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9780521031967

Analysis of Variance in Statistical Image Processing

by
  • ISBN13:

    9780521031967

  • ISBN10:

    0521031966

  • Format: Paperback
  • Copyright: 2006-11-23
  • Publisher: Cambridge University Press

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Summary

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.

Table of Contents

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
Table of Contents provided by Publisher. All Rights Reserved.

Supplemental Materials

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