Abstract
As far as we know, although various approaches of combining multiple fingerprint matchers have been proposed in the literature, no previous attempts to combine multiple fingerprint registration algorithms have been tried. In this paper, we have presented a novel registration algorithm by cascading a couple of different registration techniques to improve the accuracy of fingerprint matching system. A series of experiments conducted on the public data collection, FVC2002 DB3 set A (800 fingerprints), demonstrates the effectiveness of our method.
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References
Jain, A.K., Bolle, R., Pankanti, S. (eds.): Biometrics: Personal Identification in Networked Society. Kluwer Academic Publishers, Dordrecht (1999)
Berry, J., Stoney, D.A.: The History and Development of Fingerprinting. In: Lee, H.C., Gaensslen, R. (eds.) Advances in Fingerprint Technology, 2nd edn., pp. 1–40. CRC Press, Boca Raton (2001)
Federal Bureau of Investigation: The Science of Fingerprints: Classification and Uses. Government Printing Office, Washington, DC, US (1984)
Wilson, C., Watson, C., Paek, E.: Effect of Resolution and Image Quality on Combined Optical and Neural Network Fingerprint Matching. Pattern Recognition 33(2), 317–331 (2000)
Gamble, F., Frye, L., Grieser, D.: Real-Time Fingerprint Verification System. Applied Optics 31(5), 652–655 (1992)
Jain, A.K., Prabhakar, S., Hong, L., Pankanti, S.: Filterbank-Based Fingerprint Matching. IEEE Trans. Image Processing 9(5), 846–859 (2000)
Lee, C.J., Wang, S.D.: Fingerprint Feature Extraction Using Gabor Filters. Electronics Letters 35(4), 288–290 (1999)
Tico, M., Kuosmanen, P., Saarinen, J.: Wavelet Domain Features for Fingerprint Recognition. Electronics Letters 37(1), 21–22 (2002)
Isenor, D.K., Zaky, S.G.: Fingerprint Identification Using Graph Matching. Pattern Recognition 19(2), 113–122 (1986)
Hrechak, A.K., McHugh, J.A.: Automatic Fingerprint Recognition Using Structural Matching. Pattern Recognition 23(8), 893–904 (1990)
Wahabk, A., Chin, S.H., Tan, E.C.: Novel Approach to Automated Fingerprint Recognition. IEE Proc. Visual Image Signal Processing 145(3), 160–166 (1998)
Jain, A.K., Hong, L., Pankanti, S., Bolie, R.: An Identity- Authentication System Using Fingerprints. In: Proc. IEEE, vol. 85(9), pp. 1365–1388 (1997)
Ratha, N.K., Karu, K., Chen, S., Jain, A.K.: A Realtime Matching System for Large Fingerprint Databases. IEEE Trans. Pattern Analysis and Machine Intelligence 18(8), 799–813 (1996)
Jain, A.K., Hong, L., Bolle, R.: On-Line Fingerprint Verification. IEEE Trans. Pattern Analysis and Machine Intelligence 19(4), 302–313 (1997)
Jiang, X., Yau, W.-Y.: Fingerprint Minutiae Matching Based on the Local and Global Structures. In: Proc. 15th Int’l Conf. Pattern Recognition, vol. 2, pp. 1038–1041 (2000)
Tico, M., Kuosmanen, P.: Fingerprint Matching Using an Orientation-Based Minutia Descriptor. IEEE Trans. Pattern Analysis and Machine Intelligence 25(8), 1009–1014 (2003)
Ross, A., Jain, A.K., Reisman, J.: A Hybrid Fingerprint Matcher. Pattern Recognition 36 (2003)
Cappelli, R., Maio, D., Maltoni, D.: Combining fingerprint classifiers. In: Kittler, J., Roli, F. (eds.) MCS 2000. LNCS, vol. 1857, pp. 351–361. Springer, Heidelberg (2000)
Jain, A.K., Prabhakar, S., Chen, S.: Combining Multiple Matchers for a High Security Fingerprint Verification System. Pattern Recognition Lett. 20, 1371–1379 (1999)
Jain, A.K., Prabhakar, S., Hong, L.: A Multichannel Approach to Fingerprint Classification. IEEE Trans. Pattern Anal. Mach. Intell. 21(4), 348–359 (1999)
Prabhakar, S., Jain, A.K.: Decision-Level Fusion in Fingerprint Verification.  35, 861–874 (2002)
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Qi, J., Shi, Z., Zhao, X., Wang, Y. (2004). Cascading a Couple of Registration Methods for a High Accurate Fingerprint Verification System. In: Li, S.Z., Lai, J., Tan, T., Feng, G., Wang, Y. (eds) Advances in Biometric Person Authentication. SINOBIOMETRICS 2004. Lecture Notes in Computer Science, vol 3338. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30548-4_55
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DOI: https://doi.org/10.1007/978-3-540-30548-4_55
Publisher Name: Springer, Berlin, Heidelberg
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