Poisson overlapping microballs: self-similarity and X-ray images
Abstract
We study a random field obtained by counting the number of balls containing each point, when overlapping balls are thrown at random according to a Poisson random measure. We are particularly interested in the local asymptotical self-similarity (lass) properties of the field, as well as the action of X-ray transforms. We discover two different lass properties when considering the asymptotic either "in law" or "on the second order moment" and prove a relationship between the lass behavior of the field and the lass behavior of its X-ray transform. We also describe a microscopic process which leads to a multifractional behavior. These results can be exploited to model and analyze granular media, images or connections network.
- Publication:
-
arXiv Mathematics e-prints
- Pub Date:
- May 2005
- DOI:
- 10.48550/arXiv.math/0505635
- arXiv:
- arXiv:math/0505635
- Bibcode:
- 2005math......5635B
- Keywords:
-
- Mathematics - Probability;
- 60G60 (primary);
- 44A12;
- 60G57;
- 60G55;
- 60G12;
- 52A22;
- 60D05 (secondary)
- E-Print:
- A multifractional case is investigated and reference [10] is added. Former title: "Poisson microballs: self-similarity and directional analysis"