Title :
Experimental evidence of a template aging effect in iris biometrics
Author :
Fenker, S.P. ; Bowyer, K.W.
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of Notre Dame, Notre Dame, IN, USA
Abstract :
It has been widely accepted that iris biometric systems are not subject to a template aging effect. Baker et al. [1] recently presented the first published evidence of a template aging effect, using images acquired from 2004 through 2008 with an LG 2200 iris imaging system, representing a total of 13 subjects (26 irises). We report on a template aging study involving two different iris recognition algorithms, a larger number of subjects (43), a more modern imaging system (LG 4000), and over a shorter time-lapse (2 years). We also investigate the degree to which the template aging effect may be related to pupil dilation and/or contact lenses. We find evidence of a template aging effect, resulting in an increase in match hamming distance and false reject rate.
Keywords :
iris recognition; LG 2200; contact lenses; false rejection rate; iris biometric systems; iris imaging system; iris recognition algorithms; match hamming distance; pupil dilation; template aging effect; time 2 year; Aging; Hamming distance; High definition video; Iris recognition; Lenses; Software;
Conference_Titel :
Applications of Computer Vision (WACV), 2011 IEEE Workshop on
Conference_Location :
Kona, HI
Print_ISBN :
978-1-4244-9496-5
DOI :
10.1109/WACV.2011.5711508