DRIFT: Driving Risk Inference via Field Transmission for Human-like Autonomous Driving

Zian Wang, Yiming Shu, Zejian Deng +1

Risk fields offer spatially structured alternatives to scalar safety metrics. However, hand-crafted static risk field models struggle with occlusion and topology-driven propagation…