Concepedia

Animal Pose Estimation

Animal Pose Estimation is a computational task within pose estimation that specifically involves localizing and tracking anatomical keypoints of non-human animals in images or video sequences to quantify their posture and movement.

187

Publications

14K

Citations

888

Authors

282

Institutions

Publications per year

2017–2026

156

Parents

Publications

187

Using DeepLabCut for 3D markerless pose estimation across species and behaviors

Tanmay Nath, Alexander Mathis, An Chi Chen et al. · Nature Protocols · 2019 · 1.6K citations · Full text

, , +11

SLEAP: A deep learning system for multi-animal pose tracking

Talmo Pereira, Nathaniel Tabris, Arie Matsliah et al. · Nature Methods · 2022 · 904 citations · Full text

, , +17

Fast animal pose estimation using deep neural networks

Talmo Pereira, Diego Aldarondo, Lindsay Willmore et al. · Nature Methods · 2018 · 721 citations · Full text

, , +16

Multi-animal pose estimation, identification and tracking with DeepLabCut

Jessy Lauer, Mu Zhou, Shaokai Ye et al. · Nature Methods · 2022 · 610 citations · Full text

, , +14

DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning

Jacob M. Graving, Daniel H. Chae, Hemal Naik et al. · eLife · 2019 · 565 citations · Full text

, , +11

1–5 of 187

Authors

888

  1. MW
    Mackenzie Weygandt Mathis

    École Polytechnique Fédérale de Lausanne, Switzerland

    11 publications · 3K citations

    11

    h-index

  2. AM
    Alexander Mathis

    Harvard University, United States

    10 publications · 2.9K citations

    10

    h-index

  3. TP
    Talmo Pereira

    Princeton University, United States

    7 publications · 2.1K citations

    7

    h-index

  4. SZ
    Silvia Zuffi

    Max Planck Institute for Intelligent Systems, Germany

    6 publications · 591 citations

    6

    h-index

  5. MJ
    Michael J. Black

    Max Planck Institute for Intelligent Systems, Germany

    6 publications · 591 citations

    6

    h-index

1–5 of 888

Institutions

282

  1. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    12 h-index

    60 publications

    8.4K citations

  2. Princeton University

    Princeton, United States

    10 h-index

    62 publications

    24.5K citations

  3. Harvard University

    Cambridge, United States

    9 h-index

    56 publications

    16.5K citations

  4. New York University

    New York, United States

    7 h-index

    15 publications

    3.7K citations

  5. Stanford University

    Stanford, United States

    6 h-index

    14 publications

    1.5K citations

  6. Max Planck Institute of Animal Behavior

    Radolfzell, Germany

    6 h-index

    24 publications

    4.4K citations

  7. Salk Institute for Biological Studies

    La Jolla, United States

    6 h-index

    8 publications

    1.9K citations

  8. Max Planck Institute for Intelligent Systems

    Stuttgart, Germany

    6 h-index

    7 publications

    635 citations

1–8 of 282

Venues

  1. Computers and Electronics in Agriculture

    17 publications · 1.1K citations

    16

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 21 publications · 1.1K citations

    16

    h-index

  3. Nature Methods

    7 publications · 2.6K citations

    7

    h-index

  4. arXiv (Cornell University)

    Repository · 5 publications · 110 citations

    6

    h-index

  5. eLife

    6 publications · 1.3K citations

    6

    h-index

1–5