High resolution image restoration based on inverse problem solution using iterative methods

In this paper the implementation of iterative methods to image restoration is presented. To describe the image formation process an observation model is given. Comparative analysis of different iterative image restoration methods is performed. Quantitative confirmation of image quality improvement i...

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Published inProceedings of III International Seminar/Workshop on Direct and Inverse Problems of Electromagnetic and Acoustic Wave Theory. (IEEE Cat. No.98EX163) pp. 117 - 120
Main Authors Voloshynovskiy, S., Holotyak, T.
Format Conference Proceeding
LanguageEnglish
Published IEEE 1998
Subjects
Atmospheric modeling
Frequency estimation
Image analysis
Image quality
Image resolution
Image restoration
Information analysis
Inverse problems
Iterative methods
Predistortion
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Summary:In this paper the implementation of iterative methods to image restoration is presented. To describe the image formation process an observation model is given. Comparative analysis of different iterative image restoration methods is performed. Quantitative confirmation of image quality improvement is carried out in l/sub 2/-norm error.
ISBN:9660206216
9789660206212
DOI:10.1109/DIPED.1998.730957