This document introduces the effects of population demographics on biometric functions. It:<\/p>\n
establishes terms and definitions relevant to the study of demographic factors in biometric recognition system performance;<\/p>\n<\/li>\n
identifies areas where biometric systems can exhibit different performances based on different demographic factors of the individuals submitting the biometric samples;<\/p>\n<\/li>\n
explains how different demographic factors can influence the biometric characteristics captured by different biometric modalities and how these influences can affect biometric performance measures;<\/p>\n<\/li>\n
presents a case study on existing scientific material that explores the impact of demographic factors on biometric system performance. Only biometric modalities where quantitative information is available on the impact of demographic factors are considered.<\/p>\n<\/li>\n<\/ul>\n
Outside of the scope of this document are:<\/p>\n
effects of disease and injury on biometric performance; and<\/p>\n<\/li>\n
how religious and cultural norms can affect biometric operations.<\/p>\n<\/li>\n<\/ul>\n
| PDF Pages<\/th>\n | PDF Title<\/th>\n<\/tr>\n | ||||||
|---|---|---|---|---|---|---|---|
| 2<\/td>\n | undefined <\/td>\n<\/tr>\n | ||||||
| 6<\/td>\n | Foreword <\/td>\n<\/tr>\n | ||||||
| 7<\/td>\n | Introduction <\/td>\n<\/tr>\n | ||||||
| 9<\/td>\n | 1 Scope 2 Normative references 3 Terms, definitions, symbols and abbreviated terms <\/td>\n<\/tr>\n | ||||||
| 11<\/td>\n | 4 Understanding demographic factors in biometric systems 4.1 Introduction <\/td>\n<\/tr>\n | ||||||
| 12<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 13<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 14<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 15<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 19<\/td>\n | 5.1.8 Demographic effects in facial recognition and their dependence on image acquisition: An evaluation of eleven commercial systems <\/td>\n<\/tr>\n | ||||||
| 20<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 21<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 22<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 23<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 24<\/td>\n | 7.1.2 The Canadian NEXUS system <\/td>\n<\/tr>\n | ||||||
| 26<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 27<\/td>\n | 8 Summary of the differential impact of demographic factors in biometric recognition system performance <\/td>\n<\/tr>\n | ||||||
| 28<\/td>\n | Bibliography <\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":" Information technology. A study of the differential impact of demographic factors in biometric recognition system performance<\/b><\/p>\n |