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Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 期号: 29, 页码: 9532-9545
作者:  Shi, Lei;  Zhang, Yifan;  Cheng, Jian;  Lu, Hanqing
浏览  |  Adobe PDF(2849Kb)  |  收藏  |  浏览/下载：355/142  |  提交时间：2020/11/05
Skeleton-based action recognition, graph convolutional network, adaptive graph, multi-stream network.  
FSD-10: A fine-grained classification dataset for figure skating 期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 360-367
作者:  Liu, Shenglan;  Liu, Xiang;  Huang, Gao;  Qiao, Hong;  Hu, Lianyu;  Jiang, Dong;  Zhang, Aibin;  Liu, Yang;  Guo, Ge
收藏  |  浏览/下载：194/0  |  提交时间：2021/01/07
Action recognition  Figure Skating Dataset  Fine-grained sports content analysis  Keyframe based temporal segment network  
Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 107, 期号: 107511, 页码: 12
作者:  Si, Chenyang;  Jing, Ya;  Wang, Wei;  Wang, Liang;  Tan, Tieniu
Adobe PDF(2378Kb)  |  收藏  |  浏览/下载：324/60  |  提交时间：2020/08/31
Skeleton-based action recognition  Hierarchical spatial reasoning  Temporal stack learning  Clip-based incremental loss  
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
作者:  Song, Yi-Fan;  Zhang, Zhang;  Shan, Caifeng;  Wang, Liang
Adobe PDF(1621Kb)  |  收藏  |  浏览/下载：170/38  |  提交时间：2021/06/24
Action Recognition  Skeleton  ResGCN  Bottleneck  Part Attention  
Joint Learning in the Spatio-Temporal and Frequency Domains for Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 9, 页码: 2207-2220
作者:  Guyue, Hu;  Bo, Cui;  Shan, Yu
Adobe PDF(4803Kb)  |  收藏  |  浏览/下载：269/53  |  提交时间：2020/09/28
Skeleton-based Action Recognition  Frequency Attention  Synchronous Local and Non-local Learning  Soft-margin Focal Loss  Pesudo Multi-task Learning  
Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition 会议论文
, 线上, 2020-8
作者:  Ke Cheng;  Yifan Zhang;  Congqi Cao;  Lei Shi;  Jian Cheng;  Hanqing Lu
Adobe PDF(2350Kb)  |  收藏  |  浏览/下载：154/44  |  提交时间：2022/06/27
skeleton-based action recognition, decoupling GCN, DropGraph  
Statistical Machine Learning for Human Behaviour Analysis 期刊论文
ENTROPY, 2020, 卷号: 22, 期号: 5, 页码: 4
作者:  Moeslund, Thomas B.;  Escalera, Sergio;  Anbarjafari, Gholamreza;  Nasrollahi, Kamal;  Wan, Jun
收藏  |  浏览/下载：112/0  |  提交时间：2020/08/03
action recognition  emotion recognition  privacy-aware  
Temporal-Spatial Mapping for Action Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 3, 页码: 748-759
作者:  Song, Xiaolin;  Lan, Cuiling;  Zeng, Wenjun;  Xing, Junliang;  Sun, Xiaoyan;  Yang, Jingyu
收藏  |  浏览/下载：210/0  |  提交时间：2020/06/02
Two dimensional displays  Three-dimensional displays  Feature extraction  Optical imaging  Computational modeling  Streaming media  Kernel  Temporal-spatial mapping (TSM)  action recognition  deep learning  
Tangent Fisher Vector on Matrix Manifolds for Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 3052-3064
作者:  Luo, Guan;  Wei, Jiutong;  Hu, Weiming;  Maybank, Stephen J.
浏览  |  Adobe PDF(2396Kb)  |  收藏  |  浏览/下载：336/75  |  提交时间：2020/04/07
Manifolds  Video sequences  Observability  Videos  Covariance matrices  Kernel  Computational modeling  Action recognition  Fisher vector  Grassmann manifold  Hankel matrix  matrix manifold  
STA-CNN: Convolutional Spatial-Temporal Attention Learning for Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 5783-5793
作者:  Yang, Hao;  Yuan, Chunfeng;  Zhang, Li;  Sun, Yunda;  Hu, Weiming;  Maybank, Stephen J.
收藏  |  浏览/下载：268/0  |  提交时间：2020/06/22
Videos  Feature extraction  Motion segmentation  Computational modeling  Image recognition  Solid modeling  Convolutional neural networks  Temporal attention  spatial attention  convolutional neural network  action recognition