We address the problem of curvature estimation from sampled compact sets. The main contribution is a stability result: we show that the gaussian, mean or anisotropic curvature measures of the offset of a compact set K with positive $\mu$-reach can be estimated by the same curvature measures of the offset of a compact set K' close to K in the Hausdorff sense. We show how these curvature measures can be computed for finite unions of balls. The curvature measures of the offset of a compact set with positive $\mu$-reach can thus be approximated by the curvature measures of the offset of a point-cloud sample. These results can also be interpreted as a framework for an effective and robust notion of curvature
The Voronoi Covariance Measure of a compact set K of Rd is a tensor-valued measure that encodes geom...
Abstract. In this article, we study the (d−1)-volume and the covering numbers of the medial axis of ...
Often noisy point clouds are given as an approximation of a particular compact set of interest. A fi...
International audienceWe address the problem of curvature estimation from sampled compact sets. The ...
We address the problem of curvature estimation from sampled compact sets. The main contribution is a...
Abstract We study the boundary measures of compact subsets of the d-dimensional Euclidean space, whi...
The book describes how curvature measures can be introduced for certain classes of sets with singula...
International audienceThe estimation of differential quantities on oriented point cloud is a classic...
International audienceThe estimation of differential quantities on oriented point cloud is a classic...
This thesis deals with the general question of geometric inference. Given an object that is only kno...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
This thesis deals with the general question of geometric inference. Given an object that is only kno...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
The Voronoi Covariance Measure of a compact set K of Rd is a tensor-valued measure that encodes geom...
Abstract. In this article, we study the (d−1)-volume and the covering numbers of the medial axis of ...
Often noisy point clouds are given as an approximation of a particular compact set of interest. A fi...
International audienceWe address the problem of curvature estimation from sampled compact sets. The ...
We address the problem of curvature estimation from sampled compact sets. The main contribution is a...
Abstract We study the boundary measures of compact subsets of the d-dimensional Euclidean space, whi...
The book describes how curvature measures can be introduced for certain classes of sets with singula...
International audienceThe estimation of differential quantities on oriented point cloud is a classic...
International audienceThe estimation of differential quantities on oriented point cloud is a classic...
This thesis deals with the general question of geometric inference. Given an object that is only kno...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
This thesis deals with the general question of geometric inference. Given an object that is only kno...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
International audienceThis paper proposes a new mathematical and computational tool for infering the...
The Voronoi Covariance Measure of a compact set K of Rd is a tensor-valued measure that encodes geom...
Abstract. In this article, we study the (d−1)-volume and the covering numbers of the medial axis of ...
Often noisy point clouds are given as an approximation of a particular compact set of interest. A fi...