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TranSkeleton: Hierarchical Spatial-Temporal Transformer for Skeleton-Based Action Recognition 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 页码: 1-12
作者:  Haowei Liu;  Yongcheng Liu;  Yuxin Chen;  Chunfeng Yuan;  Bing Li;  Weiming Hu
Adobe PDF(1276Kb)  |  收藏  |  浏览/下载：221/78  |  提交时间：2023/04/28
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Li, Yangxi;  Maybank, Stephen
Adobe PDF(3625Kb)  |  收藏  |  浏览/下载：303/43  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch 会议论文
, virtual conference, 2021.2.2-2021.2.9
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Li, Bing;  Yuan, Chunfeng;  Hu, Weiming
Adobe PDF(652Kb)  |  收藏  |  浏览/下载：268/55  |  提交时间：2021/06/17
Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 10, 页码: 5060-5075
作者:  Hu, Weiming;  Wu, Baoxin;  Wang, Pei;  Yuan, Chunfeng;  Li, Yangxi;  Maybank, Stephen
收藏  |  浏览/下载：253/0  |  提交时间：2019/12/16
Visual action recognition  graph kernel  graph matching  contexts  tree patterns  
Asymmetric 3D Convolutional Neural Networks for action recognition 期刊论文
Pattern Recognition, 2019, 卷号: 85, 期号: 1, 页码: 1-12
作者:  Yang H(杨浩);  Yuan CF(原春峰);  Li B(李兵);  Du Y(杜杨);  Xing JL(兴军亮);  Hu WM(胡卫明);  Stephen J. Maybank
浏览  |  Adobe PDF(2689Kb)  |  收藏  |  浏览/下载：416/148  |  提交时间：2019/04/30
Asymmetric 3d Convolution  Micronets  3d-cnn  Action Recognition  
Asymmetric 3D Convolutional Neural Networks for action recognition 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 期号: 1, 页码: 1-12
作者:  Yang, Hao;  Yuan, Chunfeng;  Li, Bing;  Du, Yang;  Xing, Junliang;  Hu, Weiming;  Maybank, Stephen J.
浏览  |  Adobe PDF(2689Kb)  |  收藏  |  浏览/下载：542/115  |  提交时间：2019/01/08
Asymmetric 3D convolution  MicroNets  3D-CNN  Action recognition  
SCNN: Sequential Convolutional Neural Network for Human Action Recognition in Videos 会议论文
, Beijing, 2017
作者:  Hao Yang;  Chunfeng Yuan;  Junliang Xing;  Weiming Hu
浏览  |  Adobe PDF(369Kb)  |  收藏  |  浏览/下载：306/86  |  提交时间：2018/01/05
Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map based Feature Extraction for Human Action Recognition 会议论文
2018 AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, 20180202-20180207
作者:  Du, Yang;  Yuan, Chunfeng;  Hu, Weiming;  Yang, Hao
浏览  |  Adobe PDF(4323Kb)  |  收藏  |  浏览/下载：1608/503  |  提交时间：2018/01/04
Action Recognition  Feature Extraction  
Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection from Videos 会议论文
2017 IEEE Conference on Computer Vision and Pattern Recognition, Honolulu, Hawaii, 20170721-20170726
作者:  Du, Yang;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Maybank, Stephen
浏览  |  Adobe PDF(913Kb)  |  收藏  |  浏览/下载：405/147  |  提交时间：2018/01/04
Dynamic Object Detection  Self-organizing Map  Deep Network  
Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 12, 页码: 2554-2560
作者:  Li, Bing;  Yuan, Chunfeng;  Xiong, Weihua;  Hu, Weiming;  Peng, Houwen;  Ding, Xinmiao;  Maybank, Steve
浏览  |  Adobe PDF(352Kb)  |  收藏  |  浏览/下载：411/96  |  提交时间：2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning