Concepedia

Texture Classification

Texture Classification is a computational method within texture analysis that distinguishes and categorizes visual textures into predefined classes based on distinctive spatial patterns and statistical features extracted from image regions.

2K

Publications

143.4K

Citations

5.1K

Authors

1.7K

Institutions

Publications per year

2017–2026

499

Parents

Publications

2K

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.3K citations

, , +16

A comparative study of texture measures with classification based on featured distributions

Timo Ojala, Matti Pietikäinen, David Harwood · Pattern Recognition · 1996 · 6.8K citations

, , +15

Automated Flower Classification over a Large Number of Classes

Maria-Elena Nilsback, Andrew Zisserman · 2008 · 3.2K citations

, , +15

Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study

Jianguo Zhang, M. Marszałek, Svetlana Lazebnik et al. · International Journal of Computer Vision · 2006 · 1.9K citations · Full text

, , +16

Invariant Scattering Convolution Networks

Joan Bruna, Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 1.6K citations

, , +16

1–5 of 2K

Authors

5.1K

  1. MP
    Matti Pietikäinen

    University of Oulu, Finland

    15 publications · 25.7K citations

    15

    h-index

  2. LL
    Li Liu

    National University of Defense Technology, China

    14 publications · 2K citations

    13

    h-index

  3. PF
    Paul Fieguth

    University of Waterloo, Canada

    13 publications · 1.9K citations

    12

    h-index

  4. OM
    Odemir Martinez Bruno

    Universidade de São Paulo, Brazil

    15 publications · 649 citations

    11

    h-index

  5. MJ
    Mike J. Chantler

    Heriot-Watt University, United Kingdom

    11 publications · 275 citations

    11

    h-index

1–5 of 5.1K

Institutions

1.7K

  1. Centre National de la Recherche Scientifique

    Paris, France

    28 h-index

    108 publications

    10.4K citations

  2. University of Oulu

    Oulu, Finland

    27 h-index

    87 publications

    74.5K citations

  3. Chinese Academy of Sciences

    Beijing, China

    17 h-index

    47 publications

    1.9K citations

  4. Universidade de São Paulo

    São Paulo, Brazil

    16 h-index

    68 publications

    4.5K citations

  5. University of Maryland, College Park

    College Park, United States

    16 h-index

    34 publications

    15.9K citations

  6. Nanyang Technological University

    Singapore, Singapore

    16 h-index

    36 publications

    1.6K citations

  7. National University of Defense Technology

    Changsha, China

    15 h-index

    37 publications

    5.9K citations

  8. National University of Singapore

    Singapore, Singapore

    14 h-index

    22 publications

    1.4K citations

1–8 of 1.7K

Venues

  1. IEEE Transactions on Image Processing

    56 publications · 8.9K citations

    41

    h-index

  2. Pattern Recognition

    65 publications · 13.6K citations

    39

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 38 publications · 25.1K citations

    35

    h-index

  4. Pattern Recognition Letters

    53 publications · 3.4K citations

    30

    h-index

  5. Expert Systems with Applications

    26 publications · 1.2K citations

    22

    h-index

1–5