DOI QR코드

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New Iterative Filter for Fringe Adjustment of Joint Transform Correlator

  • Jeong, Man-Ho (Department of Laser & Optical Information Engineering, Cheongju University)
  • 투고 : 2009.12.17
  • 심사 : 2010.01.25
  • 발행 : 2010.03.25

초록

The joint transform correlator (JTC) has been the best known technique for pattern recognition and identification. The JTC optically compares the reference image with the sample image then examines match or non-match by acquiring a correlation peak. However, the JTC technique has some problems such as weak correlation discrimination and noise which originates from the interference fringes in the Fourier transform plane. In order to solve these problems, this paper proposes a new technique of modifications of the interference fringes by adopting special iterative filters. Experimental results are presented to show that the proposed technique can successfully improve the correlation peaks and the level of discrimination.

키워드

참고문헌

  1. P. D. Gianino and J. L. Horner, “Phase-only matched filtering,” Appl. Opt. 23, 812-816 (1984). https://doi.org/10.1364/AO.23.000812
  2. G. G. Mu, X. M. Wang, and Z. Q. Wang, “Amplitudecompensated matched filtering,” Appl. Opt. 27, 3461-3463 (1988). https://doi.org/10.1364/AO.27.003461
  3. C. J. Weaver and J. W. Goodman, “A technique for optically convolving two functions,” Appl. Opt. 5, 1248-1249 (1966). https://doi.org/10.1364/AO.5.001248
  4. J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw-Hill, New York, USA, 1996).
  5. H. J. Yang, J. S. Cho, and Y. H. Won, “Reduction of reconstruction errors in kinoform CGHs by modified simulated annealing algorithm,” J. Opt. Soc. Korea 13, 92-97 (2009). https://doi.org/10.3807/JOSK.2009.13.1.092
  6. H. C. Lee and R. E. Gaensslen, Advances in Finger-print Technology (Elsevier, New York, USA, 1991).
  7. A. Jain, L. Hong, and R. Bolle, “On-line fingerprint verification,” IEEE Trans. Pattern Analysis and Machine Intell. 19, 302-314 (1997). https://doi.org/10.1109/34.587996
  8. M. S. Alam, A. A. S. Awwal, and M. A. Karim, “Improved correlation discrimination using joint Fourier transform optical correlator,” Microwave & Opt. Technol. Lett. 4, 103-106 (1991). https://doi.org/10.1002/mop.4650040305
  9. B. Javidi, J. Li, A. H. Fazollahi, and J. Horner, “Binary nonlinear joint transform correlator performance with different thresholding methods under unknown illumination conditions,” Appl. Opt. 34, 886-890 (1995). https://doi.org/10.1364/AO.34.000886
  10. M. H. Jeong, “Analysis of fingerprint recognition characteristics based on new CGH direct comparison method and nonlinear joint transform correlator,” J. Opt. Soc. Korea 13, 445-450 (2009). https://doi.org/10.3807/JOSK.2009.13.4.445
  11. A. M. Bazen and S. H. Gerez, “Directional field computation for fingerprints based on the principal component analysis of local gradients,” in Proc RISC2000, 11th Annual Workshop on Circuits, Systems and Signal Processing (Veldhoven, The Netherlands, 2000).
  12. G. Urcid-Serrano, A. Padilla-Vivanco, A. Cornejo-Rodriguez, and J. Baez-Rojas, “Analysis of the joint Fourier spectrum for dual input single channel rotation,” Proc. SPIE 4419, 620-623 (2001). https://doi.org/10.1117/12.437097
  13. M. S. Alam, X. W Chen, and M. A. Karim, “Distortioninvariant fringe-adjusted joint transform correlation,” Appl. Opt. 36, 7422-7427 (1997). https://doi.org/10.1364/AO.36.007422
  14. X. W. Chen, M. A. Karim, and M. S. Alam, “Distortion invariant fractional power fringe adjusted joint transform correlation,” Opt. Eng. 37, 138-143 (1998). https://doi.org/10.1117/1.601840
  15. A. Bal, A. M. El-Sada, and M. S. Alam, “Improved fingerfrint identification with supervised filtering enhancement,” Appl. Opt. 44, 647-654 (2005). https://doi.org/10.1364/AO.44.000647

피인용 문헌

  1. Binary Nonlinear Joint Transform Correlator with Sinusoidal Iterative Filter in Spectrum Domain vol.14, pp.4, 2010, https://doi.org/10.3807/JOSK.2010.14.4.357
  2. Color Pattern Recognition with Recombined Single Input Channel Joint Transform Correlator vol.15, pp.2, 2011, https://doi.org/10.3807/JOSK.2011.15.2.140
  3. New Random and Additional Phase Adjustment of Joint Transform Correlator vol.14, pp.2, 2010, https://doi.org/10.3807/JOSK.2010.14.2.090
  4. Coded Single Input Channel for Color Pattern Recognition in Joint Transform Correlator vol.15, pp.4, 2011, https://doi.org/10.3807/JOSK.2011.15.4.335