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
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;
Conference_Titel :
Sensors, 2006. 5th IEEE Conference on
Conference_Location :
Daegu
Print_ISBN :
1-4244-0375-8
Electronic_ISBN :
1930-0395
DOI :
10.1109/ICSENS.2007.355616