DocumentCode
2496305
Title
A filtering approach of iterative Tikhonov regularization method in ECT
Author
Lee, Seong-Hun ; Lee, Seon-Bong ; Kim, Yong-Sung ; Kim, Ji-Hoon ; Choi, Bong-Yeol ; Kim, Kyung-Youn
Author_Institution
Daegu Gyeongbuk Inst. of Sci. & Technol., Daegu
fYear
2006
fDate
22-25 Oct. 2006
Firstpage
919
Lastpage
922
Abstract
Electrical capacitance tomography (ECT) is a noninvasive imaging reconstruction technique to visualize cross-sectional permittivity distribution of dielectric objects inside a domain, which is based on the measured capacitance on the electrodes mounted on the periphery. Numerous iterative image reconstruction methods have been developed to accelerate convergence rate and to enhance the quality of the reconstructed image. In this paper, a modified iterative Tikhonov regularization method is proposed to obtain faster convergence rate. The propose algorithm employs a filter which can control reconstruction performance. Extensive computer simulations are provided to verify the improved reconstruction performance of the proposed algorithm.
Keywords
filtering theory; image reconstruction; tomography; ECT; convergence rate; cross-sectional permittivity distribution; dielectric objects; electrical capacitance tomography; filtering approach; iterative Tikhonov regularization method; noninvasive imaging reconstruction technique; Capacitance measurement; Convergence; Dielectrics; Electrical capacitance tomography; Filtering; Image reconstruction; Iterative algorithms; Iterative methods; Permittivity; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensors, 2006. 5th IEEE Conference on
Conference_Location
Daegu
ISSN
1930-0395
Print_ISBN
1-4244-0375-8
Electronic_ISBN
1930-0395
Type
conf
DOI
10.1109/ICSENS.2007.355616
Filename
4178768
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