International audienceWe introduce the level perimeter integral and the total curvature integral associated with areal valued function f defined on the plane R^2 as integrals allowing to compute the perimeter of the excursion set of f above level t and the total (signed) curvature of itsboundary for almost every level t. Thanks to the Gauss-Bonnet theorem, the total curvature is directly related to theEuler Characteristic of the excursion set. We show that the level perimeter and the total curvature integrals can be explicitly computed in two different frameworks: smooth (at least C^2)functions and piecewise constant functions (also called here elementary functions). Considering 2D random fields (in particular shot noise random fields), w...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
AbstractFor a two-dimensional, homogeneous, Gaussian random field X(t) and compact, convex S ⊂ R2 we...
A monograph that is devoted to a fresh approach to geometric problems arising in the study of random...
International audienceWe introduce the level perimeter integral and the total curvature integral ass...
International audienceThe study of the geometry of excursion sets of 2D random fields is a question ...
We are interested in creating statistical methods to provide informative summaries of random fields ...
International audienceIn this paper, a random field, denoted by GTβν, is defined from the linear com...
The study of the geometry of excursion sets of 2D random fields, especially the perimeter or length ...
The study of the geometry of excursion sets of 2D random fields, especially the perimeter or length ...
Publié in Adv. Appl. Probab. 48:3, 726-743 (2016). DOI : https://doi.org/10.1017/apr.2016.24When a r...
Forthcoming (2017) in Journal of Theoretical ProbabilityOur interest in this paper is to explore lim...
We are interested in creating statistical methods to provide informative summaries of random fields ...
International audienceThe integral geometry of random fields has been investigated since the 1980s, ...
Gaussian fields are widely used for modelling spatial phenomena in disciplines such as cosmology, me...
We prove convergence of Hausdorff measure of level sets of smooth Gaussian fields when the levels co...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
AbstractFor a two-dimensional, homogeneous, Gaussian random field X(t) and compact, convex S ⊂ R2 we...
A monograph that is devoted to a fresh approach to geometric problems arising in the study of random...
International audienceWe introduce the level perimeter integral and the total curvature integral ass...
International audienceThe study of the geometry of excursion sets of 2D random fields is a question ...
We are interested in creating statistical methods to provide informative summaries of random fields ...
International audienceIn this paper, a random field, denoted by GTβν, is defined from the linear com...
The study of the geometry of excursion sets of 2D random fields, especially the perimeter or length ...
The study of the geometry of excursion sets of 2D random fields, especially the perimeter or length ...
Publié in Adv. Appl. Probab. 48:3, 726-743 (2016). DOI : https://doi.org/10.1017/apr.2016.24When a r...
Forthcoming (2017) in Journal of Theoretical ProbabilityOur interest in this paper is to explore lim...
We are interested in creating statistical methods to provide informative summaries of random fields ...
International audienceThe integral geometry of random fields has been investigated since the 1980s, ...
Gaussian fields are widely used for modelling spatial phenomena in disciplines such as cosmology, me...
We prove convergence of Hausdorff measure of level sets of smooth Gaussian fields when the levels co...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
AbstractFor a two-dimensional, homogeneous, Gaussian random field X(t) and compact, convex S ⊂ R2 we...
A monograph that is devoted to a fresh approach to geometric problems arising in the study of random...