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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Vol. 17, Iss. 21 — Nov. 1, 1978
  • pp: 3395–3401

Statistical spatial filtering: application to aerial photographs

P. Y. Baurès and J. Duvernoy  »View Author Affiliations


Applied Optics, Vol. 17, Issue 21, pp. 3395-3401 (1978)
http://dx.doi.org/10.1364/AO.17.003395


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Abstract

Spatial filtering is shown to apply not only to the identification of deterministic signals but also to the classification of images. The spectral content of images is put into a classifier that extracts the dominant eigenvectors responsible for statistical features. Principal images that carry most of the information are obtained by using optical representations of eigenvectors as spatial filters. The statistical stability and the intrinsic dimensionality of Fourier spectra are related to the fast estimation of useful eigenvectors.

© 1978 Optical Society of America

History
Original Manuscript: December 13, 1977
Published: November 1, 1978

Citation
P. Y. Baurès and J. Duvernoy, "Statistical spatial filtering: application to aerial photographs," Appl. Opt. 17, 3395-3401 (1978)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-17-21-3395


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References

  1. B. J. Turner, “Cluster Analysis of Multispectral Scanner Remote Sensor Data,” in Remote Sensing of Earth Resources, Vol. 1, F. Shahrokhi, Ed., University of Tennessee, Tullahoma (1972).
  2. G. E. Lowitz, Automatisme 21 (314), 83 (1976).
  3. J. W. Goodman, H. Kato, Opt. Commun. 8, 378 (1973). [CrossRef]
  4. D. Casasent, D. Psaltis, Appl. Opt. 15, 1795 (1976). [CrossRef] [PubMed]
  5. J. Duvernoy, Appl. Opt. 15, 1584 (1976). [CrossRef] [PubMed]
  6. K. Fukunaga, Introduction to Statistical Pattern Recognition (Academic, New York, 1972), Chap. 10, pp. 288–301.
  7. B. R. Frieden, J. Opt. Soc. Am. 62, 511 (1972). [CrossRef] [PubMed]
  8. S. Watanabe, “Karhunen-Loève Expansion and Factor Analysis,” in Proceedings 4th Prague Conference on Information Theory (1965), pp. 635–660, in Pattern Recognition: Introduction and Foundations, ed. J. Sklansky (Dowden, Hutchinson, Ross Inc., Stroudsburg, Pennsylvania, 1973).
  9. J. A. McLaughlin, J. Raviv, Inf. Control 12, 121 (1969). [CrossRef]
  10. Ref. 6, Chap. 8, pp. 249–250.
  11. S. Watanabe, Knowing and Guessing (Wiley, New York, 1969), Sec. 7.6.
  12. B. R. Frieden, J. Opt. Soc. Am. 57, 1013 (1967). [CrossRef]
  13. J. Duvernoy, D. Charraut, P. Y. Baures, Opt. Acta 24, 795 (1977). [CrossRef]

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