Concepedia

Image Segmentation

Image Segmentation is an image analysis technique that partitions a digital image into a set of non-overlapping, homogeneous regions or objects that are internally coherent and mutually distinct according to specified visual or semantic criteria, thereby yielding a more meaningful representation for subsequent processing or interpretation.

28.6K

Publications

2M

Citations

65K

Authors

8.2K

Institutions

Publications per year

2017–2026

11.7K

Parents

Children

Publications

28.6K

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 43.1K citations

, , +12

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

, , +13

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

, , +14

Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.7K citations

, , +12

Scale-space and edge detection using anisotropic diffusion

Pietro Perona, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1990 · 12K citations

, , +14

1–5 of 28.6K

Authors

65K

  1. JM
    Jitendra Malik

    University of California, Berkeley, United States

    52 publications · 57.8K citations

    40

    h-index

  2. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    80 publications · 6.5K citations

    40

    h-index

  3. CS
    Chunhua Shen

    The University of Adelaide, Australia

    46 publications · 9.3K citations

    37

    h-index

  4. AY
    Alan Yuille

    Johns Hopkins University, United States

    52 publications · 38.9K citations

    36

    h-index

  5. JK
    Jayaram K. Udupa

    University of Pennsylvania, United States

    60 publications · 5.8K citations

    35

    h-index

1–5 of 65K

Institutions

8.2K

  1. Chinese Academy of Sciences

    Beijing, China

    93 h-index

    1.5K publications

    100.6K citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    79 h-index

    460 publications

    104.4K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    77 h-index

    1.2K publications

    65.8K citations

  4. Harvard University

    Cambridge, United States

    75 h-index

    472 publications

    89.6K citations

  5. University of California, Berkeley

    Berkeley, United States

    71 h-index

    279 publications

    291K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    71 h-index

    344 publications

    74.8K citations

  7. University of Oxford

    Oxford, United Kingdom

    69 h-index

    351 publications

    95.4K citations

  8. University of Pennsylvania

    Philadelphia, United States

    67 h-index

    548 publications

    58.1K citations

1–8 of 8.2K

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 469 publications · 194.2K citations

    156

    h-index

  2. IEEE Transactions on Medical Imaging

    402 publications · 92.9K citations

    142

    h-index

  3. IEEE Transactions on Image Processing

    593 publications · 69.6K citations

    123

    h-index

  4. arXiv (Cornell University)

    Repository · 854 publications · 78.8K citations

    104

    h-index

  5. Pattern Recognition

    507 publications · 44.2K citations

    99

    h-index

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