• DocumentCode
    2084141
  • Title

    Iris recognition under alcohol influence: A preliminary study

  • Author

    Arora, Sunpreet S. ; Vatsa, Mayank ; Singh, Richa ; Jain, Anil

  • Author_Institution
    IIIT Delhi, New Delhi, India
  • fYear
    2012
  • fDate
    March 29 2012-April 1 2012
  • Firstpage
    336
  • Lastpage
    341
  • Abstract
    Iris recognition has been used mainly to recognize cooperative subjects in controlled environments. With the continuing improvements in iris matching performance and reduction in the cost of iris scanners, the technology will witness broader applications and may be confronted with newer challenges. In this research, we have investigated one such challenge, namely matching iris images captured before and after alcohol consumption. Due to alcohol consumption, the pupil dilates/constricts which causes deformation in iris pattern, possibly affecting iris recognition performance. The experiments performed on the “IIITD Iris Under Alcohol Influence” database show that in matching pre and post alcohol consumption images, the overlap between genuine and impostor match score distributions increases by approximately 20%. These results on a relatively small database suggest that about one in five subjects under alcohol influence may be able to evade identification by iris recognition.
  • Keywords
    image matching; iris recognition; visual databases; alcohol consumption; alcohol influence; cooperative subject recognition; iris matching performance; iris matching reduction; iris recognition; iris scanners; preliminary study; small database; Algorithm design and analysis; Databases; Image segmentation; Iris; Iris recognition; Lighting; Probes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biometrics (ICB), 2012 5th IAPR International Conference on
  • Conference_Location
    New Delhi
  • Print_ISBN
    978-1-4673-0396-5
  • Electronic_ISBN
    978-1-4673-0397-2
  • Type

    conf

  • DOI
    10.1109/ICB.2012.6199829
  • Filename
    6199829