Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition

10 August 2021

Errui Ding

Papers citing "Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition"

27 / 27 papers shown

Title
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 66 264 0 27 Jun 2022
Coarse-Fine Networks for Temporal Activity Detection in Videos Kumara Kahatapitiya Michael S. Ryoo AI4TS 80 39 0 01 Mar 2021
Multi Scale Temporal Graph Networks For Skeleton-based Action Recognition Tingwei Li Ruiwen Zhang Qing Li 43 11 0 05 Dec 2020
Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition Zhen Huang Xu Shen Xinmei Tian Houqiang Li Jianqiang Huang Xiansheng Hua GNN 69 59 0 26 Nov 2020
Dynamic GCN: Context-enriched Topology Learning for Skeleton-based Action Recognition Fanfan Ye Shiliang Pu Qiaoyong Zhong Chaoyu Li Di Xie Huiming Tang 126 284 0 29 Jul 2020
Temporal Pyramid Network for Action Recognition Ceyuan Yang Yinghao Xu Jianping Shi Bo Dai Bolei Zhou 47 372 0 07 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 87 835 0 31 Mar 2020
Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 65 430 0 15 Dec 2019
Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching Wei Peng Xiaopeng Hong Haoyu Chen Guoying Zhao GNN 74 328 0 11 Nov 2019
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints C. Caetano Francois Bremond William Robson Schwartz 100 131 0 11 Sep 2019
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition C. Caetano Jessica Sena Francois Bremond J. A. dos Santos William Robson Schwartz 123 171 0 30 Jul 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 82 1,289 0 12 May 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 61 911 0 26 Apr 2019
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 3DH 81 444 0 02 Apr 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 124 4,592 0 18 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 166 3,274 0 10 Dec 2018
Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning Chenyang Si Ya Jing Wei Wang Liang Wang Tieniu Tan 68 354 0 07 May 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 57 537 0 17 Apr 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 241 4,172 0 23 Jan 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 424 26,500 0 05 Sep 2017
Interpretable 3D Human Action Analysis with Temporal Convolutional Networks Tae Soo Kim A. Reiter 3DH 43 602 0 14 Apr 2017
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 157 571 0 24 Mar 2017
A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke Bennamoun Senjian An Ferdous Sohel F. Boussaïd 3DH 148 792 0 09 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 164 1,106 0 24 Jul 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 253 2,490 0 11 Apr 2016
Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks Wentao Zhu Cuiling Lan Junliang Xing Wenjun Zeng Yanghao Li Li Shen Xiaohui Xie 162 873 0 24 Mar 2016