Automated Multi-Class Structural Damage Detection and Segmentation for Unmanned Aerial Vehicle-Based Infrastructure Inspection Using Deep Learning

This study presents a three-stage deep learning framework for automated structural damage classification, segmentation, and unmanned aerial vehicle (UAV)-based inspection simulation targeting bridges, offshore platforms, and other civil infrastructure.