Abstract: Road manhole detection and damage assessment are crucial for ensuring the safety and efficiency of transportation systems. Traditional methods, reliant on costly and inaccessible three-dimensional (3D) cameras, pose ...

Abstract: Road markings are used on pavement surfaces to provide guidance and information for drivers and pedestrians. When navigating road networks, awareness of upcoming hazards and critical information is essential for safe and ...