Uncertainty-Aware Vision-based Risk Object Identification via Conformal Risk Tube Prediction

Kai-Yu Fu, Yi-Ting Chen

We study object importance-based vision risk object identification (Vision-ROI), a key capability for hazard detection in intelligent driving systems. Existing approaches make dete…