Concepedia

Few-shot Scene Classification

Few-Shot Scene Classification is a scene classification paradigm that belongs to the broader category of few-shot learning, distinguished by its focus on recognizing geographic or environmental scenes from a limited number of labeled examples per class.

55

Publications

2.6K

Citations

200

Authors

61

Institutions

Publications per year

2017–2026

55

Parents

Publications

55

Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation

Xian Sun, Bing Wang, Zhirui Wang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 231 citations · Full text

, , +10

DLA-MatchNet for Few-Shot Remote Sensing Image Scene Classification

Lingjun Li, Junwei Han, Xiwen Yao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 192 citations

, , +16

SPNet: Siamese-Prototype Network for Few-Shot Remote Sensing Image Scene Classification

Gong Cheng, Liming Cai, Chunbo Lang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 161 citations

, , +14

SCL-MLNet: Boosting Few-Shot Remote Sensing Scene Classification via Self-Supervised Contrastive Learning

Xiaomin Li, Daqian Shi, Xiaolei Diao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 106 citations

, , +16

Robust high-dimensional memory-augmented neural networks

Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo et al. · Nature Communications · 2021 · 105 citations · Full text

, , +15

1–5 of 55

Authors

200

  1. WH
    Wendong Huang

    Chongqing University of Posts and Telecommunications, China

    5 publications · 142 citations

    5

    h-index

  2. ZY
    Zhengwu Yuan

    Chongqing University of Posts and Telecommunications, China

    5 publications · 142 citations

    5

    h-index

  3. JG
    Jie Geng

    Northwestern Polytechnical University, China

    5 publications · 213 citations

    5

    h-index

  4. PZ
    Pei Zhang

    Northwestern Polytechnical University, China

    5 publications · 169 citations

    5

    h-index

  5. YL
    Ying Li

    Northwestern Polytechnical University, China

    4 publications · 142 citations

    4

    h-index

1–5 of 200

Institutions

61

  1. Northwestern Polytechnical University

    Xi'an, China

    14 h-index

    53 publications

    3.3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    20 publications

    1.7K citations

  3. Aerospace Information Research Institute

    Beijing, China

    5 h-index

    15 publications

    1.6K citations

  4. Chongqing University of Posts and Telecommunications

    Chongqing, China

    5 h-index

    16 publications

    506 citations

  5. Xidian University

    Xi'an, China

    5 h-index

    25 publications

    805 citations

  6. Wuhan University

    Wuhan, China

    4 h-index

    19 publications

    588 citations

  7. Peking University

    Beijing, China

    3 h-index

    4 publications

    320 citations

  8. Central South University

    Changsha, China

    3 h-index

    18 publications

    962 citations

1–8 of 61

Venues

  1. 15

    h-index

  2. Remote Sensing

    13 publications · 436 citations

    12

    h-index

  3. IEEE Geoscience and Remote Sensing Letters

    GRSL · 3 publications · 82 citations

    3

    h-index

  4. 2

    h-index

  5. 2

    h-index

1–5