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.
SDO | ISO: International Organization for Standardization |
Document Number | ISO/IEC 5152 |
Publication Date | Not Available |
Language | en - English |
Page Count | |
Revision Level | |
Supercedes | |
Committee | ISO/IEC JTC 1/SC 37 |