Tutorial review of recent developments in digital image restoration

M. Ibrahim Sezan; A. Murat Tekalp

doi:10.1117/12.24149

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

M. Ibrahim Sezan, A. Murat Tekalp

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.

Citation Download Citation

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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