Browse > Article

Embedded Fingerprint Verification Algorithm Using Various Local Information  

Park Tea geun (가톨릭대학교 정보통신전자공학부)
Jung Sun kyung (넥서스칩스)
Abstract
In this paper, we propose a fingerprint verification algorithm for the embedded system based on the minutia extracted using the image quality, the minutia structure, and the Sequency and the orientation of ridges. After the pre- and the post-processing, the true minutia are selected, thus it shows high reliability in the fingerprint verification. In matching process, we consider the errors caused by shift, rotation, and pressure when acquiring the fingerprint image and reduce the matching time by applying a local matching instead of a full matching to select the reference pair. The proposed algorithm has been designed and verified in Arm920T environment and various techniques for the realtime process have been applied. Time taken from the fingerprint registration through out the matching is 0.541 second that is relevant for the realtime applications. The FRR (False Reject Rate) and FAR (False Accept Rate) show 0.079 and 0.00005 respectively.
Keywords
biometrics; fingerprint verification; embedded systems;
Citations & Related Records
연도 인용수 순위
  • Reference
1 D. Maio and D. Maltoni, 'Direct gray-scale minutiae detection in fingerprints,' IEEE Trans. Pattern Analysis and Machine Intelligence, vol.19, no.1, pp.27-40, 1997   DOI   ScienceOn
2 A. Jain, S. Prabhakar, L. Hong, and S. Pankanti, 'Filterbank-based fmgerprint matching,' IEEE Trans. Image Processing, vol.9, no.5, pp.846-859, 2000   DOI   ScienceOn
3 C. Lee and S. Wang, 'Fingerprint feature extraction using gabor filters,' Electronics Letters, vol.35, no.4, pp.288-290, 1999   DOI   ScienceOn
4 A. Jain, L. Hong, and R. Bolle, 'On-Line Fingerprint Verification,' IEEE Trans. On Pattern Analysis and Machine Intelligence, vol. 19, no. 4, pp.302-313, 1997   DOI   ScienceOn
5 김현, 김학일, 'RSTI 불변 지문 인식 알고리즘,' 전자공학회 논문지, 35권, S편, 6호, pp. 838-850, 1998
6 N. Ratha, K. Karu, S. Chen, and A. Jain, 'A real-time matching system for large fingerprint databases,' IEEE Trans. Pattern Analysis and Machine Intelligence, vol.18, no.8, pp.799-813, 1996   DOI   ScienceOn
7 M. Alam and M. Akhteruzzaman, 'Real time fmgerprint identification,' Proc. of the IEEE NAECON 2000, pp.434-440, 2000
8 A. Jain and L. Hong, 'An identity-authentication system using fingerprints,' Proceedings of the IEEE, vol.85, no.9, pp.1365-1388, 1997   DOI   ScienceOn
9 D. Maio and D. Maltoni, 'Direct gray-scale minutiae detection in fingerprints,' IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 1, pp.27-40, 1997   DOI   ScienceOn
10 X. Luo, J. Tian, and Y. Wu, 'A Minutiae Matching Algorithm in Fingerprint Verification,' 15th International Conference on IEEE Pattern Recognition, vol. 4, pp.833-836, 2000   DOI