Brian W. Surgenor

A Self-Supervised Near-to-Far Approach for Terrain-Adaptive Off-Road Autonomous Driving

We introduce a self-supervised method for systematically choosing traversable terrain while autonomously navigating a vehicle to a goal position in an unknown off-road environment. Leveraging the color discriminant bias of off-road terrain types, and using images from a vehicle-mounted camera, we em…