Article ID Journal Published Year Pages File Type
719789 IFAC Proceedings Volumes 2007 6 Pages PDF
Abstract

This paper describes how the recently published SURF features can be used as landmarks for an online FastSLAM algorithm that simultaneously estimates the robot pose and the pose of a large number of landmarks. An implementation with particular focus on efficient data structures like two-stage landmark data base and special balanced binary trees is described. Practical results on outdoor data sets at 3 Hz with about 3-6 % error of total traveled distance are shown.

Related Topics
Physical Sciences and Engineering Engineering Computational Mechanics