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基于图卷积网络的人体骨架行为识别若干问题研究 学位论文
工学博士, 智能化大厦16层1610: 中国科学院大学人工智能学院, 2021
Authors:  宋一帆
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行为识别  骨架序列  图卷积网络  注意力机制  神经结构搜索  
Richly Activated Graph Convolutional Network for Action Recognition with Incomplete Skeletons 会议论文
, Taipei, Taiwan, China, 2019.09.22 -- 2019.09.25
Authors:  Song, Yi-Fan;  Zhang, Zhang;  Wang, Liang
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Action Recognition  Skeleton Data  Graph Convolutional Network  Activation Maps  Occlusion  
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition 会议论文
, Seattle, WA, USA, 2020.10.12 -- 2020.10.16
Authors:  Song, Yi-Fan;  Zhang, Zhang;  Shan, Caifeng;  Wang, Liang
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Action Recognition  Skeleton  ResGCN  Bottleneck  Part Attention  
Richly Activated Graph Convolutional Network for Robust Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 5, 页码: 1915-1925
Authors:  Song, Yi-Fan;  Zhang, Zhang;  Shan, Caifeng;  Wang, Liang
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Skeleton  Robustness  Noise measurement  Three-dimensional displays  Degradation  Standards  Feature extraction  Action recognition  skeleton  activation map  graph convolutional network  occlusion  jittering