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Restriction of a Markov Random Field on a Graph and Multiresolution Statistical Image Modeling (1996)  (Make Corrections)  (2 citations)
Patrick Pérez, Fabrice Heitz



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Abstract: The association of statistical models and multiresolution data analysis in a consistent and tractable mathematical framework remains an intricate theoretical and practical issue. Several consistent approaches have been proposed recently to combine Markov Random Field (MRF) models and multiresolution algorithms in image analysis: renormalization group, subsampling of stochastic processes, MRF's defined on trees or pyramids, etc. For the simulation or a practical use of these models in... (Update)

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BibTeX entry:   (Update)

P. Perez and F. Heitz, "Restriction of a Markov random field on a graph and multiresolution statistical image modeling", IEEE Trans. Inform. Theory, vol. 42, pp. 180--190, January 1996. http://citeseer.ist.psu.edu/article/perez96restriction.html   More

@misc{ perez96restriction,
  author = "P. Perez and F. Heitz",
  title = "Restriction of a Markov random field on a graph and multiresolution statistical
    image modeling",
  text = "P. Perez and F. Heitz, Restriction of a Markov random field on a graph
    and multiresolution statistical image modeling, IEEE Trans. Inform. Theory,
    vol. 42, pp. 180--190, January 1996.",
  year = "1996",
  url = "citeseer.ist.psu.edu/article/perez96restriction.html" }
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