zbMATH — the first resource for mathematics

Multidimensional integral inversion, with applications in shape reconstruction. (English) Zbl 1099.65128
The paper concerns a reconstruction of a function or its domain from its moments. The case of multidimensional general compact objects is under consideration. It is shown how a bivariate Stielties transform of a square-integrable function \(f\) with compact support and with finite moments can be approximated by homogeneous Padé approximants on the slices: \(S_\theta\theta=\{(z\cos \theta,z\sin\theta)\); \(z\in R\}\) in the 2-dimensional case. In the proposed shape reconstruction algorithm the given moments are used for computing Padé approximants.
Then the inverse problem of computing the function \(f\) on a discrete set from the approximate Stielties transform is solved by using a truncated singular value decomposition for the regularization of the obtained ill-conditioning system of linear equations. The procedure is extended to three-dimensional case. The new technique is illustrated by several numerical examples of the reconstruction. Two- and three-dimensional objects are reconstructed by approximating their characteristic functions or the function describing the top surface of a cylindrical object.

65R10 Numerical methods for integral transforms
44A60 Moment problems
65F20 Numerical solutions to overdetermined systems, pseudoinverses
65D32 Numerical quadrature and cubature formulas
41A21 Padé approximation
44A15 Special integral transforms (Legendre, Hilbert, etc.)
Full Text: DOI