Concepedia

Hierarchical Image Classification

Hierarchical Image Classification is an image classification paradigm that organizes semantic categories into a hierarchical structure, distinguishing it from flat classification by exploiting parent-child relationships among classes to improve accuracy and model interpretability.

202

Publications

40.9K

Citations

648

Authors

280

Institutions

Publications per year

2017–2026

87

Parents

Publications

202

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

, , +16

Image classification for content-based indexing

Aditya Vailaya, Mário A. T. Figueiredo, Anil K. Jain · IEEE Transactions on Image Processing · 2001 · 759 citations

, , +16

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios

Rodolfo M. Pereira, Diego Bertolini, Lucas Teixeira et al. · Computer Methods and Programs in Biomedicine · 2020 · 529 citations · Full text

, , +16

Neighborhood Attention Transformer

Ali Hassani, Steven Walton, Jiachen Li et al. · 2023 · 411 citations

, , +15

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · arXiv (Cornell University) · 2021 · 397 citations · Full text

, , +16

1–5 of 202

Authors

648

  1. JF
    Jianping Fan

    University of North Carolina at Charlotte, United States

    11 publications · 343 citations

    10

    h-index

  2. HL
    Hangzai Luo

    University of North Carolina at Charlotte, United States

    5 publications · 208 citations

    5

    h-index

  3. YZ
    Yu Zheng

    University of North Carolina at Charlotte, United States

    3 publications · 91 citations

    3

    h-index

  4. JP
    Jinye Peng

    Northwest University, China

    3 publications · 109 citations

    3

    h-index

  5. XY
    Xiaokang Yang

    Shanghai Jiao Tong University, China

    3 publications · 48 citations

    3

    h-index

1–5 of 648

Institutions

280

  1. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    28 publications

    935 citations

  2. University of North Carolina at Charlotte

    Charlotte, United States

    10 h-index

    20 publications

    898 citations

  3. Xi'an Jiaotong University

    Xi'an, China

    6 h-index

    13 publications

    30.6K citations

  4. Northwest University

    Xi'an, China

    5 h-index

    12 publications

    302 citations

  5. Wuhan University

    Wuhan, China

    5 h-index

    14 publications

    410 citations

  6. Xidian University

    Xi'an, China

    5 h-index

    6 publications

    182 citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    8 publications

    295 citations

  8. Institute of Automation

    Beijing, China

    4 h-index

    8 publications

    197 citations

1–8 of 280

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 761 citations

    11

    h-index

  2. IEEE Transactions on Image Processing

    7 publications · 1K citations

    7

    h-index

  3. Remote Sensing

    5 publications · 138 citations

    6

    h-index

  4. Pattern Recognition

    5 publications · 225 citations

    5

    h-index

  5. Multimedia Tools and Applications

    4 publications · 255 citations

    4

    h-index

1–5