DocumentCode
2750835
Title
A Novel and Fast Iris Location Algorithm Based on the Structure of Human Eyes
Author
Yuan, Weiqi ; Lin, Zhonghua ; Xu, Lu
Author_Institution
Comput. Vision Group, Shenyang Univ. of Technol.
Volume
2
fYear
0
fDate
0-0 0
Firstpage
10388
Lastpage
10392
Abstract
In this paper we analyze eye images that we have based on the structure characteristics of eyes, we put forward a novel iris location algorithm. Firstly, get a point in the pupil by gray summing operator and find three inner boundary points that are not on the same line by the direction edge detection template designed by ourselves and locate the iris inner circle rapidly. Finally, find four outer boundary points that are not on the same line by the direction edge detection template designed by ourselves and locate the outer iris circle. 756 iris images comprising an iris image database were located, our algorithm only costs 1.59 minutes, average time of location reaches 0.126 sec at speed and 99.60% at accuracy. This algorithm is much faster than any other classical method such as Hough transform and the circle detection operator at speed. What is more, it ensures the robustness and the accuracy of location
Keywords
edge detection; eye; object detection; direction edge detection; eye image analysis; gray summing operator; human eye structure; iris location algorithm; Algorithm design and analysis; Biometrics; Computer vision; Error analysis; Eyes; Humans; Image analysis; Image edge detection; Iris recognition; Robustness; Direction Edge Detection Template; Gray Summing Operator; Iris Location;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location
Dalian
Print_ISBN
1-4244-0332-4
Type
conf
DOI
10.1109/WCICA.2006.1714038
Filename
1714038
Link To Document