Concepedia

Graph-based Segmentation

Graph-Based Segmentation is an image segmentation method that represents an image as a graph structure, where pixels or regions correspond to nodes and their pairwise similarities define weighted edges, enabling partitioning through graph-theoretic algorithms to detect perceptually meaningful regions.

617

Publications

61.4K

Citations

1.8K

Authors

658

Institutions

Publications per year

2017–2026

147

Variants

Graph-theoretic Segmentation

Parents

Publications

617

Normalized cuts and image segmentation

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

, , +12

Efficient Graph-Based Image Segmentation

Pedro F. Felzenszwalb, Daniel P. Huttenlocher · International Journal of Computer Vision · 2004 · 6.2K citations

, , +7

Random Walks for Image Segmentation

Leo Grady · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 2.6K citations

, , +15

Graph Cuts and Efficient N-D Image Segmentation

Yuri Boykov, Gareth Funka-Lea · International Journal of Computer Vision · 2006 · 1.9K citations

, , +10

Graph-based approach for airborne light detection and ranging segmentation

D.L. Vilariño, José C. Cabaleiro, Jorge Martínez Sánchez et al. · Journal of Applied Remote Sensing · 2017 · 1.8K citations · Full text

, , +15

1–5 of 617

Authors

1.8K

  1. MS
    Milan Sonka

    University of Iowa, United States

    14 publications · 1.4K citations

    13

    h-index

  2. AX
    Alexandre X. Falcão

    Universidade Estadual de Campinas (UNICAMP), Brazil

    13 publications · 962 citations

    13

    h-index

  3. PA
    Paulo A. V. Miranda

    Universidade Estadual de Campinas (UNICAMP), Brazil

    12 publications · 454 citations

    11

    h-index

  4. LG
    Leo Grady

    Siemens (United States), United States

    11 publications · 3.7K citations

    10

    h-index

  5. OL
    Olivier Lézoray

    GREYC, France

    8 publications · 329 citations

    8

    h-index

1–5 of 1.8K

Institutions

658

  1. Centre National de la Recherche Scientifique

    Paris, France

    16 h-index

    62 publications

    2K citations

  2. University of Iowa

    Iowa City, United States

    16 h-index

    76 publications

    7.9K citations

  3. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    48 publications

    2.2K citations

  4. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    14 h-index

    31 publications

    1.6K citations

  5. Princeton University

    Princeton, United States

    12 h-index

    17 publications

    5.8K citations

  6. GREYC

    Caen, France

    11 h-index

    25 publications

    899 citations

  7. Universidade de São Paulo

    São Paulo, Brazil

    11 h-index

    20 publications

    643 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    40 publications

    19.7K citations

1–8 of 658

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 24 publications · 23.5K citations

    22

    h-index

  2. Pattern Recognition

    21 publications · 1.5K citations

    20

    h-index

  3. 14

    h-index

  4. IEEE Transactions on Image Processing

    12 publications · 1.2K citations

    12

    h-index

  5. arXiv (Cornell University)

    Repository · 11 publications · 314 citations

    10

    h-index

1–5