Concepedia

Siamese Network-based Change Detection

Siamese Network-Based Change Detection is a change detection method that employs a Siamese neural network architecture to model pixel-wise or region-wise differences between co-registered multi-temporal remote sensing images by learning discriminative change representations through shared-weight dual subnetworks.

169

Publications

14.2K

Citations

576

Authors

166

Institutions

Publications per year

2017–2026

169

Parents

Publications

169

A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection

Hao Chen, Zhenwei Shi · Remote Sensing · 2020 · 1.7K citations · Full text

, , +16

Fully Convolutional Siamese Networks for Change Detection

Rodrigo Caye Daudt, B. Le Saux, Alexandre Boulch · 2018 · 1.6K citations

, , +17

SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images

Sheng Fang, Kaiyu Li, J. Shao et al. · IEEE Geoscience and Remote Sensing Letters · 2021 · 1K citations

, , +15

DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images

Jie Chen, Ziyang Yuan, Jian Peng et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 643 citations · Full text

, , +14

Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images

Zhan Yang, Kun Fu, Menglong Yan et al. · IEEE Geoscience and Remote Sensing Letters · 2017 · 570 citations

, , +12

1–5 of 169

Authors

576

  1. MX
    Min Xia

    Nanjing University of Information Science and Technology, China

    5 publications · 241 citations

    7

    h-index

  2. HL
    Haifeng Lin

    Nanjing Forestry University, China

    4 publications · 137 citations

    6

    h-index

  3. LZ
    Liangpei Zhang

    Wuhan University, China

    6 publications · 868 citations

    6

    h-index

  4. LJ
    Licheng Jiao

    Xidian University, China

    5 publications · 263 citations

    6

    h-index

  5. LW
    Liguo Weng

    Nanjing University of Information Science and Technology, China

    3 publications · 79 citations

    5

    h-index

1–5 of 576

Institutions

166

  1. Wuhan University

    Wuhan, China

    18 h-index

    59 publications

    7.8K citations

  2. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    66 publications

    7K citations

  3. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    14 h-index

    41 publications

    4.9K citations

  4. Nanjing University of Information Science and Technology

    Nanjing, China

    11 h-index

    35 publications

    1.7K citations

  5. Xidian University

    Xi'an, China

    11 h-index

    37 publications

    2.6K citations

  6. Aerospace Information Research Institute

    Beijing, China

    11 h-index

    42 publications

    1K citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    25 publications

    3.1K citations

  8. Nanjing University of Science and Technology

    Nanjing, China

    7 h-index

    21 publications

    610 citations

1–8 of 166

Venues

  1. 22

    h-index

  2. Remote Sensing

    27 publications · 2.8K citations

    17

    h-index

  3. IEEE Geoscience and Remote Sensing Letters

    GRSL · 12 publications · 2.2K citations

    14

    h-index

  4. 14

    h-index

  5. 5

    h-index

1–5