F. Boussaid

Insta-BDA: Instance-Aware Building Damage Assessment and Counting via Foundation Model Fusion

Results suggest that integrating foundation model segmentation with change detection offers a practical pathway toward operational, instance-level building damage assessment, and investigate two fusion strategies—a rule-based approach (Insta-BDA-RB) and a learnable variant (Insta-BDA-MLP)—using a compact multilayer per...