Towards a Framework to Manage Perceptual Uncertainty for Safe Automated Driving

Krzysztof Czarnecki, Rick Salay

Perception is a safety-critical function of autonomous vehicles and machine learning (ML) plays a key role in its implementation. This position paper identifies (1) perceptual unce…