DAM-Net transfers change-detection models across remote sensing datasets using adversarial feature alignment plus fine-tuning on about 16 labeled images, roughly matching semi-supervised methods that use 10% labels.
Updating the 2001 national land cover database impervious surface products to 2006 using landsat imagery change detection methods,
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DAM-Net: Domain Adaptation Network with Micro-Labeled Fine-Tuning for Change Detection
DAM-Net transfers change-detection models across remote sensing datasets using adversarial feature alignment plus fine-tuning on about 16 labeled images, roughly matching semi-supervised methods that use 10% labels.