Deep Learning Methods for Perception and Navigation of Service Robots

Novel deep learning approaches to improve the perception and navigation performance of service robots are proposed and IPSRO (Integrated Perception for Service RObots) framework is introduced, which is ROS-friendly integrated perception system that has recently open-sourced.