Title :
A novel mapping for fingerprint image enhancement
Author :
Baghelani, Masoud ; Eshkaftaki, Jafar Karami ; Ebrahimi, Afshin
Author_Institution :
Sahand Univ. of Technol., Tabriz, Iran
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;
Conference_Titel :
Machine Vision and Image Processing (MVIP), 2010 6th Iranian
Conference_Location :
Isfahan
Print_ISBN :
978-1-4244-9706-5
DOI :
10.1109/IranianMVIP.2010.5941164