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Detail publikace
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" }