Concepedia

Semantic Change Detection

Semantic Change Detection is a change detection paradigm that identifies meaningful transformations in land cover or land use by interpreting multisensor, multitemporal imagery through semantic hierarchies and contextual knowledge, distinguishing itself from pixel- or feature-level change analysis by emphasizing human-interpretable categorical and functional transitions over mere geometric or radiometric differences.

301

Publications

22.7K

Citations

925

Authors

332

Institutions

Publications per year

2017–2026

213

Parents

Publications

301

Change detection from remotely sensed images: From pixel-based to object-based approaches

Masroor Hussain, Dongmei Chen, Angela Cheng et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · 1.5K citations

, , +13

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

Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change

William L. Hamilton, Jure Leskovec, Dan Jurafsky · 2016 · 860 citations · Full text

, , +12

End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++

Daifeng Peng, Yongjun Zhang, Haiyan Guan · Remote Sensing · 2019 · 785 citations · Full text

, , +17

1–5 of 301

Authors

925

  1. LZ
    Liangpei Zhang

    Wuhan University, China

    13 publications · 1.7K citations

    13

    h-index

  2. YZ
    Yanfei Zhong

    Wuhan University, China

    9 publications · 1.1K citations

    9

    h-index

  3. ZZ
    Zhuo Zheng

    Wuhan University, China

    9 publications · 1.1K citations

    9

    h-index

  4. AM
    Ailong Ma

    Wuhan University, China

    8 publications · 1.1K citations

    8

    h-index

  5. LB
    Lorenzo Bruzzone

    University of Trento, Italy

    6 publications · 997 citations

    6

    h-index

1–5 of 925

Institutions

332

  1. Wuhan University

    Wuhan, China

    30 h-index

    140 publications

    16.5K citations

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

    Wuhan, China

    22 h-index

    81 publications

    8.2K citations

  3. Chinese Academy of Sciences

    Beijing, China

    17 h-index

    53 publications

    4.1K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    11 h-index

    30 publications

    2.5K citations

  5. University of Trento

    Trento, Italy

    9 h-index

    19 publications

    2.6K citations

  6. University of Helsinki

    Helsinki, Finland

    9 h-index

    23 publications

    673 citations

  7. Nanjing University of Information Science and Technology

    Nanjing, China

    8 h-index

    24 publications

    2.9K citations

  8. Xidian University

    Xi'an, China

    7 h-index

    29 publications

    1.5K citations

1–8 of 332

Venues

  1. 32

    h-index

  2. Remote Sensing

    18 publications · 1.4K citations

    15

    h-index

  3. arXiv (Cornell University)

    Repository · 18 publications · 638 citations

    14

    h-index

  4. 13

    h-index

  5. 13

    h-index

1–5