Research Article

Multimodal Personal Verification Using Likelihood Ratio for the Match Score Fusion

Table 2

Performance achieved.

DatabaseMean GAR at 0.01% FAR
Single matcherLR-GMM
The same traitsDifference traits

Multimodal99.4%99.4%
IIT-DelhiHand shape99.32%
FVC2004-DB4Fingerprint96.7%97.8%99.1% (fingerprint-palm print)
PolyUPalm print95.8%96.3%98.9% (fingerprint-face)
ORLFace91.8%93.2%97.3% (palm print-face)