Concepedia

2D Pose Estimation

2D Pose Estimation is a computer vision task that involves determining the spatial configuration of a subject's body joints or keypoints in two-dimensional image coordinates, distinguishing itself from 3D pose estimation by omitting depth information and operating solely within the image plane.

364

Publications

42.7K

Citations

1.1K

Authors

386

Institutions

Publications per year

2017–2026

257

Parents

Publications

364

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

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

, , +14

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

2D Human Pose Estimation: New Benchmark and State of the Art Analysis

Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler et al. · 2014 · 2.8K citations

, , +10

A Simple Yet Effective Baseline for 3d Human Pose Estimation

Julieta Martínez, Rayat Hossain, Javier Romero et al. · 2017 · 1.5K citations

, , +11

Clustered Pose and Nonlinear Appearance Models for Human Pose Estimation

P. Sam Johnson, Mark Everingham · 2010 · 884 citations

, , +11

1–5 of 364

Authors

1.1K

  1. TS
    Tomas Simon

    Meta (Israel), Israel

    6 publications · 13.2K citations

    6

    h-index

  2. YS
    Yaser Sheikh

    Carnegie Mellon University, United States

    6 publications · 13.2K citations

    6

    h-index

  3. PF
    Pascal Fua

    École Polytechnique Fédérale de Lausanne, Switzerland

    6 publications · 536 citations

    6

    h-index

  4. FM
    Francesc Moreno-Noguer

    Institut de Robòtica i Informàtica Industrial, Spain

    6 publications · 744 citations

    6

    h-index

  5. KM
    Kyoung Mu Lee

    Seoul National University, South Korea

    4 publications · 465 citations

    5

    h-index

1–5 of 1.1K

Institutions

386

  1. Carnegie Mellon University

    Pittsburgh, United States

    12 h-index

    31 publications

    41.4K citations

  2. ETH Zurich

    Zurich, Switzerland

    9 h-index

    13 publications

    1.4K citations

  3. National University of Singapore

    Singapore, Singapore

    9 h-index

    26 publications

    2.1K citations

  4. Max Planck Institute for Intelligent Systems

    Stuttgart, Germany

    8 h-index

    14 publications

    6K citations

  5. Zhejiang University

    Hangzhou, China

    8 h-index

    23 publications

    1.4K citations

  6. Peking University

    Beijing, China

    8 h-index

    23 publications

    3.7K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    7 h-index

    21 publications

    1.3K citations

  8. University of Michigan

    Ann Arbor, United States

    6 h-index

    13 publications

    876 citations

1–8 of 386

Venues

  1. arXiv (Cornell University)

    Repository · 43 publications · 2.4K citations

    21

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 18 publications · 6.3K citations

    18

    h-index

  3. Sensors

    6 publications · 135 citations

    7

    h-index

  4. 6

    h-index

  5. International Journal of Computer Vision

    5 publications · 459 citations

    5

    h-index

1–5