publication . Conference object . 2014

Generating and analyzing synthetic finger vein images

Hillerström, Fieke; Kumar, Ajay; Veldhuis, Raymond N.J.;
Open Access
  • Published: 10 Sep 2014
  • Publisher: Gesellschaft für Informatik
  • Country: Netherlands
Abstract
Abstract: The finger-vein biometric offers 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 database have posed challenges in exploring this technology for large scale applications. This paper details the first such attempt to synthesize finger-vein images and presents analysis of synthesized images for the biometrics authentication. We generate a database of 50,000 finger vein images, corresponding to 5000 different subjects, with 10 different synthesized finger-vein ima...
Subjects
Medical Subject Headings: cardiovascular systembody regions
ACM Computing Classification System: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONComputingMethodologies_SIMULATIONANDMODELING
free text keywords: EWI-25067, SCS-Safety, synthetic vein patterns, METIS-306026, Biometrics, Finger vein recognition, IR-91810
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Conference object . 2014
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