Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery

Author:

Mou Lichao1ORCID,Hua Yuansheng1,Saha Sudipan2ORCID,Bovolo Francesca3ORCID,Bruzzone Lorenzo4ORCID,Zhu Xiao Xiang1ORCID

Affiliation:

1. Data Science in Earth Observation, Technical University of Munich (TUM), Munich, Germany

2. Chair of Data Science in Earth Observation, Technical University of Munich (TUM), Munich, Germany

3. Fondazione Bruno Kessler, Trento, Italy

4. Department of Information Engineering and Computer Science, University of Trento, Trento, Italy

Funder

H2020 European Research Council

Bundesministerium f?r Bildung und Forschung

Bundesministerium f?r Wirtschaft und Energie

Helmholtz Association

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Reference86 articles.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2023

2. PRBCD-Net: Predict-Refining-Involved Bidirectional Contrastive Difference Network for Unsupervised Change Detection;IEEE Transactions on Geoscience and Remote Sensing;2023

3. UCDFormer: Unsupervised Change Detection Using a Transformer-Driven Image Translation;IEEE Transactions on Geoscience and Remote Sensing;2023

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