Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition

31 March 2020

Ziyu Liu

Hongwen Zhang

Zhenghao Chen

Zhiyong Wang

Wanli Ouyang

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Papers citing "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

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Title
Holistic Interaction Transformer Network for Action Detection Gueter Josmy Faure Min-Hung Chen S. Lai 33 37 0 23 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 35 42 0 12 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 52 27 0 06 Oct 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 25 10 0 07 Sep 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 30 38 0 26 Aug 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 29 130 0 23 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 37 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 21 27 0 11 Aug 2022
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation Zhongwei Qiu Qiansheng Yang Jian Wang Dongmei Fu ViT 46 11 0 06 Aug 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke Xiaozhong Liu 19 15 0 20 Jul 2022
Skeleton-based Action Recognition via Adaptive Cross-Form Learning Xuanhan Wang Yan Dai Lianli Gao Jingkuan Song 21 20 0 30 Jun 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 35 254 0 27 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu-Gang Jiang 30 23 0 31 May 2022
Deep Representations for Time-varying Brain Datasets Sikun Lin Shuyun Tang Scott T. Grafton Ambuj K. Singh AI4CE 19 6 0 23 May 2022
HEATGait: Hop-Extracted Adjacency Technique in Graph Convolution based Gait Recognition Md. Bakhtiar Hasan Tasnim Ahmed M. H. Kabir CVBM 21 4 0 21 Apr 2022
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener Dibyadip Chatterjee Daniel Shelepov Kun He Dipika Singhania Robert Y. Wang Angela Yao VGen 24 205 0 28 Mar 2022
Defending Black-box Skeleton-based Human Activity Classifiers He-Nan Wang Yunfeng Diao Zichang Tan G. Guo AAML 51 10 0 09 Mar 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 21 25 0 23 Feb 2022
Combining the Silhouette and Skeleton Data for Gait Recognition Likai Wang Ruize Han Wei Feng CVBM 49 20 0 22 Feb 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video Jinseok Bae Hojun Jang Cheol-Hui Min H. Choi Y. Kim 19 5 0 17 Feb 2022
Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition Zhigang Tu Jiaxu Zhang Hongyan Li Yujin Chen Junsong Yuan 35 76 0 08 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 27 13 0 04 Feb 2022
Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language Joachim Gudmundsson Martin P. Seybold John Pfeifer 21 1 0 03 Feb 2022
Should I take a walk? Estimating Energy Expenditure from Video Data Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen 16 4 0 01 Feb 2022
Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance Justin Sanchez Christopher Neff Hamed Tabkhi GNN 30 9 0 15 Jan 2022
Semantic Labeling of Human Action For Visually Impaired And Blind People Scene Interaction Leyla Benhamida S. Larabi 16 1 0 12 Jan 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 27 20 0 23 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance Jiachen Xu Min Wang Jing-yu Gong Wentao Liu Chao Qian Yuan Xie Lizhuang Ma 33 9 0 25 Nov 2021
Real-time 3D human action recognition based on Hyperpoint sequence Xing Li Qian Huang Zhijian Wang Zhenjie Hou Tianjin Yang Zhuang Miao 3DH 3DPC 27 11 0 16 Nov 2021
Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 22 6 0 07 Nov 2021
Hierarchical Graph Convolutional Skeleton Transformer for Action Recognition Ruwen Bai Min Li Bo Meng Fengfa Li Miao Jiang Junxing Ren Degang Sun ViT 21 28 0 07 Sep 2021
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 30 194 0 16 Aug 2021
Skeleton-Contrastive 3D Action Representation Learning Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek SSL 29 130 0 08 Aug 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 45 565 0 26 Jul 2021
UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 24 47 0 19 Jul 2021
Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking Yiding Yang Zhou Ren Haoxiang Li Chunluan Zhou Xinchao Wang G. Hua 3DH 19 66 0 07 Jun 2021
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living Srijan Das Rui Dai Di Yang F. Brémond ViT 43 66 0 17 May 2021
REGINA - Reasoning Graph Convolutional Networks in Human Action Recognition Bruno Degardin Vasco Lopes Hugo Proencca 3DH GNN 30 10 0 14 May 2021
Fusing Higher-order Features in Graph Neural Networks for Skeleton-based Action Recognition Zhenyue Qin Yang Liu Pan Ji Dongwoo Kim Lei Wang Bob McKay Saeed Anwar Tom Gedeon 3DPC 24 74 0 04 May 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 141 156 0 29 Apr 2021
Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos Jiawei Liu Zhengjun Zha Wei Wu Kecheng Zheng Qibin Sun 21 57 0 15 Apr 2021
The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions Jennifer J. Sun Tomomi Karigo Dipam Chakraborty Sharada Mohanty Benjamin Wild ... Chen Chen D. Anderson Pietro Perona Yisong Yue Ann Kennedy 32 47 0 06 Apr 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 27 46 0 22 Mar 2021
NTU-X: An Enhanced Large-scale Dataset for Improving Pose-based Recognition of Subtle Human Actions Neel Trivedi Anirudh Thatipelli Ravi Kiran Sarvadevabhatla 27 18 0 27 Jan 2021
LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos Sai Praneeth Reddy Sunkesula Rishabh Dabral Ganesh Ramakrishnan 25 34 0 17 Dec 2020
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 22 194 0 11 Dec 2020
JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition Jinmiao Cai Nianjuan Jiang Xiaoguang Han Kui Jia Jiangbo Lu 22 84 0 16 Nov 2020
Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos Di Yang Rui Dai Yaohui Wang Rupayan Mallick Luca Minciullo Gianpiero Francesca F. Brémond 31 16 0 10 Nov 2020
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition Haocong Rao Shihao Xu Xiping Hu Jun Cheng Bin Hu 24 191 0 01 Aug 2020