@INPROCEEDINGS{11441210, author={Shatraboina, Shashank and Upadhyay, Vinod and Shehazad, Mulla Akbar and Chouksey, Praveen}, booktitle={2026 International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC)}, title={A Deep Learning Framework for Automated Road Surface Damage Detection using UAV Imagery}, year={2026}, volume={}, number={}, pages={553-561}, keywords={YOLO;Deep learning;Training;Head;Roads;Autonomous aerial vehicles;Transformers;Ubiquitous computing;Smart systems;Real-time systems;Unmanned aerial vehicles (UAVs);road damage detection;deep learning;object detection}, doi={10.1109/ICAUC68182.2026.11441210}}