Fingerprint generation method based on Gabor filter

In recent years, the application of fingerprint recognition technology has been covered many areas. Significant efforts are continuously being made in designing more efficient and more accurate fingerprint recognition algorithms both in academic and industrial environments. However, the fingerprint...

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Bibliographic Details
Published in2010 International Conference on Computer Application and System Modeling (ICCASM 2010) Vol. 8; pp. V8-115 - V8-119
Main Authors JunTao Xue, ShaoFang Xing, Yini Guo, ZhengGuang Liu
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2010
Subjects
fingerprint generation
Gabor
SFINGE
Variable speed drives
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Summary:In recent years, the application of fingerprint recognition technology has been covered many areas. Significant efforts are continuously being made in designing more efficient and more accurate fingerprint recognition algorithms both in academic and industrial environments. However, the fingerprint databases for the experiment are very limited. This paper describes a method for generating synthetic fingerprints database on the basis of Gabor filter. In addition, this method can generate fingerprints that meet specific requirements which are based on gender, race and other characteristics. Besides, the ratio of fingerprint database on different types can be adjusted according to statistical dates, which will make the database structure more reasonable.
ISBN:9781424472352
1424472350
ISSN:2161-9069
DOI:10.1109/ICCASM.2010.5619127