Georgy L Gimel'farb

(Author)

Image Textures and Gibbs Random Fields (Softcover Reprint of the Original 1st 1999)Paperback - Softcover Reprint of the Original 1st 1999, 14 October 2012

Image Textures and Gibbs Random Fields (Softcover Reprint of the Original 1st 1999)
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Part of Series
Computational Imaging and Vision
Print Length
251 pages
Language
English
Publisher
Springer
Date Published
14 Oct 2012
ISBN-10
9401059128
ISBN-13
9789401059121

Description

Image analysis is one of the most challenging areas in today's computer sci- ence, and image technologies are used in a host of applications. This book concentrates on image textures and presents novel techniques for their sim- ulation, retrieval, and segmentation using specific Gibbs random fields with multiple pairwise interaction between signals as probabilistic image models. These models and techniques were developed mainly during the previous five years (in relation to April 1999 when these words were written). While scanning these pages you may notice that, in spite of long equa- tions, the mathematical background is extremely simple. I have tried to avoid complex abstract constructions and give explicit physical (to be spe- cific, "image-based") explanations to all the mathematical notions involved. Therefore it is hoped that the book can be easily read both by professionals and graduate students in computer science and electrical engineering who take an interest in image analysis and synthesis. Perhaps, mathematicians studying applications of random fields may find here some less traditional, and thus controversial, views and techniques.

Product Details

Author:
Georgy L Gimel'farb
Book Edition:
Softcover Reprint of the Original 1st 1999
Book Format:
Paperback
Country of Origin:
NL
Date Published:
14 October 2012
Dimensions:
23.39 x 15.6 x 1.42 cm
ISBN-10:
9401059128
ISBN-13:
9789401059121
Language:
English
Location:
Dordrecht
Pages:
251
Publisher:
Weight:
381.02 gm

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