Concepedia

Image Representation

Image Representation is a foundational construct in image feature engineering that specifies the mathematical or structural form in which visual data are encoded to facilitate computational analysis, distinguished by its explicit role in defining the feature space from which subsequent models derive interpretable patterns.

2.1K

Publications

227.4K

Citations

5.3K

Authors

1.5K

Institutions

Publications per year

2017–2026

745

Parents

Publications

2.1K

Rapid object detection using a boosted cascade of simple features

Paul Viola, Michael Jones · 2005 · 18.2K citations

, , +13

Robust Real-Time Face Detection

Paul Viola, Michael Jones · International Journal of Computer Vision · 2004 · 14.2K citations

, , +11

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 11.4K 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

Vision: A computational investigation into the human representation and processing of visual information

H. B. Barlow · Journal of Mathematical Psychology · 1983 · 5.6K citations

, , +16

1–5 of 2.1K

Authors

5.3K

  1. QT
    Qi Tian

    The University of Texas at San Antonio, United States

    19 publications · 776 citations

    16

    h-index

  2. CZ
    Chunjie Zhang

    Chinese Academy of Sciences, China

    15 publications · 744 citations

    14

    h-index

  3. SY
    Shuicheng Yan

    National University of Singapore, Singapore

    11 publications · 2K citations

    11

    h-index

  4. HG
    Hayit Greenspan

    Tel Aviv University, Israel

    10 publications · 2.6K citations

    10

    h-index

  5. HQ
    Hassan Qjidaa

    Sidi Mohamed Ben Abdellah University, Morocco

    7 publications · 278 citations

    9

    h-index

1–5 of 5.3K

Institutions

1.5K

  1. Chinese Academy of Sciences

    Beijing, China

    32 h-index

    149 publications

    13.1K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    25 h-index

    67 publications

    6.3K citations

  3. Microsoft (United States)

    Redmond, United States

    23 h-index

    37 publications

    43.8K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    23 h-index

    88 publications

    5.1K citations

  5. Tsinghua University

    Beijing, China

    22 h-index

    74 publications

    8.6K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    22 h-index

    54 publications

    5.1K citations

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

    Le Chesnay-Rocquencourt, France

    21 h-index

    45 publications

    28.9K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    21 h-index

    83 publications

    13.7K citations

1–8 of 1.5K

Venues

  1. IEEE Transactions on Image Processing

    89 publications · 8.3K citations

    44

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 72 publications · 39.1K citations

    43

    h-index

  3. arXiv (Cornell University)

    Repository · 103 publications · 8.5K citations

    37

    h-index

  4. 21

    h-index

  5. Pattern Recognition

    28 publications · 1.3K citations

    21

    h-index

1–5