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基于深度神经网络的运动检测与识别研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  杜杨
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深度神经网络,视频运动分析,运动检测与识别,动态目标检测,人体行为识别  
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
Authors:  Yang, Hao;  Yuan, Chunfeng;  Li, Bing;  Du, Yang;  Xing, Junliang;  Hu, Weiming;  Maybank, Stephen J.
View  |  Adobe PDF(2689Kb)  |  Favorite  |  View/Download:53/7  |  Submit date:2019/01/08
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
Authors:  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
View  |  Adobe PDF(2689Kb)  |  Favorite  |  View/Download:101/37  |  Submit date:2019/04/30
Asymmetric 3d Convolution  Micronets  3d-cnn  Action Recognition  
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification 会议论文
Procedings of European Conference on Computer Vision (ECCV2018), Munich, Germany, 2018-09-08---2018-09-14
Authors:  Du Y(杜杨);  Chunfeng Yuan;  Bing Li;  Lili Zhao;  Yangxi Li;  Weiming Hu
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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
Authors:  Du, Yang;  Yuan, Chunfeng;  Hu, Weiming;  Yang, Hao
View  |  Adobe PDF(4323Kb)  |  Favorite  |  View/Download:1037/358  |  Submit date: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
Authors:  Du, Yang;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Maybank, Stephen
View  |  Adobe PDF(913Kb)  |  Favorite  |  View/Download:195/67  |  Submit date:2018/01/04
Dynamic Object Detection  Self-organizing Map  Deep Network