Tutorial review of recent developments in digital image restoration

M. Ibrahim Sezan; A. Murat Tekalp

doi:10.1117/12.24149

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1 September 1990 Tutorial review of recent developments in digital image restoration

M. Ibrahim Sezan, A. Murat Tekalp

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Proceedings Volume 1360, Visual Communications and Image Processing '90: Fifth in a Series; (1990) https://doi.org/10.1117/12.24149
Event: Visual Communications and Image Processing '90, 1990, Lausanne, Switzerland

Abstract

In this review, we consider the three fundamental aspects of image restoration: (i) modeling, (ii) model identification methods, and (iii) restoration methods. Modeling refers to determining a model of the relationship between the ideal image and the observed degraded image, as well as modeling the ideal image itself, on the basis of a priori information. Model parameters are determined by various identification methods. Restoration algorithms are discussed in two categories: general algorithms and specialized algorithms. We also furnish a brief discussion of present and future research directions.

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M. Ibrahim Sezan and A. Murat Tekalp "Tutorial review of recent developments in digital image restoration", Proc. SPIE 1360, Visual Communications and Image Processing '90: Fifth in a Series, (1 September 1990); https://doi.org/10.1117/12.24149

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