no code implementations • 29 Sep 2016 • Julie Dequaire, Dushyant Rao, Peter Ondruska, Dominic Wang, Ingmar Posner
This paper presents an end-to-end approach for tracking static and dynamic objects for an autonomous vehicle driving through crowded urban environments.
no code implementations • 18 Apr 2016 • Peter Ondruska, Julie Dequaire, Dominic Zeng Wang, Ingmar Posner
In this work we present a novel end-to-end framework for tracking and classifying a robot's surroundings in complex, dynamic and only partially observable real-world environments.