Title :
Real-time tracking and estimation of plane pose
Author :
Buenaposada, José Miguel ; Baumela, Luis
Author_Institution :
Departamento de Inteligencia Artificial, Univ. Politecnica de Madrid, Spain
Abstract :
In this paper we present a method to estimate in real-time the position and orientation of a previously viewed planar patch. The algorithm is based on minimising the sum of squared differences between a previously stored image of the patch and the current image of it. First a linear model for projectively tracking a planar patch is introduced, then a method to compute the 3D position and orientation of the patch in 3D space is presented. In the experiments conducted we show that this method is adequate for tracking not only planar objects, but also non planar objects with limited out-of-plane rotations, as is the case of face tracking.
Keywords :
face recognition; image motion analysis; image sequences; least squares approximations; minimisation; tracking; 3D orientation; 3D position; face tracking; limited out-of-plane rotations; linear model; planar objects; planar patch tracking; plane pose; previously viewed planar patch; projective tracking; real-time estimation; real-time tracking; sequence tracking; squared difference sum minimisation; target motion; Augmented reality; Face detection; Image generation; Image resolution; Navigation; Optical computing; Optical sensors; Pixel; Robot vision systems; Tracking;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048397