Concepedia

Action Recognition

Action Recognition is a computer vision task that automatically identifies and classifies human actions from visual data by analyzing characteristic spatiotemporal patterns of motion and appearance.

18.5K

Publications

1.3M

Citations

39.1K

Authors

5K

Institutions

Publications per year

2017–2026

9.7K

Variants

HarHuman Action Recognition

Parents

Children

Publications

18.5K

Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus et al. · 2015 · 9.7K citations

, , +13

Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields

Zhe Cao, Tomas Simon, Shih-En Wei et al. · 2017 · 7.3K citations

, , +14

Large-Scale Video Classification with Convolutional Neural Networks

Andrej Karpathy, George Toderici, Sanketh Shetty et al. · 2014 · 6.3K citations

, , +15

Two-Stream Convolutional Networks for Action Recognition in Videos

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 5.4K citations · Full text

, , +16

Learning Transferable Visual Models From Natural Language Supervision

Alec Radford, Jong Wook Kim, Chris Hallacy et al. · arXiv (Cornell University) · 2021 · 5.3K citations · Full text

, , +16

1–5 of 18.5K

Authors

39.1K

  1. MS
    Mubarak Shah

    University of Central Florida, United States

    76 publications · 17.1K citations

    47

    h-index

  2. JY
    Junsong Yuan

    Nanyang Technological University, Singapore

    64 publications · 9.4K citations

    42

    h-index

  3. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    75 publications · 7.3K citations

    42

    h-index

  4. CS
    Cordelia Schmid

    Institut national de recherche en sciences et technologies du numérique, France

    58 publications · 25.8K citations

    41

    h-index

  5. LW
    Limin Wang

    Nanjing University, China

    60 publications · 10.6K citations

    40

    h-index

1–5 of 39.1K

Institutions

5K

  1. Carnegie Mellon University

    Pittsburgh, United States

    96 h-index

    756 publications

    127.3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    87 h-index

    1.1K publications

    120.6K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    73 h-index

    286 publications

    63K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    70 h-index

    557 publications

    68.2K citations

  5. Nanyang Technological University

    Singapore, Singapore

    70 h-index

    421 publications

    56.5K citations

  6. ETH Zurich

    Zurich, Switzerland

    69 h-index

    375 publications

    44.9K citations

  7. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    66 h-index

    388 publications

    78.8K citations

  8. Tsinghua University

    Beijing, China

    65 h-index

    605 publications

    40K citations

1–8 of 5K

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 251 publications · 60.8K citations

    110

    h-index

  2. arXiv (Cornell University)

    Repository · 756 publications · 59.1K citations

    93

    h-index

  3. Pattern Recognition

    338 publications · 26.8K citations

    84

    h-index

  4. Sensors

    458 publications · 26K citations

    75

    h-index

  5. IEEE Access

    359 publications · 18.6K citations

    68

    h-index

1–5