ENGLISH

Bayesian Approach to Image Interpretation

By Sunil K. Kopparapu , Uday B. Desai

Book information

Publisher
Kluwer Academic Publishers
Year
2001
ISBN
0792373723, 9780792373728
Open Library ID
OL18171504M
Language
english
Format
DJVU
Filesize
1 MB (1412289 bytes)
Series
The Kluwer international series in engineering and computer science SECS 616
Edition
1
Pages
144\144
Library
Kolxo3
DPI
300
Time added
2009-07-20 03:45:11
Информатика и вычислительная техника;Обработка мед

Description

Writing for students and researchers in the field, Kopparapu (research and development for a private company in Bangalore, India) and Desai (electrical engineering, Indian Institute of Technology, Bombay) present a description and up-to-date treatment of image interpretation. The initial chapters describe the state of research, Markov random fields, their application to computer vision, the concept of cliques, and Bayesian network image interpretation. The authors then propose a new approach that applies synergism between the process of segmentation and interpretation in a multi-resolution framework and presents a joint segmentation and image interpretation algorithm.

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