Towards Driver Behavior Understanding: Weakly-Supervised Risk Perception in Driving Scenes

ArXi:2603.05926v1 Announce Type: new Achieving zero-collision mobility remains a key objective for intelligent vehicle systems, which requires understanding driver risk perception-a complex cognitive process shaped by voluntary response of the driver to external stimuli and the attentiveness of surrounding road users towards the ego-vehicle. To progress in this area, we