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Hardcover Markov Random Field Modeling in Image Analysis Book

ISBN: 1848002785

ISBN13: 9781848002784

Markov Random Field Modeling in Image Analysis

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Format: Hardcover

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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...

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