Title :
Toward low-cost vision-based 2D localisation systems for applications in rehabilitation robotics
Author :
Sabatini, Angelo M. ; Genovese, Vincenzo ; Maini, Eliseo S.
Author_Institution :
Scuola Superiore Sant´´ Anna, Pisa, Italy
Abstract :
In this paper we illustrate the main features of a vision-based 2D localisation system, endowed with the real-time capability of estimating the location of active light-emitting markers disposed on a horizontal plane. The vision-based system revolves around using an inexpensive, off-the-shelf web-camera under computer control: the system is simple to install and operate, yet accurate to a level which is acceptable in a range of applications. Specifically, we describe how we intend to exploit the localisation system in an application whose ultimate goal is to support motor-impaired users in the approach to a specific configuration with their mobility aid, e.g., an electric wheelchair. To serve this application, the vision-based localisation system is integrated in a human-machine-interface, built around an handheld PC, which aims at providing the driver with a "top-view" representation of the scene. In our preliminary experiments, the perceptual enhancement is shown beneficial in increasing the docking accuracy up to few millimeters and tenths of degrees from the "target" configuration.
Keywords :
computerised navigation; medical robotics; notebook computers; patient rehabilitation; real-time systems; robot vision; user interfaces; active light-emitting markers; computer control; electric wheelchair; handheld PC; horizontal plane; human-machine-interface; localisation system; location estimation; low-cost vision-based 2D localisation systems; motor-impaired users; real-time capability; rehabilitation robotics; top-view representation; vision-based localisation system; web-camera; Application software; Availability; Computer vision; Control systems; Costs; Handheld computers; Multimedia systems; Optical sensors; Rehabilitation robotics; Wheelchairs;
Conference_Titel :
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7398-7
DOI :
10.1109/IRDS.2002.1043943