Concepedia

Semi-supervised Change Detection

Semi-Supervised Change Detection is a change detection methodology that belongs to the class of semi-supervised learning approaches, distinguished by its utilization of a limited set of labeled samples combined with a larger set of unlabeled data to identify spatial changes between multi-temporal remote sensing images.

68

Publications

3.8K

Citations

252

Authors

99

Institutions

Publications per year

2017–2026

46

Parents

Publications

68

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

A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure

Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini · IEEE Transactions on Geoscience and Remote Sensing · 2008 · 293 citations

, , +16

Deep building footprint update network: A semi-supervised method for updating existing building footprint from bi-temporal remote sensing images

Haonan Guo, Qian Shi, Andrea Marinoni et al. · Remote Sensing of Environment · 2021 · 179 citations

, , +15

SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream

Ahsanul Haque, Latifur Khan, Michael Baron · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 169 citations · Full text

, , +16

Efficient handling of concept drift and concept evolution over Stream Data

Ahsanul Haque, Latifur Khan, Michael Baron et al. · 2016 · 118 citations

, , +17

1–5 of 68

Authors

252

  1. LB
    Lorenzo Bruzzone

    University of Trento, Italy

    5 publications · 820 citations

    5

    h-index

  2. LJ
    Licheng Jiao

    Xidian University, China

    4 publications · 98 citations

    4

    h-index

  3. SG
    Susmita Ghosh

    Jadavpur University, India

    3 publications · 163 citations

    3

    h-index

  4. KC
    Keming Chen

    Chinese Academy of Sciences, China

    3 publications · 73 citations

    3

    h-index

  5. AG
    Ashish Ghosh

    Indian Statistical Institute, India

    3 publications · 163 citations

    3

    h-index

1–5 of 252

Institutions

99

  1. Xidian University

    Xi'an, China

    8 h-index

    38 publications

    871 citations

  2. Wuhan University

    Wuhan, China

    8 h-index

    22 publications

    1.8K citations

  3. University of Trento

    Trento, Italy

    7 h-index

    11 publications

    1.9K citations

  4. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    23 publications

    670 citations

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

    Wuhan, China

    4 h-index

    11 publications

    800 citations

  6. Jadavpur University

    Kolkata, India

    3 h-index

    6 publications

    326 citations

  7. Aerospace Information Research Institute

    Beijing, China

    3 h-index

    11 publications

    353 citations

  8. Institute of Electronics

    Beijing, China

    3 h-index

    11 publications

    289 citations

1–8 of 99

Venues

  1. 17

    h-index

  2. Remote Sensing

    6 publications · 278 citations

    6

    h-index

  3. IEEE Geoscience and Remote Sensing Letters

    GRSL · 6 publications · 227 citations

    5

    h-index

  4. arXiv (Cornell University)

    Repository · 3 publications · 106 citations

    3

    h-index

  5. 3

    h-index

1–5