Codage arithmetique pour la description d'une distribution

Details Codage arithmetique pour la description d'une distribution Codage arithmetique pour la description d'une distribution

2007-05-21

arxiv.org/abs/0705.2938v1

Statistics

Methodology

7 pages, 6 figures, in French, TAIMA'07 conference presentation http://taima.enst-bretagne.fr/

Scientific paper

Using predictive adaptive arithmetic coding and the Minimum Description Length principle, we derive an efficient tool for model selection problems : the RIC information criterion. We then present an extension of these coding techniques to non-parametrical estimation of a distribution and illustrate it on the gray scales histogram of an image. Key-words : Information criteria, MDL, model selection, non-parametrical estimation, histograms.

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