Title :
An Approach to 3-D EIT Based on Generalized Back-Projection Method via Node Analysis
Author :
Wang, Hongbin ; Xu, Guizhi ; Li, Ying ; Yan, Weili
Author_Institution :
Province-Minist. Joint Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Univ. of Technol., Tianjin, China
Abstract :
In this paper, we propose a new algorithm named generalized back projection algorithm via node analysis (GBPA-NA), with purpose of solving low resolution problem in electrical impedance tomography (EIT) reconstruction images. The new method calculates projection matrix in integral form instead of differential form, so that the reconstructed images resolution is improved for residual error reduced. GBPA-NA is applied to image reconstruction using a simulation cylinder model and real experimental model of 128-channel EIT system respectively. The results indicate that the quality of images reconstructed by GBPA-NA is better than that of the previous back-projection-based algorithms accessed by four metrics. The proposed method is promising in clinic feasibly.
Keywords :
computerised tomography; electric impedance imaging; image reconstruction; image resolution; matrix algebra; medical image processing; 3D EIT; GBPA-NA; electrical impedance tomography; generalized backprojection method; image reconstruction; image resolution; node analysis; projection matrix; simulation cylinder model; Conductivity; Electric potential; Finite element methods; Image reconstruction; Impedance; Projection algorithms; Tomography;
Conference_Titel :
Electromagnetic Field Problems and Applications (ICEF), 2012 Sixth International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-1-4673-1333-9
DOI :
10.1109/ICEF.2012.6310355