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一种改进的心脏磁共振图像亚像素匹配方法

黄华 张小锋 刘露 江泽涛

计算机工程与应用2011,Vol.47Issue(17):162-164,174,4.
计算机工程与应用2011,Vol.47Issue(17):162-164,174,4.DOI:10.3778/j.issn.1002-8331.2011.17.044

一种改进的心脏磁共振图像亚像素匹配方法

Improved sub pixel match approach to cardiac MRI images.

黄华 1张小锋 1刘露 1江泽涛1

作者信息

  • 1. 南昌航空大学信息工程学院,南昌330063
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摘要

Abstract

Registration of myocardial perfusion MRI images is a typical method in heart process and analysis. For heart MRI time-series images, an improved sub pixel match approach based on cross-weighted moments and mutual information is presented, which adopts mixed registration strategies. Firstly, the cross-weighted moments are used in rough registration to rid those local extremums far away from a global optimal point. And then mutual information,combined with Powell and SA hybrid optimization algorithms, is taken as objective function to make accuracy and speed of image registration greatly improved.

关键词

亚像素匹配/Powell算法/模拟退火算法

Key words

sub pixel matching/Powell algorithm/ simulated annealing algorithm

分类

信息技术与安全科学

引用本文复制引用

黄华,张小锋,刘露,江泽涛..一种改进的心脏磁共振图像亚像素匹配方法[J].计算机工程与应用,2011,47(17):162-164,174,4.

计算机工程与应用

OACSCDCSTPCD

1002-8331

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