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) - 5
International Conference on Learning Representations (ICLR) - 17
Neural Information Processing Systems (NeurIPS) - 21
IEEE/CVF International Conference on Computer Vision (ICCV) - 29
International Conference on Machine Learning (ICML) - 33
European Conference on Computer Vision (ECCV) - 58
AAAI Conference on Artificial Intelligence (AAAI) - 96
Preprint
    |
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
arXiv:2105.07085
[Paper] [Code] (ECCV-2020 Extension)
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    |
3D Human Pose Estimation with Spatial and Temporal Transformers
Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
arXiv:2103.10455
[Paper] [Code] [ Video Demonstration]
|
    |
Consistency-based Active Learning for Object Detection
Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen, Mengyuan Liu
arXiv:2103.10374
[Paper] [Code]
|
    |
Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement
Kui Jiang, Zhongyuan Wang, Zheng Wang, Peng Yi, Xiao Wang, Yansheng Qiu, Chen Chen, Chia-Wen Lin
arXiv:2103.10621
[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
arXiv:2102.08708
[Paper] [Dataset (coming soon)]
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    |
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]
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    |
A3D: Adaptive 3D Networks for Video Action Recognition
Sijie Zhu,
Taojiannan Yang,
Matias Mendieta,
Chen Chen
arXiv:2011.12384
[Paper]
|
2021
    |
Visual Explanation for Deep Metric Learning
Sijie Zhu,
Taojiannan Yang,
Chen Chen
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]
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    |
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]
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    |
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]
|
    |
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]
|
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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]
|
    |
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]
|
    |
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]
|
    |
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]
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