4.5 Article

Image reconstruction for electrical capacitance tomography by using soft-thresholding iterative method with adaptive regulation parameter

Journal

MEASUREMENT SCIENCE AND TECHNOLOGY
Volume 24, Issue 8, Pages -

Publisher

IOP PUBLISHING LTD
DOI: 10.1088/0957-0233/24/8/085402

Keywords

capacitance tomography; image reconstruction; Landweber algorithm; soft-thresholding method

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Electrical capacitance tomography (ECT) is a promising technology for visualization of permittivity distributions inside a volume. Fast and high spatial resolution algorithm is still a challenging task. In this paper, we present a novel soft-thresholding iterative method for ECT image reconstruction. An adaptive selection of regulation parameter is proposed based on the capacitance error in the Landweber algorithm. Both simulation and experimental results show that the image quality of the new method is comparable to that of the projected Landweber method, and in most test cases, the new method is faster than the projected Landweber method.

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