Multiple input adaptive image restoration algorithms

Aggelos K. Katsaggelos

doi:10.1117/12.24152

1 September 1990 Multiple input adaptive image restoration algorithms

Aggelos K. Katsaggelos

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Proceedings Volume 1360, Visual Communications and Image Processing '90: Fifth in a Series; (1990) https://doi.org/10.1117/12.24152
Event: Visual Communications and Image Processing '90, 1990, Lausanne, Switzerland

Abstract

In this paper image restoration applications where multiple distorted versions of the same original image are available, are considered. A general adaptive restoration algorithm is derived based on a set theoretic regularization technique. The adaptivity of the algorithm is introduced in two ways : a) by a constraint operator which incorporates properties of the response of the human visual system into the restoration process, and b) by a weight matrix which assigns greater importance for the deconvolution process to areas of high spatial activity than to areas of low spatial activity. Different degrees of trust are assigned to the various distorted images depending on the amount of noise. Experimental results obtained by an iterative implementation of the proposed algotihms are presented.

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Aggelos K. Katsaggelos "Multiple input adaptive image restoration algorithms", Proc. SPIE 1360, Visual Communications and Image Processing '90: Fifth in a Series, (1 September 1990); https://doi.org/10.1117/12.24152

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KEYWORDS

Image restoration

Image processing

Visual communications

Matrices

Signal to noise ratio

Distortion

Algorithm development

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