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ISO/IEC TR 29198:2013

Current
Current

The latest, up-to-date edition.

Information technology Biometrics Characterization and measurement of difficulty for fingerprint databases for technology evaluation
Available format(s)

Hardcopy , PDF , PDF 3 Users , PDF 5 Users , PDF 9 Users

Language(s)

English

Published date

13-12-2013

ISO/IEC TR 29198:2013 provides guidance on estimating how "challenging" or "stressing" is an evaluation dataset for fingerprint recognition, based on relative sample quality, relative rotation, deformation, and overlap between impressions. In addition, it establishes a method for construction of datasets of different levels of difficulty. It defines the relative level of difficulty of a fingerprint dataset used in technology evaluation of fingerprint recognition algorithms. Level of difficulty is based on differences between reference and probe samples in the aforementioned factors. ISO/IEC TR 29198:2013 addresses such issues as:

  • characterizing level of difficulty attributable to differences between samples acquired from the same finger,
  • developing statistical methodologies for representing the level of difficulty of a fingerprint dataset by aggregating influencing factors,
  • comparing the level of difficulty of different fingerprint datasets,
  • defining procedures for testing and reporting the level of difficulty of fingerprint datasets collected for technology evaluation,
  • analysing mated pair data characteristics based on comparison scores,
  • describing the archived data selection methodology for building a dataset for evaluation.

It provides guidelines for comparing the relative level of difficulty of fingerprint datasets.

Outside the scope of ISO/IEC TR 29198:2013 are:

  • defining the quality of individual fingerprint images,
  • defining the methodologies or explicit measures for evaluating or predicting the performance of fingerprint recognition algorithms.

DocumentType
Standard
Pages
28
PublisherName
International Organization for Standardization
Status
Current

Standards Relationship
INCITS/ISO/IEC TR 29198 : 2015 Identical
NEN NPR ISO/IEC TR 29198 : 2014 Identical
PD ISO/IEC TR 29198:2013 Identical

ISO/IEC TR 24741:2018 Information technology Biometrics Overview and application

ISO/IEC TR 29794-4:2010 Information technology Biometric sample quality Part 4: Finger image data
ISO/IEC 19795-2:2007 Information technology — Biometric performance testing and reporting — Part 2: Testing methodologies for technology and scenario evaluation
ISO/IEC 19795-1:2006 Information technology Biometric performance testing and reporting Part 1: Principles and framework
ISO/IEC 29794-1:2016 Information technology Biometric sample quality Part 1: Framework
ISO/IEC TR 19795-3:2007 Information technology Biometric performance testing and reporting Part 3: Modality-specific testing
ISO/IEC 19795-4:2008 Information technology Biometric performance testing and reporting Part 4: Interoperability performance testing

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