Result Details

Psoriasis Damage Simulation into Synthetic Fingerprint

KANICH, O.; KOŠŤÁK, D.; DRAHANSKÝ, M. Psoriasis Damage Simulation into Synthetic Fingerprint. In Proceedings 18th International Conference of the Biometrics Special Interest Group. Lecture Notes in Informatics. Darmstadt: GI - Group for computer science, 2019. p. 205-212. ISBN: 978-3-88579-690-9.
Type
conference paper
Language
English
Authors
Kanich Ondřej, Ing., Ph.D., DITS (FIT)
Košťák David, Bc.
Drahanský Martin, prof. Ing., Ph.D., DITS (FIT)
Abstract

The goal of this article is to describemethod for simulation of damage done by psoriasis. Designed method is based onextracting subjects from real images and then including them into syntheticimages. Images are damaged by six different settings. Each setting representsdifferent level of disease severity. Results were verified by visual comparisonwith real images, consultation with medical doctor, quality measurement methods(NFIQ, VeriFinger, Oravec), and comparison score (VeriFinger). The most severedamage achieved median score of 38% (from the reference).

Keywords

synthetic fingerprint, psoriasis, skin diseases, damage simulation, machine learning

Published
2019
Pages
205–212
Proceedings
Proceedings 18th International Conference of the Biometrics Special Interest Group
Series
Lecture Notes in Informatics
Conference
18th International Conference of the Biometrics Special Interest Group
ISBN
978-3-88579-690-9
Publisher
GI - Group for computer science
Place
Darmstadt
UT WoS
000682778500006
EID Scopus
2-s2.0-85075890795
BibTeX 
@inproceedings{BUT159962,
  author="Ondřej {Kanich} and David {Košťák} and Martin {Drahanský}",
  title="Psoriasis Damage Simulation into Synthetic Fingerprint",
  booktitle="Proceedings 18th International Conference of the Biometrics Special Interest Group",
  year="2019",
  series="Lecture Notes in Informatics",
  pages="205--212",
  publisher="GI - Group for computer science",
  address="Darmstadt",
  isbn="978-3-88579-690-9",
  url="https://www.fit.vut.cz/research/publication/11258/"
}
Files
Projects
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, start: 2016-01-01, end: 2020-12-31, completed
Spolehlivost a bezpečnost v IT, BUT, Vnitřní projekty VUT, FIT-S-14-2486, start: 2014-01-01, end: 2016-12-31, completed
Research groups
Security Technology Research and Development (RG STRaDe)
Departments
Department of Intelligent Systems (DITS)
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