ISO/IEC 5152:2024

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Information technology - Biometric performance estimation methodologies using statistical models

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ISO/IEC 5152:2024

Information technology - Biometric performance estimation methodologies using statistical models

PUBLISH DATE 2024
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.
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