Concepedia

Supervised Change Detection

Supervised Change Detection is a change detection approach that belongs to the class of supervised learning methods, distinguished by its reliance on labeled training data to learn the patterns of change and non-change between temporal observations for subsequent classification.

55

Publications

4.5K

Citations

183

Authors

109

Institutions

Publications per year

2017–2026

31

Parents

Publications

55

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

SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images

Daifeng Peng, Lorenzo Bruzzone, Yongjun Zhang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 403 citations

, , +17

Slow Feature Analysis for Change Detection in Multispectral Imagery

Chen Wu, Bo Du, Liangpei Zhang · IEEE Transactions on Geoscience and Remote Sensing · 2013 · 345 citations

, , +16

Supervised change detection in VHR images using contextual information and support vector machines

Michele Volpi, Devis Tuia, Francesca Bovolo et al. · International Journal of Applied Earth Observation and Geoinformation · 2011 · 275 citations · Full text

, , +11

Triplet-Based Semantic Relation Learning for Aerial Remote Sensing Image Change Detection

Mengya Zhang, Guangluan Xu, Keming Chen et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 243 citations

, , +15

1–5 of 55

Authors

183

  1. KC
    Keming Chen

    Chinese Academy of Sciences, China

    5 publications · 403 citations

    5

    h-index

  2. LB
    Lorenzo Bruzzone

    University of Trento, Italy

    4 publications · 775 citations

    4

    h-index

  3. XS
    Xian Sun

    Chinese Academy of Sciences, China

    4 publications · 916 citations

    4

    h-index

  4. MY
    Menglong Yan

    Chinese Academy of Sciences, China

    3 publications · 893 citations

    3

    h-index

  5. GX
    Guangluan Xu

    Chinese Academy of Sciences, China

    3 publications · 346 citations

    3

    h-index

1–5 of 183

Institutions

109

  1. Wuhan University

    Wuhan, China

    7 h-index

    14 publications

    2.3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    28 publications

    5.2K citations

  3. Institute of Electronics

    Beijing, China

    5 h-index

    24 publications

    5.1K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    6 publications

    1.5K citations

  5. University of Trento

    Trento, Italy

    4 h-index

    6 publications

    1.5K citations

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

    Wuhan, China

    4 h-index

    5 publications

    810 citations

  7. China University of Geosciences

    Wuhan, China

    3 h-index

    11 publications

    843 citations

  8. Aerospace Information Research Institute

    Beijing, China

    2 h-index

    7 publications

    165 citations

1–8 of 109

Venues

  1. IEEE Geoscience and Remote Sensing Letters

    GRSL · 8 publications · 1.2K citations

    8

    h-index

  2. Remote Sensing

    6 publications · 445 citations

    6

    h-index

  3. 5

    h-index

  4. 5

    h-index

  5. 2

    h-index

1–5