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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Vol. 41, Iss. 35 — Dec. 10, 2002
  • pp: 7456–7463

Class-associative multiple target detection by use of fringe-adjusted joint transform correlation

M. S. Alam and M. M. Rahman  »View Author Affiliations


Applied Optics, Vol. 41, Issue 35, pp. 7456-7463 (2002)
http://dx.doi.org/10.1364/AO.41.007456


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Abstract

We propose a class-associative correlation filter based technique for detecting a class of objects consisting of dissimilar patterns. The fringe-adjusted joint transform correlation algorithm is utilized to enhance the correlation performance, thus ensuring a strong and equal correlation peak for each element of the selected class. For enhanced performance, an enhanced version of the fringe-adjusted filter is incorporated in the class-associative multiple target detection process. The feasibility of the proposed technique has been tested by computer simulation.

© 2002 Optical Society of America

OCIS Codes
(100.0100) Image processing : Image processing
(100.4550) Image processing : Correlators

History
Original Manuscript: May 3, 2002
Revised Manuscript: August 26, 2002
Published: December 10, 2002

Citation
M. S. Alam and M. M. Rahman, "Class-associative multiple target detection by use of fringe-adjusted joint transform correlation," Appl. Opt. 41, 7456-7463 (2002)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-41-35-7456


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References

  1. C. S. Weaver, J. W. Goodman, “Technique for optically convolving two functions,” Appl. Opt. 5, 1248–1249 (1966). [CrossRef] [PubMed]
  2. F. T. S. Yu, J. E. Ludman, “Microcomputer based programmable joint transform correlator for automatic pattern recognition and identification,” Opt. Lett. 11, 395–397 (1986). [CrossRef] [PubMed]
  3. B. Javidi, C. Kuo, “Joint transform image correlation using a binary spatial light modulator at the Fourier plane,” Appl. Opt. 27, 663–665 (1998). [CrossRef]
  4. D. Feng, H. Zhao, S. Xia, “Amplitude-modulated JTC for improving correlation discrimination,” Opt. Commun. 86, 260–264 (1991). [CrossRef]
  5. M. S. Alam, M. A. Karim, “Fringe-adjusted joint transform correlation,” Appl. Opt. 32, 4344–4350 (1993). [CrossRef] [PubMed]
  6. M. S. Alam, M. A. Karim, “Multiple target detection using a modified fringe-adjusted joint transform correlator,” Opt. Eng. 33, 1610–1617 (1994). [CrossRef]
  7. A. K. Cherri, M. S. Alam, “Reference phase-encoded fringe-adjusted joint transform correlation,” Appl. Opt. 40, 1216–1225 (2001). [CrossRef]
  8. O. Perez, M. A. Karim, “An efficient implementation of joint Fourier transform correlation using a modified LCTV,” Microwave Opt. Technol. Lett. 2, 193–196 (1998). [CrossRef]
  9. J. Knopp, R. D. Juday, “Optical joint transform correlation on the DMD,” in Optical Pattern Recognition, H.-K. Liu, ed., Proc. SPIE1053, 208–215 (1989).
  10. W. B. Hahn, D. L. Flannery, “Design elements of a binary joint transform correlator and selected optimization technique,” Opt. Eng. 31, 896–905 (1992). [CrossRef]
  11. Q. Tang, B. Javidi, “Multiple-object detection with a chirp-encoded joint transform correlator,” Appl. Opt. 32, 4344–4350 (1993). [CrossRef]
  12. F. Cheng, P. Andres, F. T. S. Yu, D. Gregory, “Intensity compensation filter for joint transform correlation peak enhancement,” Appl. Opt. 32, 4357–4364 (1993). [CrossRef] [PubMed]
  13. M. S. Alam, C. N. Wai, “Color pattern recognition using fringe-adjusted joint transform correlation,” Opt. Eng. 40, 2407–2413 (2001). [CrossRef]
  14. D. Casasent, B. Telfer, “Key and recollection vector effect on heteroassociative memory performance,” Appl. Opt. 28, 272–283 (1989). [CrossRef] [PubMed]
  15. J. Khoury, P. D. Gianino, Charles L. Woods, “Class-associative correlation filter using cross correlation enhancement,” in Optical Pattern Recognition XI, D. P. Casasent, T. H. Chao, eds., Proc. SPIE4043, 225–237 (2000).
  16. A. Vander Lugt, “Signal detection by complex spatial filtering,” IEEE Trans. Inf. Theory IT-10, 139–145 (1964). [CrossRef]
  17. J. L. Horner, P. D. Gianino, “Phase-only matched filtering,” Appl. Opt. 23, 812–816 (1984). [CrossRef] [PubMed]

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