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A Fingerprint Matching Using Minutiae Triangulation

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3072))

Abstract

We present a new technique for fingerprint minutiae matching. The proposed method connects minutiae using a Delaunay triangulation and analyzes the relative position and orientation of each minutia with respect to its neighbors obtained by the triangle structure. Due to non-linear deformations, we admit a certain degree of triangle deformation. If rotations and translations are present, the triangle structure does not change consistently. Two fingerprints are considered matching, if their triangle structures are similar according the neighbor relationship. The algorithm performance are evaluated on a public domain database.

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References

  1. Jain, A.K., Hong, L., Bolle, R.: On-Line Fingerprint Verification. PAMI 19(4), 302–313 (1997)

    Google Scholar 

  2. Pankanti, S., Prabhakar, S., Jain, A.K.: On the Individuality of Fingerprints. PAMI 24(8), 1010–1025 (2002)

    Google Scholar 

  3. Hong, L., Wan, Y., Jain, A.K.: Fingerprint Image Enhancement: Algorithms and Performance Evaluation. PAMI 20(8), 777–789 (1998)

    Google Scholar 

  4. Maltoni, D., Maio, D., Jain, A.K., Prabhakar, S.: Handbook of Fingerprint Recognition, June 2003. Springer, Heidelberg (2003)

    MATH  Google Scholar 

  5. Sernesi, E.: Geometria, Bollati Boringhieri, Torino (1989)

    Google Scholar 

  6. Tico, M., Kousmanen, P.: Fingerprint Matching Using an Orientation-Based Minutia Descriptor. PAMI 25(8), 1009–1014 (2003)

    Google Scholar 

  7. Jiang, X., Yau, W.Y.: Fingerprint Minutiae Matching Based on the Local and Global Structures. In: ICPR 2000, September 2000, vol. 2 (2000)

    Google Scholar 

  8. Zhang, W.: Y: Wang, Core-Based Structure Algorithm of Fingerprint Verification. In: ICPR 2002, August 2002, vol. 1 (2002)

    Google Scholar 

  9. Senior, A., Bolle, R.: Improved Fingerprint Matching by Distortion Removal. IEICE Trans. Inf. and Syst. E84-D(7) (July 2001)

    Google Scholar 

  10. Maio, D., Maltoni, D., Cappelli, R., Wayman, J.L., Jain, A.K.: FVC2000: Fingerprint Verification Competition. PAMI 24(3), 402–412 (2002)

    Google Scholar 

  11. Kim, B.G., Kim, H.J., Park, D.J.: New Enhancement for Fingerprint Images. In: ICPR 2002, vol. 3, pp. 879–882 (2002)

    Google Scholar 

  12. Yang, J., Liu, L., Jiang, T., Fan, Y.: A Modified Gabor Filter Design Method for Fingerprint Image Enhancement. Pattern Recognition Letters 24(12), 1805–1817 (2003)

    Article  Google Scholar 

  13. Bebis, G., Deaconu, T., Georgiopoulos, M.: Fingerprint Identification Using Delaunay Triangulation. In: ICIIS 1999, Maryland (November 1999)

    Google Scholar 

  14. Ratha, N.K., Bolle, R., Pandit, V.D., Vaish, V.: Robust Fingerprint Authentication Using Local Structural Similarity. In: 5th. IEEE WACV, Palm Springs, California, USA, December 4-6 (2001)

    Google Scholar 

  15. Hao, Y., Tan, T., Wang, Y.: Fingerprint matching based on error propagation. In: ICIP 2002, Rochester, New York, USA, September 22-25 (2002)

    Google Scholar 

  16. Lee, D., Choi, K., Kim, J.: A Robust Fingerprint Matching Algorithm Using Local Alignment. In: ICPR 2002, August 2002, vol. 1 (2002)

    Google Scholar 

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© 2004 Springer-Verlag Berlin Heidelberg

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Parziale, G., Niel, A. (2004). A Fingerprint Matching Using Minutiae Triangulation. In: Zhang, D., Jain, A.K. (eds) Biometric Authentication. ICBA 2004. Lecture Notes in Computer Science, vol 3072. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-25948-0_34

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  • DOI: https://doi.org/10.1007/978-3-540-25948-0_34

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-22146-3

  • Online ISBN: 978-3-540-25948-0

  • eBook Packages: Springer Book Archive

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