Using regularization methods for image reconstruction of electrical capacitance tomography

Citation
Lh. Peng et al., Using regularization methods for image reconstruction of electrical capacitance tomography, PART PART S, 17(3), 2000, pp. 96-104
Citations number
21
Categorie Soggetti
Chemical Engineering
Journal title
PARTICLE & PARTICLE SYSTEMS CHARACTERIZATION
ISSN journal
09340866 → ACNP
Volume
17
Issue
3
Year of publication
2000
Pages
96 - 104
Database
ISI
SICI code
0934-0866(200010)17:3<96:URMFIR>2.0.ZU;2-D
Abstract
Image reconstruction of electrical capacitance tomography (ECT) is a typica l inverse problem owing to non-linearity and ill-posedness. At the same tim e, progress towards the solution of this kind of problem has been made at g ood speed as a branch of mathematics in the past three decades. In this pap er, most of the regularization tools developed for the inverse problem are applied to the reconstruction of various simulated images by ECT. The resul ts show promise for ECT image reconstruction by regularization methods. The non-linearity of the sensitivity matrix seems to be the major problem.