Dynamic EIT image reconstruction using regularization based on conjugate gradients

P. Yan, Zhi Yuan
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引用次数: 3

Abstract

In order to solving the illness problem and improving the quality of the reconstructed image in dynamic Electrical Impedance Tomography (EIT), this paper proposes a method of image reconstruction using the conjugate gradients (CG) algorithm with regularized pre-processing factors. As the number of condition in coefficient matrix is decreased, the algorithm will have more rapid convergence. The imaging result of computer simulation and salt water tank experiment has shown that when the impedance change is small in dynamic EIT imaging, certain accuracy can be guaranteed in EIT result approximation using this method.
基于共轭梯度正则化的动态EIT图像重建
为了解决动态电阻抗断层成像(EIT)中的病态问题,提高重建图像的质量,提出了一种采用正则化预处理因子的共轭梯度(CG)算法进行图像重建的方法。随着系数矩阵中条件个数的减少,算法收敛速度加快。计算机模拟和盐水箱实验的成像结果表明,在阻抗变化较小的情况下,采用该方法可以保证动态电阻抗成像结果的近似精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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