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Markov Random Fields and Their Applications
Language: en
Pages: 160
Authors: Ross Kindermann
Categories: Mathematics
Type: BOOK - Published: 1980 - Publisher:

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The study of Markov random fields has brought exciting new problems to probability theory which are being developed in parallel with basic investigation in othe
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 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
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