Concepedia

Semi-supervised Segmentation

Semi-Supervised Segmentation is a machine learning approach within image segmentation that leverages a small set of labeled images and a larger set of unlabeled images to train a model, distinguished from fully supervised and unsupervised methods by its joint use of labeled and unlabeled data to improve segmentation accuracy under limited annotation.

663

Publications

41.8K

Citations

2.5K

Authors

740

Institutions

Publications per year

2017–2026

554

Parents

Publications

663

Fast Online Object Tracking and Segmentation: A Unifying Approach

Qiang Wang, Li Zhang, Luca Bertinetto et al. · 2019 · 1.5K citations

, , +16

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

Deng-Ping Fan, Tao Zhou, Ge-Peng Ji et al. · IEEE Transactions on Medical Imaging · 2020 · 1.2K citations

, , +13

Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

Xiaokang Chen, Yuhui Yuan, Gang Zeng et al. · 2021 · 1.1K citations

, , +16

Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation

George Papandreou, Liang-Chieh Chen, Kevin Murphy et al. · 2015 · 1.1K citations

, , +16

Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation

Yunchao Wei, Huaxin Xiao, Zequn Jie et al. · 2018 · 647 citations

, , +15

1–5 of 663

Authors

2.5K

  1. YW
    Yunchao Wei

    Beijing Jiaotong University, China

    9 publications · 1K citations

    9

    h-index

  2. PH
    Pheng‐Ann Heng

    Chinese University of Hong Kong, Hong Kong SAR China

    9 publications · 1K citations

    9

    h-index

  3. CD
    Christian Desrosiers

    École de Technologie Supérieure, Canada

    9 publications · 554 citations

    9

    h-index

  4. MP
    Marco Pedersoli

    École de Technologie Supérieure, Canada

    8 publications · 430 citations

    8

    h-index

  5. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    7 publications · 2K citations

    7

    h-index

1–5 of 2.5K

Institutions

740

  1. Chinese Academy of Sciences

    Beijing, China

    23 h-index

    108 publications

    5.3K citations

  2. Tsinghua University

    Beijing, China

    19 h-index

    41 publications

    2.1K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    18 h-index

    61 publications

    8K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    17 h-index

    57 publications

    2.2K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    14 h-index

    28 publications

    3.4K citations

  6. University of Hong Kong

    Pok Fu Lam, Hong Kong

    14 h-index

    26 publications

    1.5K citations

  7. University of Oxford

    Oxford, United Kingdom

    13 h-index

    26 publications

    6.6K citations

  8. Northwestern Polytechnical University

    Xi'an, China

    12 h-index

    35 publications

    1.6K citations

1–8 of 740

Venues

  1. IEEE Transactions on Medical Imaging

    34 publications · 3.5K citations

    28

    h-index

  2. arXiv (Cornell University)

    Repository · 80 publications · 3.3K citations

    28

    h-index

  3. Medical Image Analysis

    22 publications · 2.8K citations

    21

    h-index

  4. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 18 publications · 1.3K citations

    17

    h-index

  5. 14

    h-index

1–5