DocumentCode
2028108
Title
A novel mapping for fingerprint image enhancement
Author
Baghelani, Masoud ; Eshkaftaki, Jafar Karami ; Ebrahimi, Afshin
Author_Institution
Sahand Univ. of Technol., Tabriz, Iran
fYear
2010
fDate
27-28 Oct. 2010
Firstpage
1
Lastpage
4
Abstract
Human fingerprints contain ridges and valleys which to gather forms distinctive patterns. These details are called minutiae, which permanent throughout whole lifetime, and then can be used as identification marks for fingerprint verification. Fingerprint image may have a poor quality that couldn´t use directly for recognition processes and then must be pre-processed first. This paper proposes a novel mapping which can be used instead of traditional pre-processing algorithms. The proposed mapping changes the overall fingerprint image configuration and mappes it to another image which is more convenience for common recognition steps. This algorithm is tested over FVC2002 fingerprint database and the results were satisfying.
Keywords
fingerprint identification; image enhancement; FVC2002 fingerprint database; fingerprint image configuration; fingerprint image enhancement; fingerprint verification; identification marks; minutiae; Databases; Degradation; Fingerprint recognition; Gabor filters; Image matching; Matched filters; Optical filters; Gabor filter; mapping; minutiae; preprocessing;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Vision and Image Processing (MVIP), 2010 6th Iranian
Conference_Location
Isfahan
Print_ISBN
978-1-4244-9706-5
Type
conf
DOI
10.1109/IranianMVIP.2010.5941164
Filename
5941164
Link To Document