Fusing Driver Perceived and Physical Risk for Safety Critical Scenario Screening in Autonomous Driving

Overview

The method combines a driver-risk field with physical interaction costs to supervise scenario-level risk prediction. Experiments assess efficient ranking and retrieval of hazardous naturalistic-driving cases without repeated frame-by-frame risk computation.