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Homepage>IEC Standards>ISO/IEC 5152:2024 - Information technology - Biometric performance estimation methodologies using statistical models
download between 0-24 hoursReleased: 2024-07-11
ISO/IEC 5152:2024 - Information technology - Biometric performance estimation methodologies using statistical models

ISO/IEC 5152:2024

Information technology - Biometric performance estimation methodologies using statistical models

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Standard number:ISO/IEC 5152:2024
Released:2024-07-11
Edition:1
ICS:35.240.15
Pages (English):25
DESCRIPTION

ISO/IEC 5152:2024

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.