DANSK DS/ISO/IEC 5152 PDF

This document provides statistical methodologies to estimate false match rates (FMRs) from small biometric sample sets. This document intends to: –     lay out a methodology for biometric performance estimation based on extrapolation using extreme value statistical models; –     provide statistical methodologies to estimate FMRs of biometric verification systems; –     be applicable to systems that include algorithms that produce likelihood dissimilarity or similarity scores; NOTE            Throughout the document, if not otherwise specified, scores refer to similarity scores. –     specify the methodology for data recording and result reporting; –     introduce metrics for the estimated biometric performance. The following are not within the scope of this document. –     Estimation of false positive identification rates for one-to-many implementations. –     Estimation of false accept rates for verification transactions.