60.60 Standard published Jul 11, 2024
ISO/IEC
ISO/IEC JTC 1/SC 37 Biometrics
International Standard
35.240.15 Identification cards. Chip cards. Biometrics
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.
PUBLISHED
ISO/IEC 5152:2024
60.60
Standard published
Jul 11, 2024