The approximate inverse in action with an application to computerized tomography

Citation
A. Rieder et T. Schuster, The approximate inverse in action with an application to computerized tomography, SIAM J NUM, 37(6), 2000, pp. 1909-1929
Citations number
26
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON NUMERICAL ANALYSIS
ISSN journal
00361429 → ACNP
Volume
37
Issue
6
Year of publication
2000
Pages
1909 - 1929
Database
ISI
SICI code
0036-1429(20000526)37:6<1909:TAIIAW>2.0.ZU;2-G
Abstract
The approximate inverse is a scheme to obtain stable numerical inversion fo rmulae for linear operator equations of the rst kind. Yet, in some applicat ions the computation of a crucial ingredient, the reconstruction kernel, is time-consuming and instable. It may even happen that the kernel does not e xist for a particular semidiscrete system. To cure this dilemma we propose and analyze a technique that is based on a singular value decomposition of the underlying operator. The results are applied to the reconstruction prob lem in 2D-computerized tomography where they enable the design of reconstru ction filters and lead to a novel error analysis of the filtered backprojec tion algorithm.