Generation of Skin Diseases into Synthetic Fingerprints
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU122423" target="_blank" >RIV/00216305:26230/16:PU122423 - isvavai.cz</a>
Result on the web
<a href="http://www.cscjournals.org/library/manuscriptinfo.php?mc=IJIP-1097" target="_blank" >http://www.cscjournals.org/library/manuscriptinfo.php?mc=IJIP-1097</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Generation of Skin Diseases into Synthetic Fingerprints
Original language description
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.
Czech name
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Czech description
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Classification
Type
J<sub>ost</sub> - Miscellaneous article in a specialist periodical
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Image Processing
ISSN
1985-2304
e-ISSN
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Volume of the periodical
10
Issue of the periodical within the volume
5
Country of publishing house
MY - MALAYSIA
Number of pages
20
Pages from-to
229-248
UT code for WoS article
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EID of the result in the Scopus database
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