Concepedia

Deep Learning-based Change Detection

Deep Learning-Based Change Detection is a change detection methodology that employs deep neural networks to automatically learn and identify temporal changes from multi-temporal data, distinguishing itself from traditional methods through its capacity for hierarchical feature extraction and end-to-end learning.

590

Publications

45.3K

Citations

1.9K

Authors

536

Institutions

Publications per year

2017–2026

553

Parents

Publications

590

Fully Convolutional Siamese Networks for Change Detection

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

, , +17

A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images

Chenxiao Zhang, Peng Yue, Deodato Tapete et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 1.1K citations

, , +14

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

Remote Sensing Image Change Detection With Transformers

IEEE Transactions on Geoscience and Remote Sensing · 2021 · 1K citations · Full text

, , +16

Changedetection.net: A new change detection benchmark dataset

Nil Goyette, Pierre‐Marc Jodoin, Fatih Porikli et al. · 2012 · 814 citations · Full text

, , +14

1–5 of 590

Authors

1.9K

  1. MG
    Maoguo Gong

    Xidian University, China

    22 publications · 2.8K citations

    21

    h-index

  2. LJ
    Licheng Jiao

    Xidian University, China

    20 publications · 1.7K citations

    17

    h-index

  3. LZ
    Liangpei Zhang

    Wuhan University, China

    16 publications · 2.8K citations

    16

    h-index

  4. LB
    Lorenzo Bruzzone

    University of Trento, Italy

    16 publications · 1.6K citations

    15

    h-index

  5. SS
    Sudipan Saha

    Technical University of Munich, Germany

    12 publications · 611 citations

    12

    h-index

1–5 of 1.9K

Institutions

536

  1. Wuhan University

    Wuhan, China

    49 h-index

    239 publications

    37.7K citations

  2. Xidian University

    Xi'an, China

    36 h-index

    224 publications

    19.3K citations

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

    Wuhan, China

    36 h-index

    107 publications

    14.7K citations

  4. Chinese Academy of Sciences

    Beijing, China

    28 h-index

    127 publications

    9.9K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    18 h-index

    48 publications

    4.5K citations

  6. Aerospace Information Research Institute

    Beijing, China

    18 h-index

    81 publications

    3K citations

  7. University of Trento

    Trento, Italy

    18 h-index

    36 publications

    3.2K citations

  8. Nanjing University of Information Science and Technology

    Nanjing, China

    18 h-index

    60 publications

    5.9K citations

1–8 of 536

Venues

  1. IEEE Transactions on Geoscience and Remote Sensing

    119 publications · 11.9K citations

    61

    h-index

  2. Remote Sensing

    69 publications · 4.7K citations

    32

    h-index

  3. IEEE Geoscience and Remote Sensing Letters

    GRSL · 43 publications · 4.6K citations

    31

    h-index

  4. 27

    h-index

  5. 19

    h-index

1–5