Open access
Aug 2026
Source-Only Cross-Dataset Building Change Detection with Frozen DINOv3 and Hierarchical Evidence Fusion
Remote sensing building change detection is important for monitoring urban expansion, rural settlement dynamics, post-disaster reconstruction, and human-induced land transformation. However, most existing change detection models are optimized under in-domain protocols, while practical deployment often requires direct t...
Jian-Feng Zhang, Yu-Bin Hu, Shuang Liu et al.
· Remote Sensing · 0 citations