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基于顺序形态学的医学图像插值算法的研究
引用本文:徐艳蕾,赵继印,李敏,赵婷婷. 基于顺序形态学的医学图像插值算法的研究[J]. 电子学报, 2010, 38(5): 1002-1007
作者姓名:徐艳蕾  赵继印  李敏  赵婷婷
作者单位:吉林农业大学信息技术学院,吉林长春,130118;吉林大学通信工程学院,吉林长春,130022;大连民族学院机电信息工程学院,辽宁大连,116600;浙江大学理学院,浙江杭州,310058
基金项目:吉林省科技发展计划,大连民族学院人才引进基金 
摘    要:医学图像插值方法是医学图像三维重建的关键技术,插值的结果直接决定了三维重建的效果.本文在深入研究了顺序形态学理论的基础上,提出了一种基于顺序形态学的插值算法,该算法采用百分位膨胀和腐蚀算子,解决了线性插值和形状插值等算法产生的边界模糊的问题.仿真实验表明该算法产生的断层图像和原有断层图像过渡自然,为后续的医学图像三维重建奠定了基础.

关 键 词:医学图像插值  顺序形态学  百分位膨胀  百分位腐蚀
收稿时间:2009-06-19
修稿时间:2010-01-15

The Interpolation Arithmetic Study of Medical Image Based on the Order Morphology
XU Yan-lei,ZHAO Ji-yin,LI Min,ZHAO Ting-ting. The Interpolation Arithmetic Study of Medical Image Based on the Order Morphology[J]. Acta Electronica Sinica, 2010, 38(5): 1002-1007
Authors:XU Yan-lei  ZHAO Ji-yin  LI Min  ZHAO Ting-ting
Affiliation:1.College of Information and Technology,Jilin Agriculture University,Changchun,Jilin 130118,China;2.School of Communication Engineering,Jilin University,Changchun,Jilin 130022,China;3.College of Electromechanical and information Engineering,Dalian Nationalities University,Dalian,Liaoning 116600,China;4College of Science,Zhejiang University,Hangzhou,Zhejiang 310058,China
Abstract:The interpolation method of medical image is the key technology in domain of 3-d reconstruction of medical image.In this paper,a new interpolation algorithm based on order morphology is presented.The algorithm is implemented using percent dilation and erosion operations to resolve edge illegibility of the other interpolation algorithms like linear interpolation.The order morphological interpolation technique is compared to an existing shape based interpolation method and its advantages include superiority capability on handling various cases such as the branching and holes problem (appearance and disappearance of information) and more accurate volume estimation.By simulation,the arithmetic is proved an effective method,and the produced slice image is similar to original slice image.
Keywords:medical image interpolation  order morphology  percent dilation  percent erosion
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