• DocumentCode
    2489892
  • 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
  • fYear
    2011
  • fDate
    5-7 Jan. 2011
  • Firstpage
    232
  • Lastpage
    239
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications of Computer Vision (WACV), 2011 IEEE Workshop on
  • Conference_Location
    Kona, HI
  • ISSN
    1550-5790
  • Print_ISBN
    978-1-4244-9496-5
  • Type

    conf

  • DOI
    10.1109/WACV.2011.5711508
  • Filename
    5711508