DocumentCode :
2681205
Title :
An Improved Reconstruction Method of MIT Based on One-Step NOSER
Author :
Du, Qiang ; Bai, Baodong ; Pang, Peipei ; Ke, Li
Author_Institution :
Inst. of Biomed. & Electromagn. Eng., Shenyang Univ. of Technol., Shenyang, China
fYear :
2012
fDate :
28-30 May 2012
Firstpage :
723
Lastpage :
726
Abstract :
Magnetic induction tomography (MIT) is a new biologic tomography technology with the feature of harmless, non-invasive and convenience. The resolution and speed of image reconstruction algorithm is critical for improving the performance of MIT system and its application. Newton-One-Step Error Reconstruct or (NOSER) is a common reconstruction algorithm in MIT, but the slight variations of original data will impact the reconstructed images because of Hessian matrix which is ill-posed in the process of NOSER. In this paper, the NOSER was improved by eigen value threshold(ET) which was used to modify Hessian matrix. Compared with NOSER and Tikhonov regularization, the algorithm might improve the image resolution and anti-noise characteristic. Because the algorithm has no iterative procedure, it also was able to enhance imaging speed. The reconstruction results of varied imaging models demonstrate that the algorithm could potentially improve the performance of the MIT system and promote the application of the technology.
Keywords :
Hessian matrices; eigenvalues and eigenfunctions; image reconstruction; image resolution; medical image processing; tomography; ET; Hessian matrix; MIT; NOSER; Newton-one-step error reconstruct; biologic tomography technology; eigenvalue threshold; image reconstruction; image resolution; improved reconstruction method; magnetic induction tomography; Conductivity; Image reconstruction; Jacobian matrices; Magnetic resonance imaging; Reconstruction algorithms; Hessian matrix; eigenvalue threshold; magnetic induction tomography (MIT); reconstruction algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on
Conference_Location :
Macau, Macao
Print_ISBN :
978-1-4577-1987-5
Type :
conf
DOI :
10.1109/iCBEB.2012.60
Filename :
6245221
Link To Document :
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