Title :
Eye tracking using deformable model
Author :
Lee, I.B. ; Park, K.S.
Abstract :
Summary form only given. This paper presents a new approach for an eye tracking method considering the spherical geometry of the eye. We use a deformable model and normalized correlation to find the center of a distorted pupil image. Deformation parameters are translation, scaling, and two rotations about the horizontal and the vertical axis. The optimizing method is the Levenberg-Marquardt method. For calculation efficiency, we use a hierarchical search in normalized correlation.
Keywords :
biomechanics; biomedical optical imaging; eye; medical image processing; optimisation; physiological models; rotation; tracking; Levenberg-Marquardt method; calculation efficiency; deformable model; distorted pupil image center; eye spherical geometry; hierarchical search; horizontal axis; normalized correlation; optimizing method; rotation; scaling; translation; vertical axis; Deformable models; Geometry; Optimization methods;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1134493
