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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Language: en
Pages: 389
Authors: Gerhard Winkler
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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"This book is concerned with a probabilistic approach for image analysis, mostly from the Bayesian point of view, and the important Markov chain Monte Carlo met
Image Analysis, Random Fields and Dynamic Monte Carlo Methods
Language: en
Pages: 321
Authors: Gerhard Winkler
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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This text is concerned with a probabilistic approach to image analysis as initiated by U. GRENANDER, D. and S. GEMAN, B.R. HUNT and many others, and developed a
Markov Random Field Modeling in Image Analysis
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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 Chain Monte Carlo in Practice
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Authors: W.R. Gilks
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Type: BOOK - Published: 1995-12-01 - Publisher: CRC Press

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In a family study of breast cancer, epidemiologists in Southern California increase the power for detecting a gene-environment interaction. In Gambia, a study h
Energy Minimization Methods in Computer Vision and Pattern Recognition
Language: en
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Authors: Anand Rangarajan
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Type: BOOK - Published: 2005-10-19 - Publisher: Springer

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This book constitutes the refereed proceedings of the 5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMC