Title :
Motion and shape parameters identification with vision and range
Author :
Takahashi, Satoru ; Ghosh, Bijoy K.
Author_Institution :
Dept. of Syst. Sci. & Math., Washington Univ., St. Louis, MO, USA
Abstract :
In this paper, in order to get the better identification of motion and shape parameters of a plane dynamics, we apply the laser range finder data with vision using both a single laser range finder and a single CCD camera mounted on a mobile robot platform. The laser range finder makes a line on the moving plane along a horizontal laser plane. Namely, the laser range finder observes a cross section of the plane as a line. We use this time-varying line information for motion and shape parameter identification problems and show that when we use the laser range finder data with vision as the observation data the dimension of the parameter ambiguity in the only vision case can be reduced
Keywords :
CCD image sensors; computer vision; laser ranging; motion estimation; parameter estimation; CCD camera; horizontal laser plane; laser range finder; machine vision; mobile robot platform; motion parameters identification; observation data; parameter ambiguity dimension reduction; perspective dynamical systems; plane dynamics; shape parameters identification; timevarying line information; Cameras; Charge coupled devices; Charge-coupled image sensors; Laser theory; Machine vision; Mobile robots; Orbits; Parameter estimation; Robot vision systems; Shape;
Conference_Titel :
American Control Conference, 2001. Proceedings of the 2001
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-6495-3
DOI :
10.1109/ACC.2001.945709