Concepedia

Local Feature Descriptors

Local Feature Descriptors is a computational method in image feature engineering that characterizes the distinctive appearance of localized image regions in a manner invariant to geometric and photometric transformations, thereby enabling reliable matching across different views of a scene.

2.9K

Publications

266.9K

Citations

7.5K

Authors

1.8K

Institutions

Publications per year

2017–2026

963

Parents

Publications

2.9K

Speeded-Up Robust Features (SURF)

Herbert Bay, Andreas Ess, Tinne Tuytelaars et al. · Computer Vision and Image Understanding · 2008 · 13.4K citations

, , +11

ORB: An efficient alternative to SIFT or SURF

Ethan Rublee, Vincent Rabaud, Kurt Konolige et al. · 2011 · 10.4K citations

, , +14

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

Svetlana Lazebnik, C. Schmid, Jean Ponce · 2006 · 8K citations · Full text

, , +16

A performance evaluation of local descriptors

Krystian Mikolajczyk, C. Schmid · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 6.7K citations · Full text

, , +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

1–5 of 2.9K

Authors

7.5K

  1. KM
    Krystian Mikolajczyk

    University of Surrey, United Kingdom

    20 publications · 10.2K citations

    17

    h-index

  2. CS
    Cordelia Schmid

    Institut national de recherche en sciences et technologies du numérique, France

    16 publications · 5.2K citations

    15

    h-index

  3. BF
    Bin Fan

    Chinese Academy of Sciences, China

    15 publications · 1.7K citations

    15

    h-index

  4. MB
    Mohammed Bennamoun

    The University of Western Australia, Australia

    16 publications · 2.5K citations

    14

    h-index

  5. GZ
    Guoying Zhao

    University of Oulu, Finland

    17 publications · 2.7K citations

    14

    h-index

1–5 of 7.5K

Institutions

1.8K

  1. Chinese Academy of Sciences

    Beijing, China

    44 h-index

    332 publications

    23.8K citations

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

    Le Chesnay-Rocquencourt, France

    42 h-index

    143 publications

    59.2K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    36 h-index

    157 publications

    25.3K citations

  4. Institute of Automation

    Beijing, China

    28 h-index

    125 publications

    10.3K citations

  5. Wuhan University

    Wuhan, China

    28 h-index

    145 publications

    9.3K citations

  6. Peking University

    Beijing, China

    27 h-index

    96 publications

    5.7K citations

  7. Tsinghua University

    Beijing, China

    27 h-index

    109 publications

    6.9K citations

  8. University of Oulu

    Oulu, Finland

    26 h-index

    80 publications

    27.6K citations

1–8 of 1.8K

Venues

  1. 56

    h-index

  2. IEEE Transactions on Image Processing

    97 publications · 12.9K citations

    52

    h-index

  3. Pattern Recognition

    78 publications · 4.7K citations

    38

    h-index

  4. arXiv (Cornell University)

    Repository · 89 publications · 5.2K citations

    33

    h-index

  5. IEEE Transactions on Multimedia

    39 publications · 2.3K citations

    25

    h-index

1–5