Is structure needed for omnidirectional visual homing?

Upcoming fast vision techniques for finding image correspondences enable reliable real-time visual homing, i.e. the guidance of a mobile robot from a arbitrary start pose towards a goal pose defined by an image taken there. Two approaches emerge in the field that differ in the fact that the structure of the scene is estimated or not. In this paper, we compare these two approaches for the general case and especially for our application, being automatic wheelchair navigation. Goedemé T., Vanhooydonck D., Demeester E., Nuttin M., Tuytelaars T., Van Gool L., ''Is structure needed for omnidirectional visual homing ?'', 6th IEEE International Symposium on Computational Intelligence in Robotics and Automation - CIRA 2005, June 27-30, 2005, Espoo, Finland. ispartof: pages:303-308 ispartof: Proceedings 6th IEEE International Symposium on Computational Intelligence in Robotics and Automation - CIRA 2005 pages:303-308 ispartof: IEEE International Symposium on Computational Intelligence in Robotics and Automation - CIRA 2005 location:Espoo, Finland date:27 Jun - 30 Jun 2005 status: published