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FINGERPRINT RECOGNITION SYSTEM DESIGN

Year 2009, Volume: 9 Issue: 2, 983 - 995, 25.10.2010

Abstract

FINGERPRINT RECOGNITION SYSTEM DESIGN

FINGERPRINT RECOGNITION SYSTEM DESIGN

Year 2009, Volume: 9 Issue: 2, 983 - 995, 25.10.2010

Abstract

In this study, a minutiae-based fingerprint recognition system is implemented which includes normalization, enhancement, thinning, extraction of minutiae, elimination of false minutiae, orientation estimation, core point detection, finding reference points and matching processes. Accordingly, the effects of enhancement and elimination of false minutiae processes, methods of reference point determination and low quality fingerprint images on system performance are analyzed using two different fingerprint databases.
 
As a result, it is shown that the recognition rate is greatly improved by enhancement and elimination of false minutiae processes. Vector triangle method, used to determine the reference point, is shown to perform better than the core point or the minutia point that is determined according to the core point. Some low quality fingerprint images are observed to have negative effects on the performances of minutiae-based fingerprint recognition systems. Yet, about 90% recognition accuracy is obtained from the developed fingerprint recognition system.

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Details

Primary Language English
Journal Section Articles
Authors

Öznur Sonmez

Oguzhan Oztas

Publication Date October 25, 2010
Published in Issue Year 2009 Volume: 9 Issue: 2

Cite

APA Sonmez, Ö., & Oztas, O. (2010). FINGERPRINT RECOGNITION SYSTEM DESIGN. IU-Journal of Electrical & Electronics Engineering, 9(2), 983-995.
AMA Sonmez Ö, Oztas O. FINGERPRINT RECOGNITION SYSTEM DESIGN. IU-Journal of Electrical & Electronics Engineering. October 2010;9(2):983-995.
Chicago Sonmez, Öznur, and Oguzhan Oztas. “FINGERPRINT RECOGNITION SYSTEM DESIGN”. IU-Journal of Electrical & Electronics Engineering 9, no. 2 (October 2010): 983-95.
EndNote Sonmez Ö, Oztas O (October 1, 2010) FINGERPRINT RECOGNITION SYSTEM DESIGN. IU-Journal of Electrical & Electronics Engineering 9 2 983–995.
IEEE Ö. Sonmez and O. Oztas, “FINGERPRINT RECOGNITION SYSTEM DESIGN”, IU-Journal of Electrical & Electronics Engineering, vol. 9, no. 2, pp. 983–995, 2010.
ISNAD Sonmez, Öznur - Oztas, Oguzhan. “FINGERPRINT RECOGNITION SYSTEM DESIGN”. IU-Journal of Electrical & Electronics Engineering 9/2 (October 2010), 983-995.
JAMA Sonmez Ö, Oztas O. FINGERPRINT RECOGNITION SYSTEM DESIGN. IU-Journal of Electrical & Electronics Engineering. 2010;9:983–995.
MLA Sonmez, Öznur and Oguzhan Oztas. “FINGERPRINT RECOGNITION SYSTEM DESIGN”. IU-Journal of Electrical & Electronics Engineering, vol. 9, no. 2, 2010, pp. 983-95.
Vancouver Sonmez Ö, Oztas O. FINGERPRINT RECOGNITION SYSTEM DESIGN. IU-Journal of Electrical & Electronics Engineering. 2010;9(2):983-95.