RiskProp: Collision-Anchored Self-Supervised Risk Propagation for Early Accident Anticipation

Yiyang Zou, Tianhao Zhao, Peilun Xiao +9

Accident anticipation aims to predict impending collisions from dashcam videos and trigger early alerts. Existing methods rely on binary supervision with manually annotated "anomal…