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BSI 23/30421416 DC:2023 Edition

BSI 23/30421416 DC:2023 Edition

$13.70

BS ISO/IEC 5152. Information Technology. Biometric performance estimation methodologies using statistical models

Published By Publication Date Number of Pages
BSI 2023 30
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PDF Catalog

PDF Pages PDF Title
6 Foreword
7 Introduction
9 1 Scope
2 Normative references
3 Terms and definitions
3.1 Performance measures
10 3.2 Statistical terms
4 Details of estimation
4.1 Estimation of biometric performance based on extreme value theory
11 4.2 Estimation design
4.3 Generalized Extreme Value Distribution [rGEV]
13 4.4 Generalized Pareto Distribution (GP)
15 4.5 Evaluation of the fitness of the model
16 4.6 Selection of rGEV and GP
4.6.1 Differences between the two methodologies
4.6.2 Features of the two methodologies
5 Performance metrics
17 6 Record keeping
7 Reporting estimation results
7.1 Reporting one-to-one comparison performance
18 7.2 Reporting estimation results
7.3 Reporting form
20 Annex€A (normative) Extreme Value Theory
25 Annex€B (informative) Examples applied to multiple modality datasets to demonstrate the validity of the methodology
30 Bibliography

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BSI 23/30421416 DC
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