ISBN 9784431703099,Markov Random Field Modeling in Image Analysis

Markov Random Field Modeling in Image Analysis

Author:

S.Z. Li

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ISBN 9784431703099
Publisher

Ingram Publisher Services

Publication Year 2001
ISBN-13

ISBN 9784431703099

ISBN-10 4431703098
Binding

Paperback

Edition 2nd Revised edition
Number of Pages XIX, Pages
Subject

Graphical & digital media applications

Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. This book presents a study on the use of MRFs for solving computer vision problems. It covers: introduction to fundamental theories, formulations of MRF vision models, MRF parameter estimation, and optimization algorithms.
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