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Analysis of Variance in Statistical Image Processing

Paperback / softback

Main Details

Title Analysis of Variance in Statistical Image Processing
Authors and Contributors      By (author) Ludwik Kurz
By (author) M. Hafed Benteftifa
Physical Properties
Format:Paperback / softback
Pages:228
Dimensions(mm): Height 143,Width 168
Category/GenreCommunications engineering and telecommunications
Signal processing
ISBN/Barcode 9780521031967
ClassificationsDewey:621.399
Audience
Professional & Vocational
Illustrations 5 Tables, unspecified; 10 Halftones, unspecified; 71 Line drawings, unspecified

Publishing Details

Publisher Cambridge University Press
Imprint Cambridge University Press
Publication Date 23 November 2006
Publication Country United Kingdom

Description

A key problem in practical image processing is that of detecting certain 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. A number of computationally efficient algorithms and techniques are then presented, 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.