Abstract

Joint transform correlator (JTC) is a well known tool for color pattern recognition for a color image. Color images have red, green and blue components, thus in conventional JTC, three input channels of these color components are necessary for color pattern recognition. This paper proposes a new technique of color pattern recognition by decomposing the color image into three color components and recombining those components into a single gray image in the input plane. This new technique needs single input channel and single output CCD camera, thus a simple JTC can be used. We present various kinds of simulated results to show that our newly proposed technique can accurately recognize and discriminate color differences.

© 2011 Optical Society of Korea

PDF Article

References

  • View by:
  • |
  • |

  1. P. D. Gianino and J. L. Horner, "Phase-only matched filtering," Appl. Opt. 23, 812-816 (1984).
    [CrossRef]
  2. G. G. Mu, X. M. Wang, and Z. Q. Wang, "Amplitudecompensated matched filtering," Appl. Opt. 27, 3461-3463 (1988).
    [CrossRef]
  3. C. J. Weaver and J. W. Goodman, "A technique for optically convolving two functions," Appl. Opt. 5, 1248-1249 (1966).
    [CrossRef]
  4. J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw-Hill, New York, USA, 1996).
  5. H. C. Lee and R. E. Gaensslen, Advances in Finger-print Technology (Elsevier, New York, USA, 1991).
  6. A. Jain, L. Hong, and R. Bolle, "On-line fingerprint verification," IEEE Trans. Pattern Analysis and Machine Intell. 19, 302-314 (1997).
    [CrossRef]
  7. 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).
    [CrossRef]
  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).
    [CrossRef]
  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).
    [CrossRef]
  10. M. H. Jeong, "New random and additional phase adjustment of joint transform correlator," J. Opt. Soc. Korea 14, 90-96 (2010).
    [CrossRef]
  11. G. Urcid-S, A. Padilla-V., A. Cornejo-Rodriguez, and J. Ba´ez-Rojas, "Analysis of the joint Fourier spectrum for dual input single channel rotation," Proc. SPIE 4419, 620-623 (2001).
    [CrossRef]
  12. 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).
    [CrossRef]
  13. A. Bal, A. M. El-Sada, and M. S. Alam, "Improved fingerfrint identification with supervised filtering enhancement," Appl. Opt. 44, 647-654 (2005).
    [CrossRef]
  14. M. H. Jeong, "New iterative filter for fringe adjustment of joint transform correlator," J. Opt. Soc. Korea 14, 33-37 (2010).
    [CrossRef]
  15. B. Javidi, "Nonlinear joint power spectrum based optical correlators," Appl. Opt. 28, 2358-2367 (1989).
    [CrossRef]
  16. M. H. Jeong, "Binary nonlinear joint transform correlator with sinusoidal iterative filter in spectrum domain," J. Opt. Soc. Korea 14, 357-362 (2010).
    [CrossRef]
  17. F. T. S. Yu, Z. Yang, and K. Pan, "Polychromatic target identification with a color liquid-crystal-TV-based joint-transform correlator," Appl. Opt. 33, 2170-2172 (1994).
    [CrossRef]
  18. D. Mendlovic, P. García-Martinez, J. García, and C. Ferreira, "Color encoding for polychromatic single-channel optical pattern recognition," Appl. Opt. 34, 7538-7544 (1995).
    [CrossRef]
  19. M. Corbalan and M. S. Millan, "Color image acquisition by charge-coupled device cameras in polychromatic pattern recognition," Opt. Eng. 35, 754-758 (1996).
    [CrossRef]
  20. D. Mendlovic, M. Deutsch, C. Ferreira, and J. Garcia, "Single channel polychromatic pattern recognition by the use of a joint-transform correlator," Appl. Opt. 35, 6382-6389 (1996).
    [CrossRef]
  21. M. Deutsch, J. Garcia, and D. Mendlovic, "Multichannel single-output color pattern recognition by use of a joint transform correlator," Appl. Opt. 35, 6976-6982 (1996).
    [CrossRef]
  22. M. S. Alam, S. F. Goh, and S. Dacharaju, "Three-dimensional color pattern recognition using fringe-adjusted joint transform correlation with CIE lab coordinates," IEEE Trans. on Instru. and Measur. 59, 2176-2184 (2010).
    [CrossRef]

2010 (4)

M. H. Jeong, "New random and additional phase adjustment of joint transform correlator," J. Opt. Soc. Korea 14, 90-96 (2010).
[CrossRef]

M. H. Jeong, "New iterative filter for fringe adjustment of joint transform correlator," J. Opt. Soc. Korea 14, 33-37 (2010).
[CrossRef]

M. H. Jeong, "Binary nonlinear joint transform correlator with sinusoidal iterative filter in spectrum domain," J. Opt. Soc. Korea 14, 357-362 (2010).
[CrossRef]

M. S. Alam, S. F. Goh, and S. Dacharaju, "Three-dimensional color pattern recognition using fringe-adjusted joint transform correlation with CIE lab coordinates," IEEE Trans. on Instru. and Measur. 59, 2176-2184 (2010).
[CrossRef]

2009 (1)

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).
[CrossRef]

2005 (1)

2001 (1)

G. Urcid-S, A. Padilla-V., A. Cornejo-Rodriguez, and J. Ba´ez-Rojas, "Analysis of the joint Fourier spectrum for dual input single channel rotation," Proc. SPIE 4419, 620-623 (2001).
[CrossRef]

1998 (1)

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).
[CrossRef]

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 (4)

1995 (2)

1994 (1)

1991 (2)

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

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).
[CrossRef]

1989 (1)

1988 (1)

1984 (1)

1966 (1)

Appl. Opt. (10)

P. D. Gianino and J. L. Horner, "Phase-only matched filtering," Appl. Opt. 23, 812-816 (1984).
[CrossRef]

G. G. Mu, X. M. Wang, and Z. Q. Wang, "Amplitudecompensated matched filtering," Appl. Opt. 27, 3461-3463 (1988).
[CrossRef]

C. J. Weaver and J. W. Goodman, "A technique for optically convolving two functions," Appl. Opt. 5, 1248-1249 (1966).
[CrossRef]

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).
[CrossRef]

A. Bal, A. M. El-Sada, and M. S. Alam, "Improved fingerfrint identification with supervised filtering enhancement," Appl. Opt. 44, 647-654 (2005).
[CrossRef]

B. Javidi, "Nonlinear joint power spectrum based optical correlators," Appl. Opt. 28, 2358-2367 (1989).
[CrossRef]

F. T. S. Yu, Z. Yang, and K. Pan, "Polychromatic target identification with a color liquid-crystal-TV-based joint-transform correlator," Appl. Opt. 33, 2170-2172 (1994).
[CrossRef]

D. Mendlovic, P. García-Martinez, J. García, and C. Ferreira, "Color encoding for polychromatic single-channel optical pattern recognition," Appl. Opt. 34, 7538-7544 (1995).
[CrossRef]

D. Mendlovic, M. Deutsch, C. Ferreira, and J. Garcia, "Single channel polychromatic pattern recognition by the use of a joint-transform correlator," Appl. Opt. 35, 6382-6389 (1996).
[CrossRef]

M. Deutsch, J. Garcia, and D. Mendlovic, "Multichannel single-output color pattern recognition by use of a joint transform correlator," Appl. Opt. 35, 6976-6982 (1996).
[CrossRef]

IEEE Trans. on Instru. and Measur. (1)

M. S. Alam, S. F. Goh, and S. Dacharaju, "Three-dimensional color pattern recognition using fringe-adjusted joint transform correlation with CIE lab coordinates," IEEE Trans. on Instru. and Measur. 59, 2176-2184 (2010).
[CrossRef]

IEEE Trans. Pattern Analysis and Machine Intell. (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 Korea (4)

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).
[CrossRef]

M. H. Jeong, "New random and additional phase adjustment of joint transform correlator," J. Opt. Soc. Korea 14, 90-96 (2010).
[CrossRef]

M. H. Jeong, "Binary nonlinear joint transform correlator with sinusoidal iterative filter in spectrum domain," J. Opt. Soc. Korea 14, 357-362 (2010).
[CrossRef]

M. H. Jeong, "New iterative filter for fringe adjustment of joint transform correlator," J. Opt. Soc. Korea 14, 33-37 (2010).
[CrossRef]

Microwave & Opt. Technol. Lett. (1)

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).
[CrossRef]

Opt. Eng. (2)

M. Corbalan and M. S. Millan, "Color image acquisition by charge-coupled device cameras in polychromatic pattern recognition," Opt. Eng. 35, 754-758 (1996).
[CrossRef]

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).
[CrossRef]

Proc. SPIE (1)

G. Urcid-S, A. Padilla-V., A. Cornejo-Rodriguez, and J. Ba´ez-Rojas, "Analysis of the joint Fourier spectrum for dual input single channel rotation," Proc. SPIE 4419, 620-623 (2001).
[CrossRef]

Other (2)

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

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

Cited By

OSA participates in CrossRef's Cited-By Linking service. Citing articles from OSA journals and other participating publishers are listed here.

Alert me when this article is cited.