Beyza Gürer

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

Accurate building damage assessment from satellite imagery is essential for post-disaster response and recovery. Most deep learning approaches treat this task as semantic segmentation, producing pixel-level damage maps without separating individual buildings. This formulation inherently limits reliable per-building dam...