Title :
The pupil location based on the Laplace operator and region-growing
Author :
Lin, Zhonghua ; Lu, Bibo
Author_Institution :
Sch. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo, China
Abstract :
In this paper we present a pupil location method based on the Laplace operator and region-growing. Firstly, it finds a point in the pupil by gray summing operator for ensuring the beginning point of region-growing in the pupil, then it adopts Laplace operator to sharpen the image and reduce the interference of eyelash and eyelid for region-growing. Thirdly it ensures the pupil area by region-growing method and gets binary image. Finally in the binary image it uses Hough transform in certain area to fit the pupil edge. 756 eye images comprising an eye image database are located, our algorithm reaches 100% at accuracy. What is more, it ensures the robustness of location.
Keywords :
Hough transforms; iris recognition; visual databases; Hough transform; Laplace operator; binary image; eye image database; gray summing operator; pupil location method; region-growing method; Accuracy; Image edge detection; Iris; Iris recognition; Laplace equations; Transforms; Hough transform; gray summing operator; laplace operator; pupil location; region-growing;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6001791