Title :
Iris individuality: a partial iris model
Author :
Bolle, Ruud M. ; Pankanti, Sharath ; Connell, Jonathan H. ; Ratha, Nalini K.
Author_Institution :
IBM Thomas J. Watson Res. Center, Yorktown Heights, NJ, USA
Abstract :
Biometrics-based personal authentication systems are becoming popular with increased demand on security. A biometrics is expected to have significant amount of discriminatory information in representing uniqueness of a person. This discriminatory information about the biometric is loosely defined as the individuality. Even though some individuality studies have been carried out for fingerprints, face and handwriting, formal analysis of iris individuality has not been carried out. We propose a partial model for iris individuality and show its usefulness in predicting the empirical performance results.
Keywords :
biometrics (access control); eye; image recognition; biometric discriminatory information; iris individuality; partial iris model; personal authentication system; Authentication; Biometrics; Costs; Error analysis; Estimation theory; Fingerprint recognition; Fingers; Information security; Iris; Predictive models;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334411