Concepedia

Multi-class Change Detection

Multi-Class Change Detection is a type of land cover change detection method that identifies and classifies multiple distinct land cover transitions between two or more temporal image observations, as opposed to detecting only binary change/no-change patterns.

26

Publications

1.7K

Citations

102

Authors

45

Institutions

Publications per year

2017–2026

15

Parents

Publications

26

Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection

Haobo Lyu, Hui Lü, Lichao Mou · Remote Sensing · 2016 · 335 citations · Full text

, , +17

Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images

Lei Ding, Haitao Guo, Sicong Liu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 210 citations · Full text

, , +16

An enhanced classification approach to change detection in semi-arid environments

Paul G. Pilon, Philip J. Howarth, Roger Bullock et al. · Photogrammetric Engineering & Remote Sensing · 1988 · 156 citations

, , +13

Unsupervised Extraction of Flood-Induced Backscatter Changes in SAR Data Using Markov Image Modeling on Irregular Graphs

Sandro Martinis, André Twele, Stefan Voigt · IEEE Transactions on Geoscience and Remote Sensing · 2010 · 148 citations

, , +16

An automated approach for updating land cover maps based on integrated change detection and classification methods

Xuehong Chen, Jin Chen, Yusheng Shi et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2012 · 139 citations

, , +17

1–5 of 26

Authors

102

  1. LB
    Lorenzo Bruzzone

    University of Trento, Italy

    4 publications · 362 citations

    4

    h-index

  2. SL
    Sicong Liu

    Tongji University, China

    3 publications · 313 citations

    3

    h-index

  3. XT
    Xiaohua Tong

    Tongji University, China

    2 publications · 103 citations

    2

    h-index

  4. SV
    Stefan Voigt

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    2 publications · 159 citations

    2

    h-index

  5. LM
    Lichao Mou

    Technical University of Munich, Germany

    2 publications · 545 citations

    2

    h-index

1–5 of 102

Institutions

45

  1. Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

    Cologne, Germany

    4 h-index

    8 publications

    1K citations

  2. University of Trento

    Trento, Italy

    4 h-index

    6 publications

    621 citations

  3. Tongji University

    Shanghai, China

    3 h-index

    6 publications

    505 citations

  4. Technical University of Munich

    Munich, Germany

    2 h-index

    2 publications

    545 citations

  5. Dartmouth College

    Hanover, United States

    1 h-index

    2 publications

    126 citations

  6. Shandong Jianzhu University

    Jinan, China

    1 h-index

    2 publications

    40 citations

  7. Nanjing University of Science and Technology

    Nanjing, China

    1 h-index

    1 publications

    15 citations

  8. City University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    2 publications

    126 citations

1–8 of 45

Venues

  1. 5

    h-index

  2. Remote Sensing

    4 publications · 484 citations

    4

    h-index

  3. International Journal of Remote Sensing

    2 publications · 34 citations

    2

    h-index

  4. 2

    h-index

  5. 1

    h-index

1–5