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Markov Random Fields

2015
This chapter presents an introduction to Markov random fields (MRFs), also known as Markov networks, which are undirected graphical models. We describe how a Markov random field is represented, including its structure and parameters, with emphasis on regular MRFs.
openaire   +1 more source

Subsampling of Markov random fields

Journal of Visual Communication and Image Representation, 1992
openaire   +1 more source

MARKOV RANDOM FIELDS

Bulletin of the London Mathematical Society, 1984
Robert J. Adler, Yu A. Rozanov
openaire   +2 more sources

Hidden markov random field model selection criteria based on mean field-like approximations

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003
Florence Forbes
exaly  

Computation of Image Spatial Entropy Using Quadrilateral Markov Random Field

IEEE Transactions on Image Processing, 2009
Qolamreza R Razlighi   +2 more
exaly  

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