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
Link To Document