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均方误差控制步长恒模医学CT图像盲均衡算法

孙云山 张立毅 段继忠

计算机工程与应用2011,Vol.47Issue(31):164-166,248,4.
计算机工程与应用2011,Vol.47Issue(31):164-166,248,4.DOI:10.3778/j.issn.1002-8331.2011.31.047

均方误差控制步长恒模医学CT图像盲均衡算法

Research of variable step-size constant modulus medical CT image blind equalization algorithm based on mean square error

孙云山 1张立毅 2段继忠1

作者信息

  • 1. 天津大学电子信息工程学院,天津300072
  • 2. 天津商业大学信息工程学院,天津300134
  • 折叠

摘要

Abstract

A novel adaptive variable step-size constant module medical CT image blind equalization algorithm is proposed. The process of image restoration transformed by a linear operation is equivalent to one dimensional blind equalization.The constant modulus blind equalization cost function applied to medical CT image is foundedThe mean square error is utilized as step-size control factor to speed up the convergence and improve the performance of the algorithm.Computer simulations show that new algorithm improves peak signal to noise ratio, restoration effects and efficiency of operations, and speeds up the convergence speed.

关键词

盲均衡/恒模算法/CT图像/均方误差/时变步长

Key words

blind equalization/constant module algorithm/CT image/mean square error/variable step-size

分类

信息技术与安全科学

引用本文复制引用

孙云山,张立毅,段继忠..均方误差控制步长恒模医学CT图像盲均衡算法[J].计算机工程与应用,2011,47(31):164-166,248,4.

基金项目

山西省自然科学基金(the Natural Science Foundation of Shanxi Province of China under Grant No.2011011015-3) (the Natural Science Foundation of Shanxi Province of China under Grant No.2011011015-3)

山西省科技攻关项目(No.20090321020) (No.20090321020)

天津市高等学校科技发展基金(No.20060610) (No.20060610)

天津商业大学青年培育基金项目. ()

计算机工程与应用

OACSCDCSTPCD

1002-8331

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