Post-accident investigation depends on how well visual evidence fills the gaps left by damaged vehicles, fading physical traces, and conflicting accounts. A single camera view

City intersections are rapidly evolving into intelligent sensing environments where real-time traffic perception enables adaptive traffic control, traffic flow optimization, and intersection safety analytics. Unlike