Analysis of Variance in Statistical Image Processing - Hardcover

Kurz, Ludwik; Benteftifa, M. Hafed

Hardcover

ISBN 10: 0521581826 ISBN 13: 9780521581820

Publisher: Cambridge University Press, 1997

Synopsis

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.

About this title

Book Description:

This book describes the basic principles of ANOVA techniques, and provides computationally efficient algorithms to deal with specific problems such as line, edge and object detection, as well as image restoration and enhancement. These algorithms can be used as the starting point for tackling new problems.

About this edition

• Publisher: Cambridge University Press
• Publication date: 1997
• ISBN 10: 0521581826
• ISBN 13: 9780521581820
• Binding: Hardcover
• Number of pages: 226