Concepedia

Unsupervised Image Classification

Unsupervised Image Classification is a method in computer vision that assigns labels to images based on learned patterns without prior annotation, distinguishing itself from supervised approaches by relying solely on intrinsic data structures to infer class boundaries.

468

Publications

29K

Citations

1.5K

Authors

637

Institutions

Publications per year

2017–2026

141

Parents

Publications

468

Status and distribution of mangrove forests of the world using earth observation satellite data

Chandra Giri, Enock Odera Ochieng, Larry L. Tieszen et al. · Global Ecology and Biogeography · 2010 · 3.1K citations

, , +17

Object class recognition by unsupervised scale-invariant learning

Rob Fergus, Pietro Perona, Andrew Zisserman · 2003 · 2K citations

, , +16

Unsupervised classification using polarimetric decomposition and the complex Wishart classifier

Jong-Sen Lee, M.R. Grunes, Thomas L. Ainsworth et al. · IEEE Transactions on Geoscience and Remote Sensing · 1999 · 879 citations

, , +17

Invariant information clustering for unsupervised image classification and segmentation

Oxford University Research Archive (ORA) (University of Oxford) · 839 citations

, , +16

Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution

J. S. Lee, M.R. Grunes, R. Kwok · International Journal of Remote Sensing · 1994 · 747 citations

, , +17

1–5 of 468

Authors

1.5K

  1. LB
    Lorenzo Bruzzone

    University of Trento, Italy

    6 publications · 547 citations

    6

    h-index

  2. WY
    Wen Yang

    Wuhan University, China

    5 publications · 106 citations

    5

    h-index

  3. MG
    Mahamed G. H. Omran

    Gulf University for Science & Technology, Kuwait

    4 publications · 349 citations

    4

    h-index

  4. MG
    M.R. Grunes

    United States Naval Research Laboratory, United States

    4 publications · 1.9K citations

    4

    h-index

  5. XX
    Xin Xu

    Wuhan University, China

    4 publications · 89 citations

    4

    h-index

1–5 of 1.5K

Institutions

637

  1. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    55 publications

    2.1K citations

  2. Wuhan University

    Wuhan, China

    13 h-index

    49 publications

    3.3K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    34 publications

    1.7K citations

  4. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    9 h-index

    26 publications

    2.5K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    15 publications

    599 citations

  6. Tsinghua University

    Beijing, China

    7 h-index

    24 publications

    969 citations

  7. California Institute of Technology

    Pasadena, United States

    7 h-index

    10 publications

    3.1K citations

  8. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    6 h-index

    13 publications

    572 citations

1–8 of 637

Venues

  1. International Journal of Remote Sensing

    41 publications · 3.3K citations

    27

    h-index

  2. 24

    h-index

  3. arXiv (Cornell University)

    Repository · 17 publications · 620 citations

    14

    h-index

  4. IEEE Geoscience and Remote Sensing Letters

    GRSL · 12 publications · 385 citations

    11

    h-index

  5. Remote Sensing

    11 publications · 466 citations

    11

    h-index

1–5