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ISO/IEC 5152-ed.1.0

Information technology - Biometric performance estimation methodologies using statistical models

NORM herausgegeben am 11.7.2024

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Informationen über die Norm:

Bezeichnung normen: ISO/IEC 5152-ed.1.0
Ausgabedatum normen: 11.7.2024
Zahl der Seiten: 25
Gewicht ca.: 75 g (0.17 Pfund)
Land: Internationale technische Norm
Kategorie: Technische Normen ISO

Die Annotation des Normtextes ISO/IEC 5152-ed.1.0 :

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.