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Iterative Identification and Restoration of Images by Jan Biemond, Reginald L. Lagendijk (Paperback, 2013)

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One of the most intriguing questions in image processing is the problem of recovering the desired or perfect image from a degraded version. In many instances one has the feeling that the degradations in the image are such that relevant information is close to being recognizable, if only the image could be sharpened just a little. This mograph discusses the two essential steps by which this can be achieved, namely the topics of image identification and restoration. More specifically the goal of image identifi- cation is to estimate the properties of the imperfect imaging system (blur) from the observed degraded image, together with some (statistical) char- acteristics of the ise and the original (uncorrupted) image. On the basis of these properties the image restoration process computes an estimate of the original image. Although there are many textbooks addressing the image identification and restoration problem in a general image processing setting, there are hardly any texts which give an indepth treatment of the state-of-the-art in this field. This mograph discusses iterative procedures for identifying and restoring images which have been degraded by a linear spatially invari- ant blur and additive white observation ise. As opposed to n-iterative methods, iterative schemes are able to solve the image restoration problem when formulated as a constrained and spatially variant optimization prob- In this way restoration results can be obtained which outperform the lem. results of conventional restoration filters.

Product Identifiers

Publisher
Springer-Verlag New York Inc.
ISBN-10
1461367786
ISBN-13
9781461367789
eBay Product ID (ePID)
189390478

Product Key Features

Author
Reginald L. Lagendijk, Jan Biemond
Format
Paperback
Language
English
Subject
Energy Technology & Electrical Engineering
Type
Textbook

Dimensions

Weight
355g
Height
235mm
Width
155mm

Additional Product Features

Place of Publication
New York, NY
Spine
12mm
Series Part/Volume Number
118
Series Title
The Springer International Series in Engineering and Computer Science
Content Note
Biography
Date of Publication
09/05/2013
Edition Statement
Softcover Reprint of the Original 1st Ed. 1991
Country of Publication
United States
Genre
Energy Technology & Electrical Engineering

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Iterative Identification and Restoration of Images by Jan Biemond, Reginald L. Lagendijk (Paperback, 2013)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Eduqas GCSE (9-1) Religious Studies Route B: Catholic Christianity and Judaism by Deirdre Cleary, Andrew Barron, Joy White, Patrick Harrison (Paperback, 2017)

Save on Adult Learning & University

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