Generating and analyzing synthetic finger vein images
| dc.contributor.author | Hillerström, Fieke | |
| dc.contributor.author | Kumar, Ajay | |
| dc.contributor.author | Veldhuis, Raymond N. J. | |
| dc.contributor.editor | Brömme, Arslan | |
| dc.contributor.editor | Busch, Christoph | |
| dc.date.accessioned | 2017-07-26T10:54:16Z | |
| dc.date.available | 2017-07-26T10:54:16Z | |
| dc.date.issued | 2014 | |
| dc.description.abstract | The finger-vein biometric offers a higher degree of security, personal privacy and strong anti-spoofing capabilities than most other biometric modalities employed today. Emerging privacy concerns with the database acquisition and lack of availability of large scale finger-vein databases have posed challenges in exploring this technology for large scale applications. This paper details the first attempt to synthesize finger-vein images and presents analysis of synthesized images for the biometrics authentication. We generate a database of 50,000 fingervein images, corresponding to 5000 different subjects, with 10 different synthesized finger-vein images from each of the subject. We use tractable probability models to compare synthesized finger-vein images with the real fingervein images for their image variability. This paper also presents matching accuracy using the synthesized finger-vein database from 5000 different subjects, using 225,000 genuine and 1249,750,000 impostor matching scores, which suggests significant promises from finger-vein biometric modality for the large scale biometrics applications. | en |
| dc.identifier.isbn | 978-3-88579-624-4 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e.V. | |
| dc.relation.ispartof | BIOSIG 2014 | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-230 | |
| dc.title | Generating and analyzing synthetic finger vein images | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 132 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 121 | |
| gi.conference.date | 10.-12. September 2014 | |
| gi.conference.location | Darmstadt |
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