Detail publikace

Generation of Skin Diseases into Synthetic Fingerprints

BÁRTA, M. DRAHANSKÝ, M.

Originální název

Generation of Skin Diseases into Synthetic Fingerprints

Typ

článek v časopise - ostatní, Jost

Jazyk

angličtina

Originální abstrakt

People suffering from skin diseases on their fingers have often problems with fingerprint biometric recognition. Therefore, it is necessary to train the recognition algorithms using databases of fingerprints acquired from such affected patients. However, such databases are hard to obtain. Therefore, we propose an algorithm of synthetic fingerprints modification, so that they appear as fingerprints affected by selected skin diseases. Two most common diseases have been chosen - warts and atopic dermatitis. The proposed solution has been tested using NEUROtechnology VeriFinger and NIST NFIQ 2. The experimental results confirmed that the proposed solution modifies synthetic fingerprints in such a way that the recognition score of VeriFinger drops significantly and several NFIQ 2 quality features report a decrease in quality of the fingerprints.

Klíčová slova

synthetic fingerprint, SFinGe, skin disease, wart, atopic dermatitis

Autoři

BÁRTA, M.; DRAHANSKÝ, M.

Vydáno

3. 12. 2016

ISSN

1985-2304

Periodikum

International Journal of Image Processing

Ročník

10

Číslo

5

Stát

Malajsie

Strany od

229

Strany do

248

Strany počet

20

URL

http://www.cscjournals.org/library/manuscriptinfo.php?mc=IJIP-1097

BibTex

@article{BUT132597,
  author="Milan {Bárta} and Martin {Drahanský}",
  title="Generation of Skin Diseases into Synthetic Fingerprints",
  journal="International Journal of Image Processing",
  year="2016",
  volume="10",
  number="5",
  pages="229--248",
  issn="1985-2304",
  url="http://www.cscjournals.org/library/manuscriptinfo.php?mc=IJIP-1097"
}