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The Geometry of Random Fields
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Pages: 295
Authors: Robert J. Adler
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An important treatment of the geometric properties of sets generated by random fields, including a comprehensive treatment of the mathematical basics of random
Gaussian Markov Random Fields
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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 Fields
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Authors: Y.A. Rozanov
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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
Random Fields
Language: en
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Authors: Erik Vanmarcke
Categories: Mathematics
Type: BOOK - Published: 2010 - Publisher: World Scientific

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Random variation is a fact of life that provides substance to a wide range of problems in the sciences, engineering, and economics. There is a growing need in d