Abstract

Fingerprint recognition using a joint transform correlator (JTC) is the most well-known technology among optical fingerprint recognition methods. The JTC method optically compares the reference fingerprint image with the sample fingerprint image then examines match or non-match by acquiring a correlation peak. In contrast to the JTC method, this paper presents a new method to examine fingerprint recognition by producing a computer generated hologram (CGH) of those two fingerprint images and directly comparing them. As a result, we present some parameters to show that fingerprint recognition capability of the CGH direct comparison method is superior to that of the JTC method.

© 2009 Optical Society of Korea

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References

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  1. H. C. Lee and R. E. Gaensslen, Advances in Finger-print Technology (Elsevier, New York, USA, 1991)
  2. A. Jain, L. Hong, and R. Bolle, "On-line fingerprint verification," IEEE Trans. Pattern Analysis and Machine Intell. 19, 302-314 (1997)
    [CrossRef]
  3. J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw Hill, New York, USA, 1996), pp. 79-87
  4. S. B. Kim, S. H. Joo, and M. H. Jeong, "A study on correlation-based fingerprint recognition method," Hankook Kwanghak Hoeji (Korean J. Opt. Photon.) 13, 493-500 (2002)
  5. A. M. Bazen and S. H. Gerez, "Directional field computation for fingerprints based on the principal component analysis of local gradients," in Proc. RISC 2000, 11th Annual Workshop on Circuits, Systems and Signal Processing (Veldhoven, The Netherlands, 2000)
  6. H.-J. Yang, J.-S. Cho, and Y.-H. Won, "Reduction of reconstruction errors in Kinoform CGHs by modified simulared annealing algorithm," J. Opt. Soc. Korea 13, 92-97 (2009)
    [CrossRef]
  7. A. W. Lohmann and D. P. Paris, "Binary Fraunhofer holograms generated by computer," Appl. Opt. 6, 1739-1748 (1967)
    [CrossRef]
  8. W. H. Lee, "Sampled Fourier transform holograms generated by computer," Appl. Opt. 9, 639-643 (1970)
    [CrossRef]
  9. F. Wyroski and O. Bryngdahl, "Iterative Fourier transform algorithm applied to computer holography," J. Opt. Soc. Am. 5, 1058-1065 (1988)
    [CrossRef]
  10. B. V. K. V. Kumar and L. Hassebrook, "Performance measure for correlation filters," Appl. Opt. 29, 2997-3006 (1990)
    [CrossRef]

2009 (1)

H.-J. Yang, J.-S. Cho, and Y.-H. Won, "Reduction of reconstruction errors in Kinoform CGHs by modified simulared annealing algorithm," J. Opt. Soc. Korea 13, 92-97 (2009)
[CrossRef]

2002 (1)

S. B. Kim, S. H. Joo, and M. H. Jeong, "A study on correlation-based fingerprint recognition method," Hankook Kwanghak Hoeji (Korean J. Opt. Photon.) 13, 493-500 (2002)

2000 (1)

A. M. Bazen and S. H. Gerez, "Directional field computation for fingerprints based on the principal component analysis of local gradients," in Proc. RISC 2000, 11th Annual Workshop on Circuits, Systems and Signal Processing (Veldhoven, The Netherlands, 2000)

1997 (1)

A. Jain, L. Hong, and R. Bolle, "On-line fingerprint verification," IEEE Trans. Pattern Analysis and Machine Intell. 19, 302-314 (1997)
[CrossRef]

1996 (1)

J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw Hill, New York, USA, 1996), pp. 79-87

1991 (1)

H. C. Lee and R. E. Gaensslen, Advances in Finger-print Technology (Elsevier, New York, USA, 1991)

1990 (1)

B. V. K. V. Kumar and L. Hassebrook, "Performance measure for correlation filters," Appl. Opt. 29, 2997-3006 (1990)
[CrossRef]

1988 (1)

F. Wyroski and O. Bryngdahl, "Iterative Fourier transform algorithm applied to computer holography," J. Opt. Soc. Am. 5, 1058-1065 (1988)
[CrossRef]

1970 (1)

W. H. Lee, "Sampled Fourier transform holograms generated by computer," Appl. Opt. 9, 639-643 (1970)
[CrossRef]

1967 (1)

A. W. Lohmann and D. P. Paris, "Binary Fraunhofer holograms generated by computer," Appl. Opt. 6, 1739-1748 (1967)
[CrossRef]

Applied Optics (3)

A. W. Lohmann and D. P. Paris, "Binary Fraunhofer holograms generated by computer," Appl. Opt. 6, 1739-1748 (1967)
[CrossRef]

W. H. Lee, "Sampled Fourier transform holograms generated by computer," Appl. Opt. 9, 639-643 (1970)
[CrossRef]

B. V. K. V. Kumar and L. Hassebrook, "Performance measure for correlation filters," Appl. Opt. 29, 2997-3006 (1990)
[CrossRef]

Hankook Kwanghak Hoeji (Korean J. Opt. Photon.) (1)

S. B. Kim, S. H. Joo, and M. H. Jeong, "A study on correlation-based fingerprint recognition method," Hankook Kwanghak Hoeji (Korean J. Opt. Photon.) 13, 493-500 (2002)

IEEE Transactions on Pattern Analysis and Machine Intelligence (1)

A. Jain, L. Hong, and R. Bolle, "On-line fingerprint verification," IEEE Trans. Pattern Analysis and Machine Intell. 19, 302-314 (1997)
[CrossRef]

Journal of the Optical Society of America A (1)

F. Wyroski and O. Bryngdahl, "Iterative Fourier transform algorithm applied to computer holography," J. Opt. Soc. Am. 5, 1058-1065 (1988)
[CrossRef]

Journal of the Optical Society of Korea (1)

H.-J. Yang, J.-S. Cho, and Y.-H. Won, "Reduction of reconstruction errors in Kinoform CGHs by modified simulared annealing algorithm," J. Opt. Soc. Korea 13, 92-97 (2009)
[CrossRef]

Proc. RISC 2000, 11th Annual Workshop on Circuits, Systems and Signal Processing (1)

A. M. Bazen and S. H. Gerez, "Directional field computation for fingerprints based on the principal component analysis of local gradients," in Proc. RISC 2000, 11th Annual Workshop on Circuits, Systems and Signal Processing (Veldhoven, The Netherlands, 2000)

Other (2)

J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw Hill, New York, USA, 1996), pp. 79-87

H. C. Lee and R. E. Gaensslen, Advances in Finger-print Technology (Elsevier, New York, USA, 1991)

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