Title :
Implementation of Generalized Back Projection Algorithm in 3-D EIT
Author :
Wang, Hongbin ; Xu, Guizhi ; Zhang, Shuai ; Yin, Ning ; Yan, Weili
Author_Institution :
Province-Minist. Joint Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Hebei Univ. of Technol., Tianjin, China
fDate :
5/1/2011 12:00:00 AM
Abstract :
Electrical impedance tomography (EIT) is an imaging modality of determining imaging the interior conductivity distribution within an object. In the paper, generalized back projection algorithm (GBPA) is proposed for EIT image reconstruction. The algorithm is based on node back projection algorithm (NBPA), and extends projection range to arbitrary part of the object. To evaluate the proposed method, GBPA is first applied to image reconstruction using a simulated cylinder model. Compared with conventional back projection algorithm (BPA) and NBPA, the images reconstructed by GBPA are more accurate in terms of several metrics used in the paper. In addition, we present image reconstruction results using a 128-channel EIT system to demonstrate the performance of GBPA in real experiments.
Keywords :
Maxwell equations; electric impedance imaging; image reconstruction; 3D EIT; EIT image reconstruction; electrical impedance tomography; generalized back projection algorithm; interior conductivity distribution; node back projection algorithm; Conductivity; Electric potential; Electrodes; Finite element methods; Image reconstruction; Projection algorithms; Tomography; Electrical impedance tomography; generalized back projection algorithm; image evaluation; image reconstruction; inverse problems;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2010.2085423