Concepedia

Semi-supervised Semantic Segmentation

Semi-Supervised Semantic Segmentation is a machine learning approach within pixel-level image understanding that leverages both a small set of labeled images and a larger set of unlabeled images to train models, distinguishing itself from fully-supervised methods by reducing reliance on extensive manual annotations while maintaining high segmentation accuracy.

264

Publications

20.3K

Citations

1.1K

Authors

343

Institutions

Publications per year

2017–2026

255

Parents

Publications

264

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

Semi Supervised Semantic Segmentation Using Generative Adversarial Network

Nasim Souly, Concetto Spampinato, Mubarak Shah · 2017 · 540 citations · Full text

, , +16

1–5 of 264

Authors

1.1K

  1. YW
    Yunchao Wei

    Beijing Jiaotong University, China

    6 publications · 803 citations

    6

    h-index

  2. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    6 publications · 1.7K citations

    6

    h-index

  3. YZ
    Yi Zhou

    Southeast University, China

    5 publications · 1.7K citations

    5

    h-index

  4. LZ
    Luping Zhou

    The University of Sydney, Australia

    5 publications · 526 citations

    5

    h-index

  5. JW
    Jingdong Wang

    Microsoft Research Asia (China), China

    5 publications · 1.4K citations

    5

    h-index

1–5 of 1.1K

Institutions

343

  1. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    47 publications

    1.7K citations

  2. Zhejiang University

    Hangzhou, China

    9 h-index

    22 publications

    1.9K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    28 publications

    1.1K citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    8 h-index

    21 publications

    2.9K citations

  5. Wuhan University

    Wuhan, China

    7 h-index

    16 publications

    1.8K citations

  6. The University of Sydney

    Sydney, Australia

    6 h-index

    12 publications

    926 citations

  7. University of Hong Kong

    Pok Fu Lam, Hong Kong

    6 h-index

    11 publications

    818 citations

  8. Aerospace Information Research Institute

    Beijing, China

    6 h-index

    22 publications

    671 citations

1–8 of 343

Venues

  1. arXiv (Cornell University)

    Repository · 49 publications · 2.5K citations

    24

    h-index

  2. 12

    h-index

  3. Remote Sensing

    11 publications · 362 citations

    10

    h-index

  4. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 9 publications · 1K citations

    9

    h-index

  5. 7

    h-index

1–5