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  • P306 - BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group
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Improved Liveness Detection in Dorsal Hand Vein Videos using Photoplethysmography

Author:
Schuiki, Johannes [DBLP] ;
Uhl, Andreas [DBLP]
Abstract
In this study, a previously published infrared finger vein liveness detection scheme is tested for its applicability on dorsal hand vein videos. A custom database consisting of five different types of presentation attacks recorded with transillumination as well as reflected light illumination is examined. Additionally, two different methods for liveness detection are presented in this work. All methods described employ the concept of generating a signal through the change in average pixel illumination, which is referred to as Photoplethysmography. Feature vectors in order to classify a given video sequence are generated using spectral analysis of the time series. Experimental results show the effectiveness of the proposed methods.
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Schuiki, J. & Uhl, A., (2020). Improved Liveness Detection in Dorsal Hand Vein Videos using Photoplethysmography. In: Brömme, A., Busch, C., Dantcheva, A., Raja, K., Rathgeb, C. & Uhl, A. (Hrsg.), BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group. Bonn: Gesellschaft für Informatik e.V.. (S. 57-65).
@inproceedings{mci/Schuiki2020,
author = {Schuiki, Johannes AND Uhl, Andreas},
title = {Improved Liveness Detection in Dorsal Hand Vein Videos using Photoplethysmography},
booktitle = {BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group},
year = {2020},
editor = {Brömme, Arslan AND Busch, Christoph AND Dantcheva, Antitza AND Raja, Kiran AND Rathgeb, Christian AND Uhl, Andreas} ,
pages = { 57-65 },
publisher = {Gesellschaft für Informatik e.V.},
address = {Bonn}
}
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More Info

ISBN: 978-3-88579-700-5
ISSN: 1617-5468
xmlui.MetaDataDisplay.field.date: 2020
Language: en (en)
Content Type: Text/Conference Paper

Keywords

  • near infrared
  • liveness detection
  • presentation attack detection
  • photoplethysmography
  • dorsal hand vein
  • video sequence
Collections
  • P306 - BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group [33]

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Diese Digital Library basiert auf DSpace.

 

 


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Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.