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Date of Award
2012
Document Type
Thesis - Pacific Access Restricted
Degree Name
Master of Science (M.S.)
Department
Engineering Science
First Advisor
Ken Hughes
First Committee Member
Louise Stark
Second Committee Member
Kevin W. Bowyer
Third Committee Member
Anahita Zarei
Abstract
The rapid advance of information technology has allowed for a rise in the use of biometric markers to automatically track the identity of individuals. Iris biometrics has emerged as one of the most reliable and accurate systems when dealing with cooperating subjects, however, challenges arise when attempting to minimize the amount of intrusion when examining subjects. Allowing for more flexibility in data capture settings will introduce differences in the iris texture due to changes in ambient light, which may negatively impact recognition results. This research examines the feasibility of using 3D software to synthetically dilate the pupils of existing iris images to more closely match the size of a target image. Methods are developed first to evaluate the compatibility of synthetic images with iris identification software, and then to examine what specific areas of the iris texture differ between synthetic and real images. Results show synthetic images are found to be compatible with the recognition process and have the potential to improve performance.
Pages
88
Recommended Citation
Hasegawa, Robert Shigehisa. (2012). Using synthetic images to improve iris biometric performance. University of the Pacific, Thesis - Pacific Access Restricted. https://scholarlycommons.pacific.edu/uop_etds/827
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