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
CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion Zhifu Zhao Hanyang Hua J. Li Shaoxin Wu Fu Li Yangtao Zhou Yang Li DiffM 68 0 0 30 Apr 2025
SDFA: Structure Aware Discriminative Feature Aggregation for Efficient Human Fall Detection in Video Sania Zahan Ghulam Mubashar Hassan Ajmal Saeed Mian 52 12 0 10 Mar 2025
Modeling Human Skeleton Joint Dynamics for Fall Detection Sania Zahan Ghulam Mubashar Hassan Ajmal Saeed Mian 3DH 45 2 0 10 Mar 2025
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis Xuehao Gao Yang Yang Shaoyi Du Guo-Jun Qi Junwei Han 31 1 0 01 Mar 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 49 0 0 08 Feb 2025
Interact with me: Joint Egocentric Forecasting of Intent to Interact, Attitude and Social Actions Tongfei Bian Yiming Ma Mathieu Chollet Victor Sanchez T. Guha EgoV 92 0 0 21 Dec 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 42 1 0 16 Nov 2024
GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Jun Li Jinying Wu Qiming Li Feifei Guo 18 0 0 31 Aug 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Aly A. Farag 3DPC 18 0 0 10 Aug 2024
MMAD: Multi-label Micro-Action Detection in Videos Kun Li Pengyu Liu Pengyu Liu Guoliang Chen Zhiliang Wu Hehe Fan Meng Wang 25 2 0 07 Jul 2024
Enhancing Micro Gesture Recognition for Emotion Understanding via Context-aware Visual-Text Contrastive Learning Deng Li Bohao Xing Xin Liu 19 5 0 03 May 2024
Unsupervised Motion Retargeting for Human-Robot Imitation Aleksa Marusic A. Tapus S. Nguyen 10 10 0 18 Jan 2024
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui C. L. P. Chen Mengyuan Liu 3DH 32 10 0 19 Dec 2023
A Graph-Based Approach for Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 8 10 0 29 Nov 2023
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding Yu Cheng Bo Wang R. Tan 3DH 11 0 0 21 Sep 2023
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 20 1 0 20 Sep 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 16 44 0 26 Aug 2023
Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation Hejun Xiao Kunyu Peng Xiangsheng Huang Alina Roitberg Hao Li Zhao Wang Rainer Stiefelhagen 6 3 0 23 Aug 2023
Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition Yuhang Wen Zixuan Tang Yunsheng Pang Beichen Ding Mengyuan Liu 19 20 0 14 Jul 2023
SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network Hamza Bouzid Lahoucine Ballihi ViT 3DH 8 2 0 30 Jun 2023
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness Yuxuan Zhou Zhi-Qi Cheng Ju He Bin Luo Yifeng Geng Xuansong Xie 14 11 0 19 May 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 22 7 0 23 Apr 2023
OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation Federico Cunico Federico Girella Andrea Avogaro Marco Emporio Andrea Giachetti Marco Cristani 8 6 0 12 Apr 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 11 67 0 07 Mar 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 16 20 0 27 Jan 2023
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
Holistic Interaction Transformer Network for Action Detection Gueter Josmy Faure Min-Hung Chen S. Lai 31 36 0 23 Oct 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 22 38 0 26 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 22 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
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke J. Liu 13 15 0 20 Jul 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 18 249 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 Jiang 14 22 0 31 May 2022
HEATGait: Hop-Extracted Adjacency Technique in Graph Convolution based Gait Recognition Md. Bakhtiar Hasan Tasnim Ahmed M. H. Kabir CVBM 8 4 0 21 Apr 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 14 25 0 23 Feb 2022
Should I take a walk? Estimating Energy Expenditure from Video Data Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen 8 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 11 9 0 15 Jan 2022
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 20 9 0 25 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 10 28 0 07 Sep 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 20 544 0 26 Jul 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 110 154 0 29 Apr 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 22 46 0 22 Mar 2021
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 16 118 0 14 Feb 2020