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The mathematical and theoretical development required for using the minimum mutual information technique in image restoration is presented. Results from an implementation of the minimum mutual information technique are shown to demonstrate its capabilities. The results establish that minimum mutual information is a viable image restoration approach without the convergence problems usually associated with similar techniques.

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