Concepedia

Centroid Optimization

Centroid Optimization is a computational method in image quantization that iteratively refines the representative colors of clusters by minimizing the within-cluster distortion, typically through updating centroids to the mean of their assigned pixels in the color space.

208

Publications

9.8K

Citations

685

Authors

279

Institutions

Publications per year

2017–2026

86

Parents

Publications

208

An adaptive fuzzy C-means algorithm for image segmentation in the presence of intensity inhomogeneities

Dzung L. Pham, Jerry L. Prince · Pattern Recognition Letters · 1999 · 472 citations · Full text

, , +16

An efficient centroid type-reduction strategy for general type-2 fuzzy logic system

Information Sciences · 2007 · 369 citations

, , +8

Blended intrinsic maps

Vladimir G. Kim, Yaron Lipman, Thomas Funkhouser · 2011 · 335 citations

, , +16

Blended intrinsic maps

Vladimir G. Kim, Yaron Lipman, Thomas Funkhouser · ACM Transactions on Graphics · 2011 · 290 citations

, , +16

PARTICLE SWARM OPTIMIZATION METHOD FOR IMAGE CLUSTERING

Mahamed G. H. Omran, Andries P. Engelbrecht, Ayed Salman · International Journal of Pattern Recognition and Artificial Intelligence · 2005 · 287 citations

, , +15

1–5 of 208

Authors

685

  1. SN
    Shuryo Nakai

    University of British Columbia, Canada

    5 publications · 80 citations

    5

    h-index

  2. KN
    Kimio Nishimura

    Doshisha Women's College of Liberal Arts, Japan

    5 publications · 62 citations

    5

    h-index

  3. HS
    Hiroki Saeki

    Hokkaido University, Japan

    4 publications · 50 citations

    4

    h-index

  4. VG
    Vladimir G. Kim

    Adobe Systems (United States), United States

    2 publications · 625 citations

    2

    h-index

  5. DL
    Dzung L. Pham

    Johns Hopkins University, United States

    2 publications · 489 citations

    2

    h-index

1–5 of 685

Institutions

279

  1. University of British Columbia

    Vancouver, Canada

    8 h-index

    25 publications

    488 citations

  2. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    695 citations

  3. Doshisha Women's College of Liberal Arts

    Kyoto, Japan

    4 h-index

    6 publications

    77 citations

  4. Hokkaido University

    Sapporo, Japan

    4 h-index

    4 publications

    50 citations

  5. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    4 h-index

    11 publications

    469 citations

  6. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    12 publications

    310 citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    12 publications

    296 citations

  8. Princeton University

    Princeton, United States

    3 h-index

    7 publications

    1.9K citations

1–8 of 279

Venues

  1. Pattern Recognition Letters

    6 publications · 929 citations

    6

    h-index

  2. Information Sciences

    5 publications · 663 citations

    5

    h-index

  3. Journal of Food Science

    JFS · 4 publications · 82 citations

    4

    h-index

  4. Food Science and Technology Research

    FSTR · 3 publications · 35 citations

    3

    h-index

  5. arXiv (Cornell University)

    Repository · 3 publications · 161 citations

    3

    h-index

1–5