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Publication detail
BÁRTA, M. DRAHANSKÝ, M.
Original Title
Generation of Skin Diseases into Synthetic Fingerprints
Type
journal article - other
Language
English
Original Abstract
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.
Keywords
synthetic fingerprint, SFinGe, skin disease, wart, atopic dermatitis
Authors
BÁRTA, M.; DRAHANSKÝ, M.
Released
3. 12. 2016
ISBN
1985-2304
Periodical
International Journal of Image Processing
Year of study
10
Number
5
State
Malaysia
Pages from
229
Pages to
248
Pages count
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" }