Concepedia

Semi-supervised Scene Classification

Semi-Supervised Scene Classification is a scene classification paradigm that integrates a small set of labeled scene images with a large collection of unlabeled scene images to improve classification accuracy by leveraging both supervised and unsupervised learning mechanisms.

30

Publications

1.4K

Citations

122

Authors

62

Institutions

Publications per year

2017–2026

27

Parents

Publications

30

Adversarial Autoencoders

Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly et al. · arXiv (Cornell University) · 2015 · 315 citations · Full text

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A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene classification

Wei Han, Ruyi Feng, Lizhe Wang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2017 · 216 citations

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PolSAR image classification via a novel semi-supervised recurrent complex-valued convolution neural network

Wen Xie, Gaini Ma, Feng Zhao et al. · Neurocomputing · 2020 · 66 citations

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Adaptive collaborative fusion for multi-view semi-supervised classification

Bingbing Jiang, Chenglong Zhang, Yan Zhong et al. · Information Fusion · 2023 · 62 citations

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Semi-Supervised Remote-Sensing Image Scene Classification Using Representation Consistency Siamese Network

Wang Miao, Jie Geng, Wen Jiang · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 53 citations

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1–5 of 30

Authors

122

  1. JM
    Jie Mei

    Beijing Normal University, China

    2 publications · 22 citations

    2

    h-index

  2. YW
    Yuebin Wang

    Beijing Normal University, China

    2 publications · 22 citations

    2

    h-index

  3. LZ
    Liqiang Zhang

    Beijing Normal University, China

    2 publications · 22 citations

    2

    h-index

  4. TR
    Tom Rune Lauknes

    Northern Research Institute, Norway

    1 publications · 38 citations

    1

    h-index

  5. HH
    Haiyang Huang

    Beijing Normal University, China

    1 publications · 12 citations

    1

    h-index

1–5 of 122

Institutions

62

  1. Tongji University

    Shanghai, China

    2 h-index

    3 publications

    38 citations

  2. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    4 publications

    171 citations

  3. Beijing Normal University

    Beijing, China

    2 h-index

    9 publications

    98 citations

  4. Wuhan University

    Wuhan, China

    1 h-index

    4 publications

    168 citations

  5. Technische Universität Ilmenau

    Ilmenau, Germany

    1 h-index

    1 publications

    26 citations

  6. Université Paris-Saclay

    Gif-sur-Yvette, France

    1 h-index

    1 publications

    13 citations

  7. State Key Laboratory of Remote Sensing Science

    Beijing, China

    1 h-index

    5 publications

    50 citations

  8. Technische Universität Berlin

    Berlin, Germany

    1 h-index

    1 publications

    13 citations

1–8 of 62

Venues

  1. 4

    h-index

  2. Remote Sensing

    2 publications · 53 citations

    2

    h-index

  3. IEEE Access

    2 publications · 59 citations

    2

    h-index

  4. Information Fusion

    2 publications · 94 citations

    2

    h-index

  5. Neurocomputing

    2 publications · 76 citations

    2

    h-index

1–5