Chang-Bo Xu

Edge-Enhanced and Content-Aware Feature Reconstruction for Road Object Detection in Adverse Weather

WRA-YOLO, an improved YOLO11-based detector integrating edge enhancement and content-aware feature reconstruction, and MPDIoU loss is employed to improve bounding box regression by constraining corner-point distances.