Poisson random balls: self-similarity and X-ray images - Archive ouverte HAL
Article Dans Une Revue Advances in Applied Probability Année : 2006

Poisson random balls: self-similarity and X-ray images

Hermine Biermé
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Anne Estrade
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Résumé

We study a random field obtained by counting the number of balls containing a given point, when overlapping balls are thrown at random according to a Poisson random measure. We describe a microscopic process which exhibits a multifractional behavior. We are particularly interested in the local asymptotical self-similarity (lass) properties of the field, as well as in its X-ray transforms. We obtain two different lass properties when considering the asymptotics either "in law" or "in the sense of second-order moments" and prove a relationship between the lass behavior of the field and the lass behavior of its X-ray transform. These results can be used to model and analyze porous media, images or connection networks.
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Dates et versions

hal-00170277 , version 1 (07-09-2007)

Identifiants

  • HAL Id : hal-00170277 , version 1

Citer

Hermine Biermé, Anne Estrade. Poisson random balls: self-similarity and X-ray images. Advances in Applied Probability, 2006, 38, pp.853-872. ⟨hal-00170277⟩
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