Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks

15 December 2019

Papers citing "Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks"

28 / 28 papers shown

Title
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? Jianyang Xie Yitian Zhao Y. Meng He Zhao Anh Nguyen Yalin Zheng 14 0 0 15 May 2025
Improving Skeleton-based Action Recognition with Interactive Object Information Hao Wen Ziqian Lu Fengli Shen Zhe-Ming Lu Jialin Cui 36 0 0 10 Jan 2025
Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections Youwei Zhou Tianyang Xu Cong Wu Xiaojun Wu J. Kittler 3DH 78 0 0 22 Nov 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 35 2 0 15 Jun 2024
Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation Hejun Xiao Kunyu Peng Xiangsheng Huang Alina Roitberg Hao Li Zhao Wang Rainer Stiefelhagen 18 3 0 23 Aug 2023
Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition Yao Liu Gangfeng Cui Jiahui Luo Xiaojun Chang L. Yao ViT 3DPC 16 5 0 22 Jul 2023
FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation Jingwen Guo Hong Liu Shitong Sun Tianyu Guo M. Zhang Chenyang Si 41 3 0 19 Jun 2023
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN) Ayman Ali Ekkasit Pinyoanuntapong Pu Wang Mohsen Dorodchi 3DH 20 10 0 31 Jan 2023
Action Capsules: Human Skeleton Action Recognition Ali Farajzadeh Bavil H. Damirchi H. Taghirad 26 15 0 30 Jan 2023
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition Xi Shen Zhedong Zheng Yi Yang SLR 30 13 0 25 Dec 2022
Graph Neural Network based Child Activity Recognition Sanka Mohottala Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne BDL GNN 16 5 0 18 Dec 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 32 42 0 12 Oct 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 35 17 0 12 Aug 2022
Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition Lin Yuan Zhen He Qianqian Wang Leiyang Xu Xiang Ma ViT 25 2 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
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 24 52 0 02 Jun 2022
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling Zhongang Cai Daxuan Ren Ailing Zeng Zhengyu Lin Tao Yu ... Fangzhou Hong Mingyuan Zhang Chen Change Loy Lei Yang Ziwei Liu 3DH 36 100 0 28 Apr 2022
Action Keypoint Network for Efficient Video Recognition Xu Chen Yahong Han Xiaohan Wang Yifang Sun Yi Yang 3DPC 27 6 0 17 Jan 2022
Deep Probabilistic Graph Matching He Liu Tao Wang Yidong Li Congyan Lang Songhe Feng Haibin Ling 18 2 0 05 Jan 2022
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 35 91 0 04 Aug 2021
UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 21 47 0 19 Jul 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
Skeleton Aware Multi-modal Sign Language Recognition Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 27 165 0 16 Mar 2021
ACTION-Net: Multipath Excitation for Action Recognition Zhengwei Wang Qi She A. Smolic 3DPC 36 165 0 11 Mar 2021
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
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016