the zip file is corrupted, please down it here: Anomaly_Train.txt)


         

    Gabor Convolutional Networks
    Shangzhen Luan, Chen Chen, Baochang Zhang, Jungong Han, Jianzhuang Liu
    IEEE Transactions on Image Processing, 2018
    [Paper] [Code]


         

    One-two-one Networks for Compression Artifacts Reduction in Remote Sensing
    Baochang Zhang, Jiaxin Gu, Chen Chen, Jungong Han, Xiangbo Su, Xianbin Cao, Jianzhuang Liu
    ISPRS Journal of Photogrammetry and Remote Sensing, 2018
    [Paper]


         

    Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter
    Shilpa Suresh, Shyam Lal, Chen Chen, Turgay Celik
    IEEE Transactions on Geoscience and Remote Sensing, 2018
    [Paper]


         

    SuperPCA: A Superpixelwise Principal Component Analysis Approach for Unsupervised
    Feature Extraction of Hyperspectral Imagery

    Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Lizhe Wang
    IEEE Transactions on Geoscience and Remote Sensing, 2018
    [Paper] [Code]


    2017

         

    Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
    Rui Hou, Chen Chen, Mubarak Shah
    International Conference on Computer Vision (ICCV), 2017
    [Paper] [Project] [Code]


         

    Cross-View Image Matching for Geo-localization in Urban Environments
    Yicong Tian, Chen Chen, Mubarak Shah
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
    [Paper] [Project Website (Cross-view dataset and code)]


         

    Binary Coding for Partial Action Analysis with Limited Observation Ratios
    Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
    [Paper]


         

    Manifold Constrained Low-Rank Decomposition
    Chen Chen, Baochang Zhang, Alessio Del Bue, Vittorio Murino
    International Conference on Computer Vision Workshop (ICCV) Workshop, 2017
    [Paper]


         

    Multi-Temporal Depth Motion Maps-Based Local Binary Patterns for 3-D Human Action Recognition
    Chen Chen, Mengyuan Liu, Hong Liu, Baochang Zhang, Jungong Han, Nasser Kehtarnavaz
    IEEE Access, 2017
    [Paper]


         

    Robust 3D Action Recognition through Sampling Local Appearances and Global Distributions
    Mengyuan Liu, Hong Liu, Chen Chen
    IEEE Transactions on Multimedia, 2017
    [Paper]


         

    Latent Constrained Correlation Filter
    Baochang Zhang, Shangzhen Luan, Chen Chen, Jungong Han, Wei Wang, Alessandro Perina, Ling Shao
    IEEE Transactions on Image Processing, 2017
    [Paper] [Code]


         

    Person Re-identification via Discrepancy Matrix and Matrix Metric
    Zheng Wang, Ruimin Hu, Chen Chen, Yi Yu, Junjun Jiang, Chao Liang, Shin'ichi Satoh
    IEEE Transactions on Cybernetics, 2017
    [Paper]


         

    Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets
    Linlin Yang, Ce Li, Jungong Han, Chen Chen, Qixiang Ye, Baochang Zhang, Xianbin Cao, Wanquan Liu
    IEEE Journal of Selected Topics in Signal Processing, 2017
    [Paper]


         

    Fusing Local and Global Features for High-Resolution Scene Classification
    Xiaoyong Bian, Chen Chen, Long Tian, Qian Du
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017
    [Paper]


         

    Enhanced Skeleton Visualization for View Invariant Human Action Recognition
    Mengyuan Liu, Hong Liu, Chen Chen
    Pattern Recognition, 2017
    [Paper] [Code]


         

    Action Recognition Using 3D histograms of Texture and A Multi-class Boosting Classifier
    Baochang Zhang, Yun Yang, Chen Chen, Linlin Yang, Jungong Han, Ling Shao
    IEEE Transactions on Image Processing, 2017
    [Paper]


         

    3D Action Recognition Using Multi-scale Energy-based Global Ternary Image
    Mengyuan Liu, Hong liu, Chen Chen
    IEEE Transactions on Circuits and Systems for Video Technology, 2017
    [Paper]


         

    Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification
    Junjun Jiang, Chen Chen, Yi Yu, Xinwei Jiang, Jiayi Ma
    IEEE Geoscience and Remote Sensing Letters, 2017
    [Paper] [Code]


         

    Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means
    Junjun Jiang, Xiang Ma, Chen Chen, Tao Lu, Zhongyuan Wang, Jiayi Ma
    IEEE Transactions on Multimedia, 2017
    [Paper]


         

    Noise Robust Face Image Super-resolution through Smooth Sparse Representation
    Junjun Jiang, Jiayi Ma, Chen Chen, Xinwei Jiang, Zheng Wang
    IEEE Transactions on Cybernetics, 2017
    [Paper] [Code]


         

    Output Constraint Transfer for Kernelized Correlation Filter in Tracking
    Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, Chen Chen, Linlin Shen, Alessandro Perina, Rongrong Ji
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017
    [Paper] [Code]


         

    SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression with Local Structure Prior
    Junjun Jiang, Chen Chen, Jiayi Ma, Zheng Wang, Zhongyuan Wang, Ruimin Hu
    IEEE Transactions on Multimedia, 2017
    [Paper] [Code]


         

    Action Recognition from Depth Sequences Using Weighted Fusion of 2D and 3D Auto-Correlation of Gradients Features
    Chen Chen, Baochang Zhang, Zhenjie Hou, Junjun Jiang, Mengyuan Liu, Yun Yang
    Multimedia Tools and Applications, 2017
    [Paper]


         

    A Survey of Depth and Inertial Sensor Fusion for Human Action Recognition
    Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    Multimedia Tools and Applications, 2017
    [Paper]


         

    Real-time Continuous Action Detection and Recognition Using Depth Images and Inertial Signals
    Neha Dawar, Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE International Symposium on Industrial Electronics, Edinburgh, United Kingdom, 2017
    [Paper] [Demo]


         

    Weighted Fusion of Depth and Inertial Data to Improve View Invariance for Real-time Human Action Recognition
    Chen Chen, Huiyan Hao, Roozbeh Jafari, Nasser Kehtarnavaz
    SPIE Conference on Real-Time Image and Video Processing, Anaheim, California, 2017
    [Paper] [UTD RGB-D Multi-view Action Dataset]


    2016

         

    Remote Sensing Image Scene Classification Using Multi-scale Completed Local Binary Patterns and Fisher Vectors
    Longhui Huang, Chen Chen, Wei Li, Qian Du
    Remote Sensing, 2016
    [Paper] [Code]


         

    Scene Classification Using Local and Global Features with Collaborative Representation Fusion
    Jinyi Zou, Wei Li, Chen Chen, Qian Du
    Information Sciences, 2016
    [Paper]


         

    A Real-Time Human Action Recognition System Using Depth and Inertial Sensor Fusion
    Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE Sensors Journal, 2016
    [Paper]


         

    Land-Use Scene Classification Using Multi-Scale Completed Local Binary Patterns
    Chen Chen, Baochang Zhang, Hongjun Su, Wei Li, Lu Wang
    Signal, Image and Video Processing, 2016
    [Paper]


         

    Real-Time Human Action Recognition Based on Depth Motion Maps
    Chen Chen, Kui Liu, Nasser Kehtarnavaz
    Journal of Real-Time Image Processing, 2016
    [Paper] [Code]


         

    3D Action Recognition Using Multi-temporal Depth Motion Maps and Fisher Vector
    Chen Chen, Mengyuan Liu, Baochang Zhang, Jungong Han, Junjun Jiang, Hong Liu
    International Joint Conference on Artificial Intelligence (IJCAI), 2016
    [Paper]


         

    Energy-Based Global Ternary Image for Action Recognition Using Sole Depth Sequences
    Mengyuan Liu, Hong Liu, Chen Chen, Maryam Najafian
    IEEE nternational Conference on 3D Vision (3DV), 2016
    [Paper]


         

    A Computationally Efficient Denoising and Hole-filling Method for Depth Image Enhancement
    Suolan Liu, Chen Chen, Nasser Kehtarnavaz
    SPIE Conference on Real-Time Image and Video Processing, Brussels, Belgium, 2016
    [Paper]


         

    Fusion of Depth, Skeleton, and Inertial Data for Human Action Recognition
    Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016
    [Paper]


         

    Hyperspectral Image Classification Using Set-to-Set Distance
    Junjun Jiang, Chen Chen, Xin Song, Zhihua Cai
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016
    [Paper] [Code]


         

    L1-L1 Norms for Face Super-Resolution with Mixed Gaussian-Impulse Noise
    Junjun Jiang, Zhongyuan Wang, Chen Chen, Tao Lu
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016
    [Paper]


    2015

         

    Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification
    Wei Li, Chen Chen, Hongjun Su, Qian Du,
    IEEE Transactions on Geoscience and Remote Sensing, 2015
    [Paper] [Code]


         

    Improving Human Action Recognition Using Fusion of Depth Camera and Inertial Sensors
    Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE Transactions on Human-Machine Systems, 2015
    [Paper]


         

    Gradient Local Auto-Correlations and Extreme Learning Machine for Depth-Based Activity Recognition
    Chen Chen, Zhenjie Hou, Baochang Zhang, Junjun Jiang, Yun Yang
    International Symposium on Visual Computing (ISVC), 2015
    [Paper]


         

    UTD-MHAD: A Multimodal Dataset for Human Action Recognition Utilizing a Depth Camera
    and a Wearable Inertial Sensor

    Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE International Conference on Image Processing (ICIP), 2015
    [Paper] [UTD Multimodal Human Action Dataset Website]


         

    Gabor-Filtering-Based Completed Local Binary Patterns for Land-Use Scene Classification
    Chen Chen, Libing Zhou, Jianzhong Guo, Wei Li, Hongjun Su, Fangda Guo
    IEEE International Conference on Multimedia Big Data, 2015
    [Paper]


         

    Action Recognition from Depth Sequences Using Depth Motion Maps-based Local Binary Patterns
    Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2015
    [Paper] [Code]


    2014 and Before

         

    Fusion of Inertial and Depth Sensor Data for Robust Hand Gesture Recognition
    Kui Liu, Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE Sensors Journal, 2014
    [Paper]


         

    Spectral-Spatial Classification of Hyperspectral Image based on Kernel Extreme Learning Machine
    Chen Chen, Wei Li, Hongjun Su, Kui Liu
    Remote Sensing, 2014
    [Paper]


         

    Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust
    Hyperspectral Image Classification

    Chen Chen, Wei Li, Eric W. Tramel, Minshan Cui, Saurabh Prasad, James E. Fowler
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014
    [Paper]


         

    Reconstruction of Hyperspectral Imagery from Random Projections Using Multihypothesis Prediction
    Chen Chen, Wei Li, Eric W. Tramel, James E. Fowler
    IEEE Transactions on Geoscience and Remote Sensing, 2014
    [Paper] [Project] [Code]


         

    Multi-HMM Classification for Hand Gesture Recognition Using Two Differing Modality Sensors
    Kui Liu, Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE Dallas Circuits and Systems Conference, 2014
    [Paper]


         

    Home-based Senior Fitness Test Measurement System Using Collaborative Inertial and Depth Sensors
    Chen Chen, Kui Liu, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE Engineering in Medicine and Biology Society (EMBC), 2014
    [Paper] [Demo]


         

    A Medication Adherence Monitoring System for Pill Bottles Based on a Wearable Inertial Sensor
    Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
    IEEE Engineering in Medicine and Biology Society (EMBC), 2014
    [Paper]


         

    Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
    Chen Chen, Eric W. Tramel, and James E. Fowler
    IEEE Asilomar Conference on Signals, Systems, and Computers, 2014
    [Paper] [Project] [Code] [A benchmark algorithm for compressed sensing image reconstruction]