AnyRoad: A Frequency-Aware Adapter Framework for Road Segmentation With Segment Anything Model
Automated road extraction from high-resolution satellite imagery is critical for geospatial applications. However, accurate segmentation requires balancing global topological continuity with local boundary precision. Existing methods often struggle with this tradeoff, while directly adapting large-scale foundation mode...