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Analysis of Variance in Statistical Image Processing (Hardcover)

Author: Kurz, Ludwik

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Product Overview

A key problem in practical image processing is the detection of specific features in a noisy image. Analysis of variance (ANOVA) techniques can be very effective in such situations, and this book gives a detailed account of the use of ANOVA in statistical image processing. The book begins by describing the statistical representation of images in the various ANOVA models. The authors present a number of computationally efficient algorithms and techniques to deal with such problems as line, edge, and object detection, as well as image restoration and enhancement. By describing the basic principles of these techniques, and showing their use in specific situations, the book will facilitate the design of new algorithms for particular applications. It will be of great interest to graduate students and engineers in the field of image processing and pattern recognition.

Specifications

Publisher Cambridge Univ Pr
Mfg Part# 9780521581820
SKU 204775944
Format Hardcover
ISBN10 0521581826
Release Date 5/29/2012
Product Attributes
Book Format Hardcover
Number of Pages 0224
Publisher Cambridge University Press
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