Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles

Liuhui Ding, Dachuan Li, Bowen Liu +5

Uncertainties in Deep Neural Network (DNN)-based perception and vehicle's motion pose challenges to the development of safe autonomous driving vehicles. In this paper, we propose a…