ENGLISH

Analysis of Variance in Statistical Image Processing

By Ludwik Kurz , M. Hafed Benteftifa

Book information

Year
2006
ISBN
9780521031967, 9780511530166, 0521581826, 0521031966, 0511530161, 9780521581820
LCC
TA1637 .K87 1997
Open Library ID
OL7714847M
Language
english
Format
PDF
Filesize
12 MB (12181603 bytes)
Pages
228\224
Time added
2011-06-04 13:46:07

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 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.

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