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PD ISO/IEC TR 22116:2021 Information technology. A study of the differential impact of demographic factors in biometric recognition system performance >
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PD ISO/IEC TR 22116:2021 Information technology. A study of the differential impact of demographic factors in biometric recognition system performance, 2021
- undefined
- Foreword
- Introduction
- 1 Scope
- 2 Normative references
- 3 Terms, definitions, symbols and abbreviated terms
- 4 Understanding demographic factors in biometric systems
- 4.1 Introduction
- 4.2 Biometric system components
- 4.3 The influence of demographics on biometric recognition
- 4.3.1 The influence of sex and gender
- 4.3.2 The influence of age and ageing
- 4.3.3 The influence of race and ethnicity
- 4.4 Measurement and analysis
- 5 Impact of demographic factors on facial recognition systems
- 5.1 Existing literature on demographic factors impacting facial recognition systems
- 5.1.1 General notes
- 5.1.2 Factors that influence algorithm performance in the Face Recognition Grand Challenge
- 5.1.3 Face recognition performance: Role of demographic information
- 5.1.4 Issues related to face recognition accuracy varying based on race and skin tone
- 5.1.5 Report on the FG 2015 Video Person Recognition Evaluation
- 5.1.6 Demographic effects on estimates of automatic face recognition performance
- 5.1.7 US National Institute of Standards and Technology (NIST) FRVT test
- 5.1.8 Demographic effects in facial recognition and their dependence on image acquisition: An evaluation of eleven commercial systems
- 5.1.9 The effect of broad and specific demographic homogeneity on the imposter distributions and false match rates in face recognition algorithm performance
- 5.2 Summary of demographic impact on facial recognition systems
- 5.3 Recommendations for facial recognition systems
- 6 Impact of demographic factors on fingerprint systems
- 6.1 Existing literature on demographic factors impacting fingerprint systems
- 6.1.1 General notes
- 6.1.2 IDENT/IAFIS image quality study
- 6.1.3 Impact of gender on fingerprint recognition systems
- 6.1.4 Impact of gender on image quality, Henry classification and performance on a fingerprint recognition system
- 6.1.5 Impact of age and ageing on sample quality and performance in fingerprint recognition systems
- 6.2 Summary of demographic impact on fingerprint systems
- 6.3 Recommendations for fingerprint systems
- 7 Impact of demographic factors on iris recognition systems
- 7.1 Existing literature on demographic factors impacting iris recognition systems
- 7.1.1 General notes
- 7.1.2 The Canadian NEXUS system
- 7.1.3 Impact of demographics in NIST IREX IX
- 7.2 Summary of demographic impact on iris recognition systems
- 7.3 Recommendations for iris recognition systems
- 8 Summary of the differential impact of demographic factors in biometric recognition system performance
- Bibliography [Go to Page]