Concepedia

Graph-based Action Recognition

Graph-Based Action Recognition is a methodological framework within computer vision that represents human actions as spatiotemporal graphs, where nodes denote body joints or parts and edges encode their spatial and temporal dependencies, to model articulated human motion for action classification.

282

Publications

33.6K

Citations

936

Authors

304

Institutions

Publications per year

2017–2026

227

Parents

Publications

282

Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

Sijie Yan, Yuanjun Xiong, Dahua Lin · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 4.8K citations · Full text

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Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition

Lei Shi, Yifan Zhang, Jian Cheng et al. · 2019 · 2K citations

, , +10

Action recognition based on a bag of 3D points

Wanqing Li, Zhengyou Zhang, Zicheng Liu · 2010 · 1.4K citations

, , +11

Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition

Maosen Li, Siheng Chen, Xu Chen et al. · 2019 · 1.2K citations

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Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition

Ziyu Liu, Hongwen Zhang, Zhenghao Chen et al. · 2020 · 1.2K citations

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1–5 of 282

Authors

936

  1. HL
    Hanqing Lu

    Chinese Academy of Sciences, China

    8 publications · 4K citations

    8

    h-index

  2. YZ
    Yifan Zhang

    Chinese Academy of Sciences, China

    8 publications · 4K citations

    8

    h-index

  3. JC
    Jian Cheng

    Chinese Academy of Sciences, China

    7 publications · 4K citations

    7

    h-index

  4. LW
    Liang Wang

    Chinese Academy of Sciences, China

    6 publications · 2.1K citations

    6

    h-index

  5. LS
    Lei Shi

    University of Chinese Academy of Sciences, China

    6 publications · 3K citations

    6

    h-index

1–5 of 936

Institutions

304

  1. Chinese Academy of Sciences

    Beijing, China

    21 h-index

    81 publications

    30.6K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    20 h-index

    60 publications

    30.4K citations

  3. Xi'an Jiaotong University

    Xi'an, China

    12 h-index

    30 publications

    1.1K citations

  4. Institute of Automation

    Beijing, China

    11 h-index

    35 publications

    7.5K citations

  5. Tsinghua University

    Beijing, China

    9 h-index

    26 publications

    2.2K citations

  6. South China University of Technology

    Guangzhou, China

    9 h-index

    26 publications

    1.5K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    8 h-index

    22 publications

    6.6K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    16 publications

    988 citations

1–8 of 304

Venues

  1. arXiv (Cornell University)

    Repository · 30 publications · 1.8K citations

    19

    h-index

  2. Pattern Recognition

    14 publications · 652 citations

    14

    h-index

  3. 12

    h-index

  4. IEEE Transactions on Image Processing

    10 publications · 1.2K citations

    10

    h-index

  5. Neurocomputing

    9 publications · 276 citations

    9

    h-index

1–5