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用组合变尺度法求解电阻抗成像问题
COMBINED VARIABLE METRIC METHOD FOR SOLVING ELECTRICAL IMPEDANCE TOMOGRAPHY PROBLEM
【摘要】 本文研究了用于电阻抗成像(EIT)图像重建的快速计算梯度向量的方法,在此基础上提出了实现EIT的一种新的图像重建算法,即组合变尺度法。该算法的突出优点是与初始值选取无关、计算量小、具有整体收敛性、并具有较高的收敛速度。尤其当电极个数和像素个数增加时,它的计算量的增长速度较其他常用算法要慢得多。
【Abstract】 A fast algorithm is investigated to calculate gradient vector for image reconstruction of electrical impedance tomography. Based on this, a new image reconstruction algorithm named combined vairable metric method is proposed. The most important advantage of this algorithm is the property of independent initial value, small amount of calculations, the global convergency and higher convergence speed. Especially, the increase speed of calculation amount of this algorithm is much slower than others when the number of electrods and pixels are increasing.
【关键词】 图像重建;
电阻抗成像;
组合变尺度法;
反问题;
【Key words】 Image reconstruction; Electrical impedance tomography; Combined vairable metric method; Inverse problem;
【Key words】 Image reconstruction; Electrical impedance tomography; Combined vairable metric method; Inverse problem;
【基金】 航空科学基金
- 【文献出处】 中国生物医学工程学报 ,CHINESE JOURNAL OF BIOMEDICAL ENGINEERING , 编辑部邮箱 ,1997年02期
- 【分类号】R318.06
- 【被引频次】22
- 【下载频次】88