A Novel Technique for Pupil Center LocalizationBased On Projective Geometry
عنوان مقاله: A Novel Technique for Pupil Center LocalizationBased On Projective Geometry
شناسه ملی مقاله: ICMVIP07_013
منتشر شده در هفتمین کنفرانس ماشین بینایی و پردازش تصویر ایران در سال 1390
شناسه ملی مقاله: ICMVIP07_013
منتشر شده در هفتمین کنفرانس ماشین بینایی و پردازش تصویر ایران در سال 1390
مشخصات نویسندگان مقاله:
Mohammad Reza Mohammadi - Electrical Engineering DepartmentAmirkabir University of TechnologyTehran, Iran
Abolghasem Raie
خلاصه مقاله:
Mohammad Reza Mohammadi - Electrical Engineering DepartmentAmirkabir University of TechnologyTehran, Iran
Abolghasem Raie
Pupil center localization is fundamental to calculateeye orientation and gaze direction in video-based systems. Inprevious techniques, either it is assumed that the pupil center issame as iris center or active illumination is utilized. In this paper,we have developed a new technique which utilizes eye geometryto localize pupil center without requiring special lighting. Themain idea in the proposed technique is to restrict search space ofthe pupil center to the minor diameter of the iris ellipse provedfrom the geometrical model of eye proposed in this paper. In theproposed technique, we fit an ellipse to iris boundary, which isvery simpler than ellipse fitting for pupil boundary in images onthe common illumination, and then estimate pupil center bysearching minor diameter of the iris ellipse. The performance ofthe method has been evaluated on both synthetic and real images.
کلمات کلیدی: Pupil center localization; Projectivegeometry; Search space; Curve fitting
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/159047/