Concepedia

Human Pose Estimation

Human Pose Estimation is a computational method in computer vision that determines the spatial configuration of human body joints and limbs in an image or video sequence by localizing anatomical key points to infer the underlying pose structure.

3.4K

Publications

313.3K

Citations

8.8K

Authors

1.8K

Institutions

Publications per year

2017–2026

2.1K

Parents

Publications

3.4K

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

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

, , +14

Deep High-Resolution Representation Learning for Human Pose Estimation

Ke Sun, Bin Xiao, Dong Liu et al. · 2019 · 5.6K citations

, , +9

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning

Alexander Mathis, Pranav Mamidanna, Kevin M. Cury et al. · Nature Neuroscience · 2018 · 5.6K citations · Full text

, , +11

OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields

Zhe Cao, Gines Hidalgo, Tomas Simon et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 5K citations

, , +15

Deep High-Resolution Representation Learning for Visual Recognition

Jingdong Wang, Ke Sun, Tianheng Cheng et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 4.6K citations

, , +11

1–5 of 3.4K

Authors

8.8K

  1. MJ
    Michael J. Black

    Max Planck Institute for Intelligent Systems, Germany

    54 publications · 11.7K citations

    41

    h-index

  2. CT
    Christian Theobalt

    Max Planck Institute for Informatics, Germany

    37 publications · 6.7K citations

    31

    h-index

  3. WO
    Wanli Ouyang

    The University of Sydney, Australia

    25 publications · 4.3K citations

    23

    h-index

  4. PF
    Pascal Fua

    École Polytechnique Fédérale de Lausanne, Switzerland

    36 publications · 3.5K citations

    23

    h-index

  5. BS
    Bernt Schiele

    Max Planck Institute for Informatics, Germany

    25 publications · 8.3K citations

    22

    h-index

1–5 of 8.8K

Institutions

1.8K

  1. Max Planck Institute for Intelligent Systems

    Stuttgart, Germany

    43 h-index

    158 publications

    26.1K citations

  2. Max Planck Institute for Informatics

    Saarbrücken, Germany

    43 h-index

    231 publications

    58.8K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    42 h-index

    177 publications

    65.6K citations

  4. Tsinghua University

    Beijing, China

    42 h-index

    234 publications

    18.6K citations

  5. ETH Zurich

    Zurich, Switzerland

    34 h-index

    111 publications

    11.2K citations

  6. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    33 h-index

    112 publications

    74.3K citations

  7. Zhejiang University

    Hangzhou, China

    33 h-index

    139 publications

    13.4K citations

  8. Microsoft Research Asia (China)

    Beijing, China

    33 h-index

    79 publications

    27.8K citations

1–8 of 1.8K

Venues

  1. arXiv (Cornell University)

    Repository · 307 publications · 16.1K citations

    58

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 96 publications · 29.8K citations

    55

    h-index

  3. International Journal of Computer Vision

    46 publications · 4.7K citations

    31

    h-index

  4. 31

    h-index

  5. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 39 publications · 3.8K citations

    29

    h-index

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