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Markov Random Fields
Language: en
Pages: 207
Authors: Y.A. Rozanov
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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In this book we study Markov random functions of several variables. What is traditionally meant by the Markov property for a random process (a random function o
Markov Random Fields for Vision and Image Processing
Language: en
Pages: 472
Authors: Andrew Blake
Categories: Computers
Type: BOOK - Published: 2011-07-22 - Publisher: MIT Press

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State-of-the-art research on MRFs, successful MRF applications, and advanced topics for future study. This volume demonstrates the power of the Markov random fi
Gaussian Markov Random Fields
Language: en
Pages: 280
Authors: Havard Rue
Categories: Mathematics
Type: BOOK - Published: 2005-02-18 - Publisher: CRC Press

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Gaussian Markov Random Field (GMRF) models are most widely used in spatial statistics - a very active area of research in which few up-to-date reference works a
Markov Random Field Modeling in Image Analysis
Language: en
Pages: 372
Authors: Stan Z. Li
Categories: Computers
Type: BOOK - Published: 2009-04-03 - Publisher: Springer Science & Business Media

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Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. It enables us to develop optimal
Markov Random Fields
Language: en
Pages: 608
Authors: Rama Chellappa
Categories: Mathematics
Type: BOOK - Published: 1993 - Publisher:

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Introduces the theory and application of Markov random fields in image processing/computer vision. Modelling images through the local interaction of Markov mode