2025
FuzzRisk: Online Collision Risk Estimation for Autonomous Vehicles Based on Depth-Aware Object Detection via Fuzzy Inference
ICRA 2025
This paper presents a novel monitoring framework that infers the level of collision risk for autonomous vehicles (AV s) based on their object detection performance. The framework takes two sets of predictions from different algorithms and associates their inconsistencies with the collision risk via