Title :
EIT image reconstruction using uniform total lead sensitivities
Author :
Gökgöz, M.B. ; Ülgen, Y.
Author_Institution :
Inst. of Biomed. Eng., Bogazici Univ., Istanbul, Turkey
fDate :
31 Oct-3 Nov 1996
Abstract :
The sensitivity matrix in the EIT reconstruction algorithms is ill-conditioned and its inverse very inaccurate. The reconstruction Is position dependent and the reconstruction errors increase as the object is moved closer to the center. In this study, the sensitivity matrix is modified to give a uniform total lead sensitivity values, independently of pixel position, for the 32 electrode adjacent drive/adjacent sense configuration. Reconstructions from simulated data show that the proposed method is far superior to other regularization techniques; with the FWHM value at the center decreased from 33% to 21.5%
Keywords :
Jacobian matrices; electric impedance imaging; image reconstruction; inverse problems; medical image processing; singular value decomposition; Jacobian matrix; adjacent drive/adjacent sense configuration; electric impedance tomography; ill-conditioned; image reconstruction; position dependent reconstruction; reconstruction errors; regularization techniques; sensitivity matrix; uniform total lead sensitivities; Biomedical engineering; Conductivity; Electrodes; Image reconstruction; Jacobian matrices; Matrix decomposition; Pixel; Reconstruction algorithms; Tomography; Voltage;
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
DOI :
10.1109/IEMBS.1996.651965