The Research and Design of an Efficient Verification System Based on Biometrics

With the idea of using human characteristics in accessing system resources, biometric becomes one of the ways. And fingerprint becomes one choice to secure systems, because it is unique and widely acceptable. In this paper, we define an efficient verification system based on biometrics, which is hoped to access real system resources without physical key. We especially research the fast and reliable minutiae matching algorithm to improve the performance efficiency. As we know, the quality of the input fingerprint images has an effect on the performance of a minutiae extraction algorithm. So we study an improved fingerprint enhancement algorithm capable of finding the correspondences between minutiae stored in template and the input image without an exhaustive search. And this algorithm can improve the clarity of valley and ridge structure. The results of experiment show that the method can improve the matching efficiency.

[1]  Zsolt Miklós Kovács-Vajna,et al.  A Fingerprint Verification System Based on Triangular Matching and Dynamic Time Warping , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  Anil K. Jain Biometric recognition: how do I know who you are? , 2004, Proceedings of the IEEE 12th Signal Processing and Communications Applications Conference, 2004..

[3]  M. Mimura,et al.  Fingerprint verification system on smart card , 2002, 2002 Digest of Technical Papers. International Conference on Consumer Electronics (IEEE Cat. No.02CH37300).

[4]  R. Sanchez-Reillo,et al.  Fingerprint verification using smart cards for access control systems , 2001, Proceedings IEEE 35th Annual 2001 International Carnahan Conference on Security Technology (Cat. No.01CH37186).

[5]  Michael K. Reiter,et al.  Towards practical biometric key generation with randomized biometric templates , 2008, CCS.

[6]  M. Arantes,et al.  A system for fingerprint minutiae classification and recognition , 2002, Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02..

[7]  Carmen Sanchez-Avila,et al.  Fingerprint verification using smart cards for access control systems , 2002 .

[8]  Ching-Tang Hsieh,et al.  An effective algorithm for fingerprint image enhancement based on wavelet transform , 2003, Pattern Recognit..

[9]  Chun-Ta Li,et al.  An efficient biometrics-based remote user authentication scheme using smart cards , 2010, J. Netw. Comput. Appl..

[10]  Carlisle M. Adams,et al.  Achieving non-transferability in credential systems using hidden biometrics , 2011, Secur. Commun. Networks.