On Artifacts in Limited Data Spherical Radon Transform: Flat Observation Surfaces

Authors: Nguyễn Việt Linh,

https://doi.org/10.1137/140980740

Publisher, magazine: ,

Publication year: 2015

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Abstract

In this paper, we characterize the strength of the reconstructed singularities and artifacts in a reconstruction formula for limited data spherical Radon transform. Namely, we assume that the data is available only on a closed subset Γ of a hyperplane in Rn (n = 2, 3). We consider a reconstruction formula studied in some previous works, under the assumption that the data is only smoothed out to a finite order k near the boundary. For the problem in two-dimensional space when Γ is a line segment, the artifacts are generated by rotating a boundary singularity along a circle centered at an end point of Γ. We show that the artifacts are k orders smoother than the original singularity. For the problem in three-dimensional space when Γ is a rectangle, the artifacts are generated by rotating a boundary singularity around either a vertex or an edge of Γ. The artifacts obtained by a rotation around a vertex are 2k orders smoother than the original singularity. Meanwhile, the artifacts obtained by a rotation around an edge are k orders smoother than the original singularity. For both two- and three-dimensional problems, the visible singularities are reconstructed with the correct order. We therefore successfully quantify the geometric results obtained recently by Frikel and Quinto [SIAM J. Appl. Math., 75 (2015), pp. 703–725].

Tags: spherical Radon transform, limited data, singularities, artifacts