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Investigating the impact of demographic factors on contactless fingerprint interoperability

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dc.contributor.authorAeddon Berti, Nasser Nasrabadi and Jeremy Dawson
dc.contributor.editorBrömme, Arslan
dc.contributor.editorDamer, Naser
dc.contributor.editorGomez-Barrero, Marta
dc.contributor.editorRaja, Kiran
dc.contributor.editorRathgeb, Christian
dc.contributor.editorSequeira Ana F.
dc.contributor.editorTodisco, Massimiliano
dc.contributor.editorUhl, Andreas
dc.date.accessioned2022-10-27T10:19:29Z
dc.date.available2022-10-27T10:19:29Z
dc.date.issued2022
dc.description.abstractContactless fingerprints have continued to grow interoperability as a faster and more convenient replacement for contact fingerprints, and with covid-19 now starting to be a past event the need for hygienic alternatives has only grown after the sudden focus during the pandemic. Though, past works have shown issues with the interoperability of contactless prints from both kiosk devices and phone fingerprint collection apps. The focus of the paper is the evaluation of match performance between contact and contactless fingerprints, and the evaluation of match score bias based on skin demographics. AUC results indicate contactless match performance is as good as contact fingerprints, while phone contactless fingerprints fall short. Additionally, bias found for melanin showed specific ranges effected in both low melanin values and high melanin values.en
dc.identifier.doi10.1109/BIOSIG55365.2022.9897061
dc.identifier.isbn978-3-88579-723-4
dc.identifier.pissn1617-5491
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/39701
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofBIOSIG 2022
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-329
dc.subjectFingerprint
dc.subjectContact
dc.subjectContactless
dc.subjectInteroperability
dc.subjectMelanin
dc.subjectEthnicity
dc.subjectDemographic
dc.titleInvestigating the impact of demographic factors on contactless fingerprint interoperabilityen
dc.typeText/Conference Paper
gi.citation.endPage244
gi.citation.publisherPlaceBonn
gi.citation.startPage237
gi.conference.date14.-16. September 2022
gi.conference.locationDarmstadt
gi.conference.sessiontitleFurther Conference Contributions

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P329 - BIOSIG 2022 - Proceedings of the 21st International Conference of the Biometrics Special Interest Group