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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Vol. 22, Iss. 10 — May. 15, 1983
  • pp: 1462–1473

Transforming images into block stationary behavior

Robin N. Strickland  »View Author Affiliations


Applied Optics, Vol. 22, Issue 10, pp. 1462-1473 (1983)
http://dx.doi.org/10.1364/AO.22.001462


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Abstract

The statistical behavior of images is inherently nonstationary. Unfortunately, most image processing algorithms assume stationary image models. Spatially adaptive algorithms have been developed which take into account local image statistics. In this paper we derive radiometric and geometric transforms which generate nearly stationary (block stationary) images in the first and second moments. We show that true stationarity is impossible to realize. The aim of these transformations is to enhance the performance of nonadaptive processing techniques, in particular data compression.

© 1983 Optical Society of America

History
Original Manuscript: July 20, 1982
Published: May 15, 1983

Citation
Robin N. Strickland, "Transforming images into block stationary behavior," Appl. Opt. 22, 1462-1473 (1983)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-22-10-1462


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References

  1. C. W. Helstrom, J. Opt. Soc. Am. 57, 297 (1967). [CrossRef]
  2. G. L. Anderson, A. N. Netravali, IEEE Trans. Syst. Man Cybern. SMC-6, 845 (1976). [CrossRef]
  3. H. J. Trussel, B. R. Hunt, IEEE Trans. Acoust. Speech Signal Process. ASSP-26, 157 (1978). [CrossRef]
  4. D. T. Kuan, A. A. Sawchuk, J. Opt. Soc. Am. 71, 1641A (1981).
  5. R. Kasturi, “Adaptive Image Restoration in Signal-Dependent Noise,” Ph.D. Dissertation, Institute for Electronic Science, Texas Tech U., Lubbock (1982).
  6. W. K. Pratt, Digital Image Processing (Wiley, New York, 1978), pp. 729 and 21.
  7. A. Habibi, IEEE Trans. Commun. COM-25, 1315 (1977).
  8. B. R. Hunt, Comput. Graphics Image Process. 12, 173 (1980). [CrossRef]
  9. T. S. Huang, IEEE Spectrum 2, (12), 57 (1965).
  10. H. G. Musmann, in Image Transmission Techniques, W. K. Pratt, Ed. (Academic, New York, 1979), pp. 92–97.
  11. A. Papoulis, Probability, Random Variables and Stochastic Processes (McGraw-Hill, New York, 1965), p. 302.
  12. R. Wallis, “An Approach to the Space-Variant Restoration and Enhancement of Images,” in Proceedings, Symposium on Current Mathematical Problems in Image Science, Naval Postgraduate School, Monterey, Calif., Nov. 1976.
  13. J. S. Lee, IEEE Trans. Pattern Anal. Mach. Intell. PAMI-2, 165 (1980). [CrossRef]
  14. A. V. Oppenheim, R. W. Schafer, Digital Signal Processing (Prentice-Hall, Englewood Cliffs, N.J., 1975), pp. 539–541.
  15. G. S. Robinson, Comput. Graphics Image Process. 6, 492 (1977). [CrossRef]
  16. R. Bernstein, IBM J. Res. Dev. 20, 40 (1976). [CrossRef]
  17. R. N. Strickland, J. J. Burke, Proc. Soc. Photo-Opt. Instrum. Eng. 249, 47 (1980).

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