Comparative Study of Multimodal Biometric Recognition by Fusion of Iris and Fingerprint

Table 10

Performance comparison with related systems.

Author and reference	Level of fusion	Database	Extractor	Matcher	Results
Kankrale and Sapkal 2012 [9]	Feature extraction	500 images of 50 subjects (from CASIA-fingerprint V5 and CASIA-iris V1)	Minutia based extractor + Daugman’s iris extractor	AND rule	FAR = 0%,; FRR = 5.12%; Match time = 3.56 s
Gawande et al. 2012 [20]	Feature extraction	500 images of 50 subjects	1D log Gabor filter for both modalities	HD (hamming distance)	FAR = 0%,; FRR = 4.3%; Match time = 0.14 s
Abdolahi et al. 2013 [7]	Decision	Not given	Modified minutia based extractor + iris extractor not given	Fuzzy rules + weighted code	FAR = FRR = 2%; Match time not given.
Our proposed fuzzy logic based matching scheme	Decision	500 images of 50 subject (from FVC 2004 and CASIA-Iris V2)	Minutia based extractor + Daugman’s iris extractor	Fuzzy if-then rules	FAR = 0%; FRR = 0.05%; Match time = 0.1754 s