Concepedia

Part-based Object Recognition

Part-Based Object Recognition is a method in computer vision that identifies objects by decomposing them into constituent parts and modeling the spatial relationships among these parts, distinguishing it from holistic approaches that recognize objects based on global features.

375

Publications

62.6K

Citations

1K

Authors

375

Institutions

Publications per year

2017–2026

105

Parents

Publications

375

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

, , +11

Object Detection with Discriminatively Trained Part-Based Models

Pedro F. Felzenszwalb, Ross Girshick, David McAllester et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 10.1K citations

, , +12

Caltech-UCSD Birds-200-2011 Dataset

Catherine Wah · CaltechAUTHORS (California Institute of Technology) · 2024 · 3.9K citations · Full text

, , +16

Parts and Wholes in Face Recognition

James W. Tanaka, Martha J. Farah · The Quarterly Journal of Experimental Psychology Section A · 1993 · 2.2K citations

, , +15

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

Gong Cheng, Junwei Han, Peicheng Zhou et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2014 · 944 citations

, , +13

1–5 of 375

Authors

1K

  1. RG
    Ross Girshick

    Meta (Israel), Israel

    9 publications · 11.7K citations

    9

    h-index

  2. AY
    Alan Yuille

    Johns Hopkins University, United States

    8 publications · 803 citations

    8

    h-index

  3. PF
    Pedro F. Felzenszwalb

    University of Chicago, United States

    7 publications · 11.4K citations

    7

    h-index

  4. TD
    Trevor Darrell

    University of California, Berkeley, United States

    7 publications · 1.6K citations

    7

    h-index

  5. DR
    Deva Ramanan

    Carnegie Mellon University, United States

    7 publications · 10.6K citations

    7

    h-index

1–5 of 1K

Institutions

375

  1. University of California, Berkeley

    Berkeley, United States

    16 h-index

    33 publications

    4.7K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    13 h-index

    35 publications

    5.6K citations

  3. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    39 publications

    3.4K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    26 publications

    4.3K citations

  5. University of California, Los Angeles

    Los Angeles, United States

    11 h-index

    22 publications

    3.3K citations

  6. Peking University

    Beijing, China

    10 h-index

    25 publications

    2.6K citations

  7. Microsoft (United States)

    Redmond, United States

    9 h-index

    14 publications

    3.4K citations

  8. Stanford University

    Stanford, United States

    9 h-index

    17 publications

    2.6K citations

1–8 of 375

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 793 citations

    17

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 18 publications · 12.2K citations

    16

    h-index

  3. 9

    h-index

  4. 2009 IEEE Conference on Computer Vision and Pattern Recognition

    Conference · 6 publications · 364 citations

    6

    h-index

  5. Computer Vision and Image Understanding

    CVIU · 6 publications · 728 citations

    6

    h-index

1–5