Detail výsledku

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.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Kanich Ondřej, Ing., Ph.D., UITS (FIT)
Košťák David, Bc.
Drahanský Martin, prof. Ing., Ph.D., UITS (FIT)
Abstrakt

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).

Klíčová slova

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

Rok
2019
Strany
205–212
Sborník
Proceedings 18th International Conference of the Biometrics Special Interest Group
Řada
Lecture Notes in Informatics
Konference
18th International Conference of the Biometrics Special Interest Group
ISBN
978-3-88579-690-9
Vydavatel
GI - Group for computer science
Místo
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/"
}
Soubory
Projekty
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, zahájení: 2016-01-01, ukončení: 2020-12-31, ukončen
Spolehlivost a bezpečnost v IT, VUT, Vnitřní projekty VUT, FIT-S-14-2486, zahájení: 2014-01-01, ukončení: 2016-12-31, ukončen
Výzkumné skupiny
Security Technology Research and Development (VZ STRaDe)
Pracoviště
Ústav inteligentních systémů (UITS)
Nahoru