Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

26 July 2021

Bing Li

Papers citing "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"

50 / 200 papers shown

Title
Graph Contrastive Learning for Skeleton-based Action Recognition Xiaohui Huang Hao Zhou Jian Wang Haocheng Feng Junyu Han Errui Ding Jingdong Wang Xinggang Wang Wenyu Liu Bin Feng 27 16 0 26 Jan 2023
Learning Sparse Temporal Video Mapping for Action Quality Assessment in Floor Gymnastics Sania Zahan Ghulam Mubashar Hassan Ajmal Saeed Mian 8 6 0 15 Jan 2023
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things Armin Danesh Pazho Christopher Neff Ghazal Alinezhad Noghre B. R. Ardabili S. Yao Mohammadreza Baharani Hamed Tabkhi 11 34 0 09 Jan 2023
Transformers in Action Recognition: A Review on Temporal Modeling Elham Shabaninia Hossein Nezamabadi-pour Fatemeh Shafizadegan ViT 19 8 0 29 Dec 2022
Joint Engagement Classification using Video Augmentation Techniques for Multi-person Human-robot Interaction Y. Kim Huili Chen Sharifa Alghowinem C. Breazeal Hae Won Park 8 2 0 28 Dec 2022
Cross-Modal Learning with 3D Deformable Attention for Action Recognition Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 20 22 0 12 Dec 2022
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Suhwan Cho Sungmin Woo Sungjun Jang Sangyoun Lee 14 17 0 09 Dec 2022
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction Yansong Tang Jinpeng Liu Aoyang Liu B. Yang Wen-Dao Dai Yongming Rao Jiwen Lu Jie Zhou Xiu Li 27 22 0 09 Dec 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 6 44 0 24 Nov 2022
Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack Yunfeng Diao He-Nan Wang Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg Meng Wang AAML 27 6 0 21 Nov 2022
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng C. Li Yanwen Fang Yifeng Geng Xuansong Xie M. Keuper ViT 18 49 0 17 Nov 2022
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition Benjia Zhou Pichao Wang Jun Wan Yan-Ni Liang Fan Wang 29 17 0 16 Nov 2022
Contrastive Self-Supervised Learning for Skeleton Representations N. Lingg Miguel Sarabia Luca Zappella B. Theobald SSL 13 0 0 10 Nov 2022
Learning Joint Representation of Human Motion and Language Jihoon Kim Youngjae Yu Seungyoung Shin Taehyun Byun Sungjoon Choi 23 5 0 27 Oct 2022
Holistic Interaction Transformer Network for Action Detection Gueter Josmy Faure Min-Hung Chen S. Lai 31 36 0 23 Oct 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 21 92 0 14 Oct 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 20 131 0 12 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 19 28 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 37 27 0 06 Oct 2022
MSA-GCN:Multiscale Adaptive Graph Convolution Network for Gait Emotion Recognition Yunfei Yin Li Jing Faliang Huang Guangchao Yang Zhuowei Wang CVBM 21 16 0 19 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 13 5 0 07 Sep 2022
ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 13 4 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 25 38 0 26 Aug 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 15 126 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 27 14 0 19 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 25 16 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 16 27 0 11 Aug 2022
Generative Action Description Prompts for Skeleton-based Action Recognition Wangmeng Xiang C. Li Yuxuan Zhou Biao Wang Lei Zhang 21 14 0 10 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 8 6 0 07 Aug 2022
AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 16 19 0 06 Aug 2022
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition Yunsheng Pang Qiuhong Ke Hossein Rahmani James Bailey J. Liu ViT 20 44 0 25 Jul 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke J. Liu 16 15 0 20 Jul 2022
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional Network Hao Xing Darius Burschka GNN 3DH 6 7 0 12 Jul 2022
Skeleton-based Action Recognition via Adaptive Cross-Form Learning Xuanhan Wang Yan Dai Lianli Gao Jingkuan Song 12 20 0 30 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 11 48 0 02 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu Jiang 14 22 0 31 May 2022
PYSKL: Towards Good Practices for Skeleton Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin VLM 16 133 0 19 May 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 11 4 0 04 May 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception Fangzhou Hong Liang Pan Zhongang Cai Ziwei Liu VLM 17 24 0 25 Mar 2022
Defending Black-box Skeleton-based Human Activity Classifiers He-Nan Wang Yunfeng Diao Zichang Tan G. Guo AAML 35 10 0 09 Mar 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 16 27 0 23 Feb 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition Lipeng Ke Kuan-Chuan Peng Siwei Lyu 3DPC 8 33 0 04 Feb 2022
Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition Benjia Zhou Pichao Wang Jun Wan Yanyan Liang Fan Wang Du Zhang Zhen Lei Hao Li Rong Jin 22 27 0 16 Dec 2021
Topology-aware Convolutional Neural Network for Efficient Skeleton-based Action Recognition Kailin Xu Fanfan Ye Qiaoyong Zhong Di Xie 10 119 0 08 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 20 17 0 07 Dec 2021
Skeleton-Based Mutually Assisted Interacted Object Localization and Human Action Recognition Liang Xu Cuiling Lan Wenjun Zeng Cewu Lu 16 24 0 28 Oct 2021
Revisiting Skeleton-based Action Recognition Haodong Duan Yue Zhao Kai-xiang Chen Dahua Lin Bo Dai 3DH 14 471 0 28 Apr 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 30 354 0 22 Dec 2020
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 117 230 0 20 Oct 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 19 118 0 14 Feb 2020