Effects of Time-Lapse and Contact Lenses on Iris Recognition
From its conception, iris biometrics has operated with the assumption that the iris texture is highly stable over an individual's lifetime and the claim has been made (and widely accepted) that enrollment is 'once for a lifetime.' Using four years time-lapse data for 46 'iris-subjects?,' we present results from three different iris recognition systems that indicate that the iris biometrics template does 'age'
Another element of iris biometrics folklore is that performance is not affected by sub jects wearing contact lenses during acquisitions. Our study on 124 non contact lens wearing sub jects and 88 contact lens sub jects yields results opposing this claim.
We present results debunking both of these common myths in iris recognition and show a real effect of time-lapse and contact lenses on iris biometric performance.
History
Date Modified
2017-06-02Research Director(s)
Dr. Patrick FlynnCommittee Members
Dr. Gregory Madey Dr. Nitesh ChawlaDegree
- Master of Science in Computer Science and Engineering
Degree Level
- Master's Thesis
Language
- English
Alternate Identifier
etd-12012009-222648Publisher
University of Notre DameAdditional Groups
- Computer Science and Engineering
Program Name
- Computer Science and Engineering