Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

23 January 2018

Papers citing "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"

50 / 1,196 papers shown

Title
Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation Babak Hosseini Romain Montagne Barbara Hammer 24 22 0 12 Nov 2019
Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching Wei Peng Xiaopeng Hong Haoyu Chen Guoying Zhao GNN 40 323 0 11 Nov 2019
Chirality Nets for Human Pose Regression Raymond A. Yeh Yuan-Ting Hu A. Schwing 3DH 16 48 0 31 Oct 2019
STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits Uttaran Bhattacharya Trisha Mittal Rohan Chandra Tanmay Randhavane Aniket Bera Tianyi Zhou CVBM 23 100 0 28 Oct 2019
Human Action Recognition with Multi-Laplacian Graph Convolutional Networks A. Mazari H. Sahbi GNN 32 5 0 15 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 37 168 0 15 Oct 2019
Deep Independently Recurrent Neural Network (IndRNN) Shuai Li Wanqing Li Chris Cook Yanbo Gao 23 50 0 11 Oct 2019
Interaction Relational Network for Mutual Action Recognition Mauricio Perez Jun Liu Alex C. Kot 24 66 0 11 Oct 2019
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning Rohit Girdhar Deva Ramanan 19 176 0 10 Oct 2019
Cross-modal knowledge distillation for action recognition Fida Mohammad Thoker Juergen Gall 28 84 0 10 Oct 2019
Rethinking Kernel Methods for Node Representation Learning on Graphs Yu Tian Long Zhao Xi Peng Dimitris N. Metaxas 31 23 0 06 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 21 185 0 05 Oct 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction Xiangbo Shu Liyan Zhang Guo-Jun Qi Wei Liu Jinhui Tang 3DH HAI 42 203 0 29 Sep 2019
Learning Coupled Spatial-temporal Attention for Skeleton-based Action Recognition Jiayun Wang 12 2 0 23 Sep 2019
Making the Invisible Visible: Action Recognition Through Walls and Occlusions Tianhong Li Lijie Fan Mingmin Zhao Yingcheng Liu Dina Katabi 22 110 0 20 Sep 2019
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks Chengxi Li Yue Meng Stanley H. Chan Yi-Ting Chen GNN 16 61 0 20 Sep 2019
Graph-guided Architecture Search for Real-time Semantic Segmentation Peiwen Lin Peng Sun Guangliang Cheng Sirui Xie Xi Li Jianping Shi GNN 3DPC 19 94 0 15 Sep 2019
Adversarial Attack on Skeleton-based Human Action Recognition Jian Liu Naveed Akhtar Ajmal Mian AAML 21 68 0 14 Sep 2019
Learning Enhanced Resolution-wise features for Human Pose Estimation Kun Zhang Peng He Ping Yao Ge Chen Chuanguang Yang Min Du Huimin Li Li Fu Tianyao Zheng 3DV 3DH 30 12 0 11 Sep 2019
Graph Convolutional Networks for Temporal Action Localization Runhao Zeng Wenbing Huang Mingkui Tan Yu Rong P. Zhao Junzhou Huang Chuang Gan GNN 22 475 0 07 Sep 2019
Adaptive Graph Representation Learning for Video Person Re-identification Yiming Wu Omar Elfarouk Bourahla Xi Li Fei Wu Q. Tian Xue Zhou 34 117 0 05 Sep 2019
Temporal Reasoning Graph for Activity Recognition Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 39 60 0 27 Aug 2019
Non-local Recurrent Neural Memory for Supervised Sequence Modeling Canmiao Fu Wenjie Pei Qiong Cao Chaopeng Zhang Yong Zhao Xiaoyong Shen Yu-Wing Tai 21 11 0 26 Aug 2019
Action recognition with spatial-temporal discriminative filter banks Brais Martínez Davide Modolo Yuanjun Xiong Joseph Tighe 16 66 0 20 Aug 2019
DeepHuMS: Deep Human Motion Signature for 3D Skeletal Sequences Neeraj Battan Abbhinav Venkat Avinash Sharma 3DH 20 2 0 15 Aug 2019
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 25 429 0 15 Aug 2019
Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition Amor Ben Tanfous Hassen Drira Boulbaba Ben Amor 3DH 16 30 0 08 Aug 2019
Progressive Relation Learning for Group Activity Recognition Guyue Hu Bo Cui Yuan He Shan Yu 30 81 0 08 Aug 2019
Fitting, Comparison, and Alignment of Trajectories on Positive Semi-Definite Matrices with Application to Action Recognition Benjamin Szczapa Mohamed Daoudi Stefano Berretti A. Bimbo P. Pala E. Massart 14 11 0 01 Aug 2019
Make Skeleton-based Action Recognition Model Smaller, Faster and Better Fan Yang S. Sakti Yang Wu Satoshi Nakamura 21 150 0 23 Jul 2019
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention Yuxiao Chen Long Zhao Xi Peng Jianbo Yuan Dimitris N. Metaxas 16 86 0 20 Jul 2019
PH-GCN: Person Re-identification with Part-based Hierarchical Graph Convolutional Network Bo Jiang Xixi Wang Bin Luo 14 19 0 20 Jul 2019
Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification Kaisheng Gao Jing Zhang Cangqi Zhou 21 8 0 12 Jul 2019
A Comparative Review of Recent Kinect-based Action Recognition Algorithms Lei Wang D. Huynh Piotr Koniusz 16 212 0 24 Jun 2019
Delving into 3D Action Anticipation from Streaming Videos Hongsong Wang Jiashi Feng 16 4 0 15 Jun 2019
Identifying Emotions from Walking using Affective and Deep Features Tanmay Randhavane Uttaran Bhattacharya Kyra Kapsaskis Kurt Gray Aniket Bera Tianyi Zhou CVBM 22 59 0 14 Jun 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Suhas Lohit Qiao Wang P. Turaga ViT 11 56 0 13 Jun 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 11 2,104 0 31 May 2019
EEG-based Emotional Video Classification via Learning Connectivity Structure Soobeom Jang Seong-Eun Moon Jong-Seok Lee 21 15 0 28 May 2019
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks X. Nguyen Luc Brun O. Lézoray Sébastien Bougleux 3DH SLR 25 10 0 20 May 2019
Richly Activated Graph Convolutional Network for Action Recognition with Incomplete Skeletons Yisheng Song Zhang Zhang Liang Wang 32 108 0 16 May 2019
Physically-interpretable classification of biological network dynamics for complex collective motions Keisuke Fujii Naoya Takeishi Motokazu Hojo Yuki Inaba Yoshinobu Kawahara 19 11 0 13 May 2019
Follow the Attention: Combining Partial Pose and Object Motion for Fine-Grained Action Detection M. M. K. Moghaddam Ehsan Abbasnejad Javen Qinfeng Shi 25 2 0 11 May 2019
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking G. Ning Heng-Chiao Huang 19 67 0 07 May 2019
Temporal Graph Convolutional Networks for Automatic Seizure Detection Ian Covert B. Krishnan I. Najm Jiening Zhan Matthew Shore J. Hixson M. Po 6 67 0 03 May 2019
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition X. Nguyen Luc Brun O. Lézoray Sébastien Bougleux 3DH 17 116 0 29 Apr 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 33 898 0 26 Apr 2019
Deep Constrained Dominant Sets for Person Re-identification L. T. Alemu Marcello Pelillo M. Shah 28 40 0 25 Apr 2019
A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition Yanli Ji Feixiang Xu Yang Yang Fumin Shen Heng Tao Shen Weishi Zheng 19 29 0 24 Apr 2019
Learning Actor Relation Graphs for Group Activity Recognition Jianchao Wu Limin Wang Li Wang Jie Guo Gangshan Wu 32 239 0 23 Apr 2019