Title :
IRIS template protection using a digital modulation paradigm
Author :
Maiorana, Emanuele ; Campisi, Patrizio ; Neri, A.
Author_Institution :
Dept. of Eng., Univ. Roma Tre, Rome, Italy
Abstract :
Template protection is an issue of paramount importance in the design of biometric recognition systems. In this paper we present a biometric cryptosystem applied to iris biometrics, where template security is guaranteed by means of a framework inspired by the digital modulation paradigm. Specifically, the properties of modulation constellations and turbo codes with soft-decoding are exploited to design a system with high performance in terms of both verification rates and security, even while dealing with a biometrics characterized by a high intra-class variability such as the iris. The effectiveness of the proposed approach is evaluated by performing tests on the Interval subset of the CASIA-IrisV4 database.
Keywords :
cryptography; image coding; iris recognition; modulation; turbo codes; CASIA-IrisV4 database; IRIS template protection; biometric cryptosystem; biometric recognition systems; digital modulation paradigm; intraclass variability; iris recognition; modulation constellations; template security; turbo codes; verification rates; Cryptography; Databases; Decoding; Digital modulation; Iris recognition; Turbo codes; biometric template protection; digital modulation; iris recognition; turbo codes;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854304