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Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams Journal article
Xie, Bochen, Deng, Yongjian, Shao, Zhanpeng, Xu, Qingsong, Li, Youfu. Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Xie, Bochen;  Deng, Yongjian;  Shao, Zhanpeng;  Xu, Qingsong;  Li, Youfu
Favorite | TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/09/03
Event Camera  Neuromorphic Vision  Attention Mechanism  Object Classification  Action Recognition  
A spatiotemporal and motion information extraction network for action recognition Journal article
Wei Wang, Xianmin Wang, Mingliang Zhou, Xuekai Wei, Jing Li, Xiaojun Ren, Xuemei Zong. A spatiotemporal and motion information extraction network for action recognition[J]. Wireless Networks, 2024, 30, 5389-5405.
Authors:  Wei Wang;  Xianmin Wang;  Mingliang Zhou;  Xuekai Wei;  Jing Li; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.1/2.0 | Submit date：2023/10/27
Action Recognition  Spatiotemporal Information  Motion  Deep Learning  
Auto-Learning-GCN: An Ingenious Framework for Skeleton-Based Action Recognition Conference paper
Xin, Wentian, Liu, Yi, Liu, Ruyi, Miao, Qiguang, Shi, Cheng, Pun, Chi Man. Auto-Learning-GCN: An Ingenious Framework for Skeleton-Based Action Recognition[C]:SPRINGER-VERLAG BERLINHEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2024, 29-42.
Authors:  Xin, Wentian;  Liu, Yi;  Liu, Ruyi;  Miao, Qiguang;  Shi, Cheng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Attention Mechanism  Graph Convolutional Network  Model Optimization  Skeleton-based Action Recognition  
Skeleton MixFormer: Multivariate Topology Representation for Skeleton-based Action Recognition Conference paper
Xin, Wentian, Miao, Qiguang, Liu, Yi, Liu, Ruyi, Pun, Chi Man, Shi, Cheng. Skeleton MixFormer: Multivariate Topology Representation for Skeleton-based Action Recognition[C]. Abdulmotaleb El Saddik, Tao Mei, Rita Cucchiara, Program Chairs:Marco Bertini, Diana Patricia Tobon Vallejo, Pradeep K. Atrey, M. Shamim Hossain, New York NY, United States:Association for Computing Machinery, 2023, 2211-2220.
Authors:  Xin, Wentian;  Miao, Qiguang;  Liu, Yi;  Liu, Ruyi;  Pun, Chi Man; et al.
Favorite | TC[WOS]:1 TC[Scopus]:14 | Submit date：2024/01/10
Attention  Skeleton Action Recognition  Topology Representation  Transformer  Video Understanding  
Event Tubelet Compressor: Generating Compact Representations for Event-Based Action Recognition Conference paper
Bochen Xie, Yongjian Deng, Zhanpeng Shao, Hai Liu, Xu, Qingsong, Youfu Li. Event Tubelet Compressor: Generating Compact Representations for Event-Based Action Recognition[C]:IEEE, 2022.
Authors:  Bochen Xie;  Yongjian Deng;  Zhanpeng Shao;  Hai Liu;  Xu, Qingsong; et al.
Favorite |  | Submit date：2023/10/11
Event Camera  Representation Learning  Human Action Recognition  
Video action recognition with Key-detail Motion Capturing based on motion spectrum analysis and multiscale feature fusion Journal article
Ganghan Zhang, Guoheng Huang, Haiyuan Chen, Chi-Man Pun, Zhiwen Yu, Wing-Kuen Ling. Video action recognition with Key-detail Motion Capturing based on motion spectrum analysis and multiscale feature fusion[J]. VISUAL COMPUTER, 2022, 39, 539-556.
Authors:  Ganghan Zhang;  Guoheng Huang;  Haiyuan Chen;  Chi-Man Pun;  Zhiwen Yu; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.0/3.0 | Submit date：2022/05/17
Action Recognition  Key Frame Extraction  Multiscale Feature Fusion  Spatiotemporal Feature Pyramid  
Action Recognition Framework in Traffic Scene for Autonomous Driving System Journal article
Feiyi Xu, Feng Xu, Jiucheng Xie, Chi-Man Pun, Huimin Lu, Hao Gao. Action Recognition Framework in Traffic Scene for Autonomous Driving System[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 23(11), 22301-22311.
Authors:  Feiyi Xu;  Feng Xu;  Jiucheng Xie;  Chi-Man Pun;  Huimin Lu; et al.
Favorite | TC[WOS]:15 TC[Scopus]:28  IF:7.9/8.3 | Submit date：2022/05/13
Autonomous Driving  Graph Convolutional Network  Skeleton-based Action Recognition  3d Pose Estimation.  
A semantic tree method for image classification and video action recognition Journal article
Liu, Chongwen, Shang, Zhaowei, Lin, Bo, Tang, Yuan Yan. A semantic tree method for image classification and video action recognition[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018, 16(2).
Authors:  Liu, Chongwen;  Shang, Zhaowei;  Lin, Bo;  Tang, Yuan Yan
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:0.9/1.1 | Submit date：2018/10/30
Multi-task Learning  Semantic Relationship  Image Classification  Video Action Recognition  
Kernel Regularized Data Uncertainty for Action Recognition Journal article
Feng, Qingxiang, Zhou, Yicong. Kernel Regularized Data Uncertainty for Action Recognition[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(3), 577-588.
Authors:  Feng, Qingxiang;  Zhou, Yicong
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:8.3/7.1 | Submit date：2018/10/30
Action Recognition  Data Uncertainty (Du)  Kernel Sparse Representation Classification  Sparse-representation-based Classification (Src)  
Human action recognition with skeletal information from depth camera Conference paper
Zhu H.-M., Pun C.-M.. Human action recognition with skeletal information from depth camera[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2013, 1082-1085.
Authors:  Zhu H.-M.;  Pun C.-M.
Favorite | TC[WOS]:11 TC[Scopus]:18 | Submit date：2019/02/14
Action Recognition  Angular Representation  Depth Image  Dtw  Skeleton Tracking