Concepedia

Fully Supervised Segmentation

Fully Supervised Segmentation is an image segmentation paradigm that belongs to the class of supervised learning methods and is distinguished by its reliance on densely annotated pixel-level labels for training, enabling the model to learn precise mappings from input images to their corresponding segmentation masks.

102

Publications

16.8K

Citations

466

Authors

175

Institutions

Publications per year

2017–2026

97

Parents

Publications

102

Segment Anything

Alexander M. Kirillov, Eric Mintun, Nikhila Ravi et al. · 2023 · 9.1K citations

, , +7

Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation

Yude Wang, Jie Zhang, Meina Kan et al. · 2020 · 750 citations

, , +13

Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations

Jiwoon Ahn, Sunghyun Cho, Suha Kwak · 2019 · 621 citations

, , +16

A Brief Survey on Semantic Segmentation with Deep Learning

Shijie Hao, Yuan Zhou, Yanrong Guo · Neurocomputing · 2020 · 589 citations

, , +15

Micrograph segmentations for DDEVD

Alexander M. Kirillov, Eric Mintun, Nikhila Ravi et al. · arXiv (Cornell University) · 2023 · 543 citations · Full text

, , +9

1–5 of 102

Authors

466

  1. IL
    Issam Laradji

    University of British Columbia, Canada

    5 publications · 151 citations

    5

    h-index

  2. DV
    David Vázquez

    Universitat Autònoma de Barcelona, Spain

    4 publications · 123 citations

    4

    h-index

  3. AK
    Arnab Kumar Mondal

    Indian Institute of Technology Delhi, India

    3 publications · 160 citations

    3

    h-index

  4. RS
    Rainer Stiefelhagen

    Karlsruhe Institute of Technology, Germany

    3 publications · 165 citations

    3

    h-index

  5. CS
    Constantin Seibold

    Karlsruhe Institute of Technology, Germany

    3 publications · 165 citations

    3

    h-index

1–5 of 466

Institutions

175

  1. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    23 publications

    4.4K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    15 publications

    4.4K citations

  3. Sun Yat-sen University

    Guangzhou, China

    5 h-index

    10 publications

    539 citations

  4. University of British Columbia

    Vancouver, Canada

    4 h-index

    6 publications

    165 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    7 publications

    369 citations

  6. Fudan University

    Shanghai, China

    3 h-index

    4 publications

    373 citations

  7. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    3 h-index

    9 publications

    495 citations

  8. Shenzhen University

    Shenzhen, China

    3 h-index

    9 publications

    288 citations

1–8 of 175

Venues

  1. arXiv (Cornell University)

    Repository · 24 publications · 1.3K citations

    15

    h-index

  2. IEEE Transactions on Medical Imaging

    7 publications · 594 citations

    7

    h-index

  3. Neurocomputing

    4 publications · 659 citations

    4

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 109 citations

    3

    h-index

  5. 3

    h-index

1–5