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一种新算法在ECT图像重建中的应用研究

孙昕 王桂权

计算机与数字工程2012,Vol.40Issue(9):94-96,112,4.
计算机与数字工程2012,Vol.40Issue(9):94-96,112,4.

一种新算法在ECT图像重建中的应用研究

A Novel Algorithm of the Application in the ECT Image Reconstruction

孙昕 1王桂权2

作者信息

  • 1. 哈尔滨医科大学基础医学院 哈尔滨 150081
  • 2. 哈尔滨理工大学计算机科学与技术学院 哈尔滨 150080
  • 折叠

摘要

Abstract

To solve the larger residual,small residual or zero residual problem and ihe slow convergence speed problem in ordinary iter-ation method, introducing NL2SOL optimization algorithm integrate the GaussNewton method, onv polynomial acceleration regularization it-erative capacitance tomography algorithm is proposed. On the basic of introducing the ultimate principle of 12-electrode electrical capacitance tomography system, the mathematical model of this algorithm is presented, and the convergence of this algorithm is proved by using the spectrum analysis. The proposed algorithm satisfy convergence conditions and small reconstruction error and having feasibility in the electri-cal capacitance tomography application is demonstrated through experiments.

关键词

多项式加速/图像重建/大残量/小残量/电容层析成像

Key words

polynomial acceleration/image reconstruction/big residual/small residual/electrical capacitance tomography

分类

信息技术与安全科学

引用本文复制引用

孙昕,王桂权..一种新算法在ECT图像重建中的应用研究[J].计算机与数字工程,2012,40(9):94-96,112,4.

基金项目

黑龙江省卫生厅科研课题(编号:2010-176)资助. (编号:2010-176)

计算机与数字工程

1672-9722

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