Concepedia

Local Binary Patterns

Local Binary Patterns is a texture analysis method that encodes local image structures by comparing the intensity of each pixel to its neighboring pixels and representing the pattern as a binary number based on the relative intensity differences.

2.8K

Publications

167.6K

Citations

7.4K

Authors

2K

Institutions

Publications per year

2017–2026

1.2K

Parents

Publications

2.8K

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

Face Description with Local Binary Patterns: Application to Face Recognition

Abdenour Hadid, Matti Pietikäinen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 5.6K citations

, , +16

Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions

Xiaoyang Tan, Bill Triggs · IEEE Transactions on Image Processing · 2010 · 2.8K citations · Full text

, , +16

Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions

Guoying Zhao, Matti Pietikäinen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 2.8K citations

, , +16

Topological structural analysis of digitized binary images by border following

Satoshi Suzuki, KeiichiA be · Computer Vision Graphics and Image Processing · 1985 · 2.6K citations

, , +14

1–5 of 2.8K

Authors

7.4K

  1. MP
    Matti Pietikäinen

    University of Oulu, Finland

    29 publications · 29.7K citations

    23

    h-index

  2. AH
    Abdenour Hadid

    University of Oulu, Finland

    26 publications · 8.5K citations

    22

    h-index

  3. GZ
    Guoying Zhao

    University of Oulu, Finland

    24 publications · 5.3K citations

    19

    h-index

  4. MP
    Matti Pietikäinen

    University of Oulu, Finland

    17 publications · 2.1K citations

    17

    h-index

  5. GM
    Ghulam Muhammad

    King Saud University, Saudi Arabia

    14 publications · 1.1K citations

    12

    h-index

1–5 of 7.4K

Institutions

2K

  1. University of Oulu

    Oulu, Finland

    46 h-index

    174 publications

    93.8K citations

  2. Chinese Academy of Sciences

    Beijing, China

    28 h-index

    138 publications

    12.5K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    22 h-index

    87 publications

    6.9K citations

  4. Nanyang Technological University

    Singapore, Singapore

    21 h-index

    53 publications

    4.2K citations

  5. King Saud University

    Riyadh, Saudi Arabia

    20 h-index

    80 publications

    5.9K citations

  6. Beihang University

    Beijing, China

    20 h-index

    45 publications

    4.1K citations

  7. Shandong Institute of Automation

    Jinan, China

    19 h-index

    72 publications

    6.6K citations

  8. COMSATS University Islamabad

    Islamabad, Pakistan

    18 h-index

    36 publications

    2.1K citations

1–8 of 2K

Venues

  1. IEEE Transactions on Image Processing

    49 publications · 10.4K citations

    40

    h-index

  2. IEEE Access

    71 publications · 3.3K citations

    35

    h-index

  3. Sensors

    43 publications · 2.5K citations

    25

    h-index

  4. 23

    h-index

  5. Multimedia Tools and Applications

    40 publications · 1.2K citations

    21

    h-index

1–5