TDGNet: Temporal Difference-Guided Semantic Change Detection in Remote Sensing Images
Semantic change detection (SCD) aims to identify changed regions in bi-temporal remote sensing images and further recognize their semantic “from–to” transitions. However, this task remains challenging because real land-cover changes are often weak, spatially fragmented, and highly imbalanced against dominant unchanged...