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Communication Dans Un Congrès Année : 2009

Exact bayesian restoration in non-gaussian Markov-switching trees

Résumé

Multiresolution signal and image analysis and multiscale algorithms are of interest in many fields. In particular, efficient Bayesian restoration algorithms have been proposed for some tree structured Markovian models. In this paper we show that Bayesian filtering and prediction can be performed exactly, with complexity linear in time index, in a particular class of Triplet Markov Trees
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Dates et versions

hal-01365913 , version 1 (13-09-2016)

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  • HAL Id : hal-01365913 , version 1

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Noémie Bardel, François Desbouvries. Exact bayesian restoration in non-gaussian Markov-switching trees. S. Co. 2009 : Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction , Sep 2009, Milan, Italy. ⟨hal-01365913⟩
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