Concepedia

Fine-grained Image Classification

Fine-Grained Image Classification is a specialized form of image classification that distinguishes subcategories within a narrow domain by identifying subtle, discriminative visual differences among visually similar object categories, as opposed to broad-level classification that separates vastly distinct classes.

644

Publications

58K

Citations

2.3K

Authors

569

Institutions

Publications per year

2017–2026

529

Parents

Publications

644

Learning Transferable Visual Models From Natural Language Supervision

Alec Radford, Jong Wook Kim, Chris Hallacy et al. · arXiv (Cornell University) · 2021 · 5.3K citations · Full text

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Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition

Jianlong Fu, Heliang Zheng, Tao Mei · 2017 · 1.5K citations

, , +16

Cats and dogs

Omkar Parkhi, Andrea Vedaldi, A. Zisserman et al. · 2012 · 1.4K citations

, , +17

Do Better ImageNet Models Transfer Better?

Simon Kornblith, Jonathon Shlens, Quoc V. Le · 2019 · 1.3K citations

, , +16

Pruning Convolutional Neural Networks for Resource Efficient Inference

Pavlo Molchanov, Stephen Tyree, Tero Karras et al. · arXiv (Cornell University) · 2016 · 1.2K citations · Full text

, , +16

1–5 of 644

Authors

2.3K

  1. SB
    Serge Belongie

    University of California San Diego, United States

    12 publications · 1.6K citations

    12

    h-index

  2. ZM
    Zhanyu Ma

    Beijing University of Posts and Telecommunications, China

    9 publications · 1.1K citations

    9

    h-index

  3. YL
    Yuanqing Lin

    University of Pennsylvania, United States

    8 publications · 973 citations

    8

    h-index

  4. XW
    Xiu-Shen Wei

    Nanjing University of Science and Technology, China

    8 publications · 1.3K citations

    8

    h-index

  5. YP
    Yuxin Peng

    Peking University, China

    8 publications · 1.6K citations

    8

    h-index

1–5 of 2.3K

Institutions

569

  1. Chinese Academy of Sciences

    Beijing, China

    22 h-index

    101 publications

    8.8K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    18 h-index

    45 publications

    6.2K citations

  3. Peking University

    Beijing, China

    17 h-index

    39 publications

    5.4K citations

  4. Beijing University of Posts and Telecommunications

    Beijing, China

    15 h-index

    69 publications

    7K citations

  5. University of Science and Technology of China

    Hefei, China

    15 h-index

    50 publications

    10K citations

  6. Nanjing University of Science and Technology

    Nanjing, China

    15 h-index

    54 publications

    3.6K citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    14 h-index

    38 publications

    1.4K citations

  8. Beihang University

    Beijing, China

    14 h-index

    36 publications

    1.8K citations

1–8 of 569

Venues

  1. arXiv (Cornell University)

    Repository · 67 publications · 11.4K citations

    30

    h-index

  2. IEEE Transactions on Image Processing

    25 publications · 2.8K citations

    23

    h-index

  3. Pattern Recognition

    23 publications · 1.6K citations

    18

    h-index

  4. IEEE Access

    24 publications · 1.4K citations

    17

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 18 publications · 2K citations

    15

    h-index

1–5