A literature review that maps sample-efficient change detection methods into a taxonomy of tasks and supervision strategies, with a caveated accuracy comparison.
Domain Knowledge-Guided Self- Supervised Change Detection for Remote Sensing Images,
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A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges
A literature review that maps sample-efficient change detection methods into a taxonomy of tasks and supervision strategies, with a caveated accuracy comparison.