Biometric Testing: aligning standards and practice

Florens Frans de Wit*, Luuk Spreeuwers, Chris G. Zeinstra

*Corresponding author for this work

Research output: Contribution to conferencePaper

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Abstract

The performance of Biometric recognition systems
has improved of the past ten years. For application it is
necessary to know how well they perform in specific operational
circumstances. This requires performance evaluation based on
scientific principles.
The Data Management and Biometrics (DMB) group at the
University of Twente, frequently evaluates biometric algorithms
for third parties in the public and private sector. We have
encountered mismatches between the stakeholders’ interest and
what is being prescribed in standards and guidelines that apply
to biometric performance testing, and reporting of its results.
In this paper we show how standards and practice can be
better aligned. First we explore the problem through case studies,
and suggest solutions for the issues we find. Given these results
we propose a systematic approach to analysing and reducing
misalignment. Our goal is threefold:
• increase our own awareness whether biometric performance
evaluations are in line with applicable standards; i.e., learn
and further improve our testing skills
• Investigate whether the standards reflect the diversity in
forms and objectives evaluations have
• suggesting changes to standards so they align more easily
with practice and/or developing additional guidelines to
facilitate standardised practice in specific cases
Original languageEnglish
Pages26-32
Number of pages7
Publication statusPublished - 2 Jun 2022
Event42nd WIC Symposium on Information Theory and Signal Processing in the Benelux, SITB 2022 - Université catholique de Louvain, Louvain-la Neuve, Belgium
Duration: 1 Jun 20222 Jun 2022
Conference number: 42
https://sites.google.com/view/sitb2022/home

Conference

Conference42nd WIC Symposium on Information Theory and Signal Processing in the Benelux, SITB 2022
Abbreviated titleSITB 2022
Country/TerritoryBelgium
CityLouvain-la Neuve
Period1/06/222/06/22
Internet address

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