Concepedia

Image Classification

Image Classification is a fundamental pattern recognition task in computer vision and remote sensing that, given an image or image patch, assigns it to one (or more, in multilabel settings) of a predefined set of semantic classes based on its visual and/or spectral characteristics.

37.3K

Publications

3.3M

Citations

77.2K

Authors

8.7K

Institutions

Publications per year

2017–2026

20.7K

Variants

Image Categorization

Parents

Children

Publications

37.3K

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

, , +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

, , +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

, , +11

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

, , +12

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 44.7K citations

, , +10

1–5 of 37.3K

Authors

77.2K

  1. JA
    Jón Atli Benediktsson

    University of Iceland, Iceland

    137 publications · 23K citations

    74

    h-index

  2. LZ
    Liangpei Zhang

    Wuhan University, China

    164 publications · 17.6K citations

    70

    h-index

  3. QD
    Qian Du

    Mississippi State University, United States

    176 publications · 17.9K citations

    69

    h-index

  4. AP
    Antonio Plaza

    Universidad de Extremadura, Spain

    140 publications · 18K citations

    65

    h-index

  5. WL
    Wei Li

    Beijing Institute of Technology, China

    136 publications · 14K citations

    63

    h-index

1–5 of 77.2K

Institutions

8.7K

  1. Chinese Academy of Sciences

    Beijing, China

    132 h-index

    3.2K publications

    239.5K citations

  2. Wuhan University

    Wuhan, China

    119 h-index

    2.1K publications

    182.3K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    102 h-index

    1.2K publications

    93.2K citations

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

    Wuhan, China

    99 h-index

    953 publications

    94.9K citations

  5. Northwestern Polytechnical University

    Xi'an, China

    87 h-index

    986 publications

    106.5K citations

  6. Xidian University

    Xi'an, China

    81 h-index

    2.3K publications

    120.1K citations

  7. University of Iceland

    Reykjavik, Iceland

    79 h-index

    263 publications

    46.4K citations

  8. University of Trento

    Trento, Italy

    79 h-index

    409 publications

    46.4K citations

1–8 of 8.7K

Venues

  1. IEEE Transactions on Geoscience and Remote Sensing

    1.6K publications · 183.6K citations

    200

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 389 publications · 160.1K citations

    158

    h-index

  3. arXiv (Cornell University)

    Repository · 1.1K publications · 245K citations

    138

    h-index

  4. IEEE Transactions on Image Processing

    482 publications · 57.3K citations

    127

    h-index

  5. IEEE Geoscience and Remote Sensing Letters

    GRSL · 820 publications · 53.8K citations

    111

    h-index

1–5