Concepedia

Object Segmentation

Object Segmentation is a computational method in visual perception that identifies and delineates distinct objects within a scene by grouping perceptual elements according to structural and contextual regularities, thereby enabling object-based attention and perceptual organization.

2.3K

Publications

230K

Citations

6.1K

Authors

1.5K

Institutions

Publications per year

2017–2026

1.1K

Parents

Publications

2.3K

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · 2017 · 28.8K citations

, , +10

Non-local Neural Networks

Xiaolong Wang, Ross Girshick, Abhinav Gupta et al. · 2018 · 11.2K citations

, , +11

The Pascal Visual Object Classes Challenge: A Retrospective

Mark Everingham, S. M. Ali Eslami, Luc Van Gool et al. · International Journal of Computer Vision · 2014 · 7.3K citations · Full text

, , +11

Geodesic Active Contours

Vicent Caselles, Ron Kimmel, Guillermo Sapiro · International Journal of Computer Vision · 1997 · 5.2K citations

, , +16

Deep Inside Convolutional Networks: Visualising Image Classification\n Models and Saliency Maps

Karen Simonyan, Andrea Vedaldi, Andrew Zisserman · arXiv (Cornell University) · 2013 · 4.9K citations · Full text

, , +17

1–5 of 2.3K

Authors

6.1K

  1. LV
    Luc Van Gool

    ETH Zurich, Switzerland

    24 publications · 12.4K citations

    19

    h-index

  2. WW
    Wenguan Wang

    Beijing Institute of Technology, China

    18 publications · 3.7K citations

    18

    h-index

  3. RG
    Ross Girshick

    Meta (Israel), Israel

    14 publications · 48.1K citations

    14

    h-index

  4. PH
    Philip H. S. Torr

    University of Oxford, United Kingdom

    16 publications · 6.2K citations

    14

    h-index

  5. BL
    Bastian Leibe

    RWTH Aachen University, Germany

    13 publications · 922 citations

    13

    h-index

1–5 of 6.1K

Institutions

1.5K

  1. Carnegie Mellon University

    Pittsburgh, United States

    30 h-index

    77 publications

    19.6K citations

  2. ETH Zurich

    Zurich, Switzerland

    27 h-index

    70 publications

    24.9K citations

  3. University of Oxford

    Oxford, United Kingdom

    27 h-index

    65 publications

    41.3K citations

  4. University of California, Berkeley

    Berkeley, United States

    26 h-index

    73 publications

    27.1K citations

  5. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    25 h-index

    58 publications

    24.7K citations

  6. Chinese Academy of Sciences

    Beijing, China

    24 h-index

    136 publications

    7K citations

  7. Zhejiang University

    Hangzhou, China

    23 h-index

    97 publications

    3.8K citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    21 h-index

    80 publications

    4K citations

1–8 of 1.5K

Venues

  1. arXiv (Cornell University)

    Repository · 156 publications · 19.4K citations

    44

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 72 publications · 14.6K citations

    43

    h-index

  3. IEEE Transactions on Image Processing

    68 publications · 3.6K citations

    32

    h-index

  4. 30

    h-index

  5. IEEE Transactions on Multimedia

    30 publications · 1.7K citations

    22

    h-index

1–5