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Proceedings Paper

Explicit solution of the eigenvalue integral with exponentially oscillating covariance function
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Paper Abstract

The Karhunen-Loeve transform based on calculation of the eigenvalues and eigenfunctions of the Karhunen-Loeve integral equation is known to have certain properties which make it optimal for many signal detection and filtering applications. We propose an analytical solution of the equation for a practical case when the covariance function of a stationary process is exponentially oscillating. Computer simulation results using a real aerial image are provided and discussed.

Paper Details

Date Published: 21 November 2002
PDF: 8 pages
Proc. SPIE 4790, Applications of Digital Image Processing XXV, (21 November 2002); doi: 10.1117/12.452374
Show Author Affiliations
Vitaly Kober, Ctr. de Investigación Científica y de Educación Superior de Ensenada (Mexico)
Josué Alvarez-Borrego, Ctr. de Investigación y de Educación Superior de Ensenada (Mexico)

Published in SPIE Proceedings Vol. 4790:
Applications of Digital Image Processing XXV
Andrew G. Tescher, Editor(s)

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