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
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 36 143 0 12 Oct 2022
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers Moritz Einfalt K. Ludwig Rainer Lienhart 37 44 0 12 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 40 42 0 12 Oct 2022
Pose-Guided Graph Convolutional Networks for Skeleton-Based Action Recognition Han Chen Yifan Jiang Hanseok Ko 3DH 33 7 0 10 Oct 2022
AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression Yabo Xiao Xiaojuan Wang Dongdong Yu Kai Su Lei Jin Mei Song Shuicheng Yan Jian-jun Zhao 3DH 42 5 0 08 Oct 2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition Bulat Khaertdinov S. Asteriadis 42 8 0 07 Oct 2022
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition Zhimin Gao Peitao Wang Pei Lv Xiaoheng Jiang Qi-dong Liu Pichao Wang Mingliang Xu Wanqing Li ViT 57 27 0 06 Oct 2022
Representing Spatial Trajectories as Distributions Dídac Surís Carl Vondrick 44 5 0 04 Oct 2022
Heatmap Distribution Matching for Human Pose Estimation Haoxuan Qu Li Xu Yujun Cai Lin Geng Foo Jun Liu 27 14 0 03 Oct 2022
Application-Driven AI Paradigm for Human Action Recognition Zezhou Chen Yajie Cui Kaikai Zhao Zhaoxiang Liu Kai Wang 27 0 0 30 Sep 2022
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning Alexander Campbell A. Zippo L. Passamonti N. Toschi Pietro Lio 35 3 0 27 Sep 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 32 74 0 27 Sep 2022
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference Ran Ran Nuo Xu Wei Wang Quan Gang Jieming Yin Wujie Wen GNN 31 20 0 24 Sep 2022
View-Invariant Skeleton-based Action Recognition via Global-Local Contrastive Learning Cunling Bian Wei Feng Fanbo Meng Song Wang 3DH 21 6 0 23 Sep 2022
Multi-Granularity Graph Pooling for Video-based Person Re-Identification Honghu Pan Yongyong Chen Zhenyu He 41 31 0 23 Sep 2022
Pose-Aided Video-based Person Re-Identification via Recurrent Graph Convolutional Network Honghu Pan Qiao Liu Yongyong Chen Yunqing He Yuan Zheng Feng Zheng Zhenyu He CVBM 45 14 0 23 Sep 2022
Towards Complete-View and High-Level Pose-based Gait Recognition Honghu Pan Yongyong Chen Tingyang Xu Yunqian He Zhenyu He SLR GAN CVBM 29 13 0 23 Sep 2022
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition Anqi Zhu Qiuhong Ke Mingming Gong James Bailey 59 21 0 21 Sep 2022
MARIO: Modular and Extensible Architecture for Computing Visual Statistics in RoboCup SPL D. Bloisi A. Pennisi Cristian Zampino Flavio Biancospino Francesco Laus G. D. Stefano Michele Brienza Rocchina Romano 33 1 0 20 Sep 2022
Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition from Egocentric RGB Videos Yilin Wen Hao Pan Lei Yang Jia Pan Taku Komura Wenping Wang 54 27 0 20 Sep 2022
MSA-GCN:Multiscale Adaptive Graph Convolution Network for Gait Emotion Recognition Yunfei Yin Li Jing Faliang Huang Guangchao Yang Zhuowei Wang CVBM 42 16 0 19 Sep 2022
Human Pose Driven Object Effects Recommendation Zhaoxin Fan Feng Li Hongyan Liu Jun He Xiaoyong Du 16 2 0 17 Sep 2022
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation Haoyu Ma Zhe Wang Yifei Chen Deying Kong Liangjian Chen Xingwei Liu Xiangyi Yan Hao Tang Xiaohui Xie ViT 37 47 0 16 Sep 2022
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition Ruijie Hou Yanran Li Ningyu Zhang Yulin Zhou Xiaosong Yang Zhao Wang 30 10 0 07 Sep 2022
CP-AGCN: Pytorch-based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy Hao Zhang Edmond S. L. Ho Hubert P. H. Shum 32 7 0 06 Sep 2022
Real-Time Cattle Interaction Recognition via Triple-stream Network Yang Yang Mizuka Komatsu K. Oyama T. Ohkawa 33 3 0 06 Sep 2022
In-Place Gestures Classification via Long-term Memory Augmented Network Lizhi Zhao Xuequan Lu Qianyue Bao Meili Wang 23 4 0 02 Sep 2022
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition Wenhan Wu Yilei Hua Ce Zheng Shi-Bao Wu Chong Chen Aidong Lu ViT 43 31 0 01 Sep 2022
ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca Francois Bremond 29 8 0 31 Aug 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 35 39 0 26 Aug 2022
Bottom-Up 2D Pose Estimation via Dual Anatomical Centers for Small-Scale Persons Yu-Feng Cheng Yihao Ai Bo Wang Xinchao Wang R. Tan 3DH 43 11 0 25 Aug 2022
K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation Weixi Zhao Weiqiang Wang ViT 3DPC 32 2 0 24 Aug 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 31 132 0 23 Aug 2022
Part-aware Prototypical Graph Network for One-shot Skeleton-based Action Recognition Tailin Chen Desen Zhou Jian Wang Shidong Wang Qian He Chuanyan Hu Errui Ding Yuanyuan Guan Xuming He 35 14 0 19 Aug 2022
Spatial Temporal Graph Attention Network for Skeleton-Based Action Recognition Lianyu Hu Sheng Liu Wei Feng ViT 24 10 0 18 Aug 2022
Complex-Value Spatio-temporal Graph Convolutional Neural Networks and its Applications to Electric Power Systems AI Tong Wu Anna Scaglione D. Arnold GNN 31 11 0 17 Aug 2022
Progressive Cross-modal Knowledge Distillation for Human Action Recognition Jianyuan Ni A. Ngu Yan Yan HAI 28 20 0 17 Aug 2022
STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval Guoping Zhao Bingqing Zhang Mingyu Zhang Yaxian Li Jiajun Liu Ji-Rong Wen 19 0 0 15 Aug 2022
Non-Autoregressive Sign Language Production via Knowledge Distillation Eui Jun Hwang Jung Ho Kim Sukmin Cho Jong C. Park SLR 21 2 0 12 Aug 2022
Two-person Graph Convolutional Network for Skeleton-based Human Interaction Recognition Zheng Li Yueran Li Linlin Tang Tong Zhang Jingyong Su GNN 3DH 48 17 0 12 Aug 2022
PSUMNet: Unified Modality Part Streams are All You Need for Efficient Pose-based Action Recognition Neel Trivedi Ravi Kiran Sarvadevabhatla ViT 27 27 0 11 Aug 2022
Generative Action Description Prompts for Skeleton-based Action Recognition Wangmeng Xiang Chong Li Yuxuan Zhou Biao Wang Lei Zhang 48 35 0 10 Aug 2022
BabyNet: A Lightweight Network for Infant Reaching Action Recognition in Unconstrained Environments to Support Future Pediatric Rehabilitation Applications Amel Dechemi Vikarn Bhakri Ipsita Sahin Arjun Modi Julya Mestas Pamodya Peiris Dannya Enriquez Barrundia Elena Kokkoni Konstantinos Karydis 30 10 0 09 Aug 2022
Towards Graph Representation Learning Based Surgical Workflow Anticipation Xiatian Zhang Noura Al Moubayed Hubert P. H. Shum 14 4 0 07 Aug 2022
Cross-Skeleton Interaction Graph Aggregation Network for Representation Learning of Mouse Social Behaviour Feixiang Zhou Xinyu Yang Fangyuan Chen Long Chen Zheheng Jiang Huixia Zhu R. Heckel Haikuan Wang M. Fei Huiyu Zhou 26 6 0 07 Aug 2022
Contrastive Positive Mining for Unsupervised 3D Action Representation Learning Haoyuan Zhang Yonghong Hou Wenjing Zhang Wanqing Li SSL 37 38 0 06 Aug 2022
AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 24 20 0 06 Aug 2022
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 37 7 0 02 Aug 2022
Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer Jicheng Li Anjana Bhat R. Barmaki ViT 27 5 0 01 Aug 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya Zhang 3DH 31 47 0 31 Jul 2022