Analysis of Variance in Statistical Image Processing

Name: Analysis of Variance in Statistical Image Processing
Price: 39.66 USD
Availability: InStock
ISBN: 9780521031967

ISBN-10: 0521031966

ISBN-13: 9780521031967

Edition: 2006

Authors: Ludwik Kurz, M. Hafed Benteftifa

List price: $64.99

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Description:

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…

Book details

List price: $64.99
Copyright year: 2006
Publisher: Cambridge University Press
Publication date: 11/23/2006
Binding: Paperback
Pages: 228
Size: 6.75" wide x 9.50" long x 0.50" tall
Weight: 0.836
Language: English



Preface



Introduction



Statistical linear models



Line detection



Edge detection



Object detection



Image segmentation



Radial masks in line and edge detection



Performance analysis



Some approaches to image restoration


References


Index