Information technology - Biometric performance estimation methodologies using statistical models
NORMA vydána dne 11.7.2024
Označení normy: ISO/IEC 5152-ed.1.0
Datum vydání normy: 11.7.2024
Počet stran: 25
Přibližná hmotnost: 75 g (0.17 liber)
Země: Mezinárodní technická norma
Kategorie: Technické normy ISO
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.