Markov Random Field Modeling in Image Analysis

by Stan Z. Li and Li

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Book Overview

Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. It enables us to develop optimal vision algorithms systematically when used with optimization principles. This book presents a comprehensive study on the use of MRFs for solving computer vision problems. Various vision models are presented in a unified framework, including image restoration and reconstruction, edge and...

Format:Hardcover

Language:English

ISBN:1848002785

ISBN13:9781848002784

Release Date:April 2009

Publisher:Springer

Length:362 Pages

Weight:1.45 lbs.

Dimensions:0.9" x 6.1" x 9.3"

Related Subjects

Computers Computers & Technology Engineering Technology

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Markov Random Field Modeling in Image Analysis

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