Vision-based robot localization

This paper studies the problem of robot localization in the case of robots equipped with a single camera. We propose to calculate the location of the robots by using a collection of sparse views of the planar surface on which these robots are moving. The camera motions are estimated using inter-image homographies computed from the matching of overhead transformed views. Results of map generated from the estimated robot locations are shown.