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肝脏CTA图像肋骨和脊椎骨分割方法研究

周洁 赵于前 唐建 姚爱萍

计算机工程与应用2009,Vol.45Issue(31):215-217,3.
计算机工程与应用2009,Vol.45Issue(31):215-217,3.DOI:10.3778/j.issn.1002-8331.2009.31.064

肝脏CTA图像肋骨和脊椎骨分割方法研究

Study on spines and ribs segmentation from liver CTA images

周洁 1赵于前 1唐建 1姚爱萍1

作者信息

  • 1. 中南大学,信息物理工程学院,长沙,410083
  • 折叠

摘要

Abstract

The segmentation of the spines and ribs is an important preprocessing work in the segmentation of liver from liver CTA images.Usually thresholding is chosen,but this method will result in integrant or over-segmentation.To solve this problem,the paper proposes a method combining regional anatomy with threshold to remove the spine and ribs.Based on the basic theory of regional anatomy,the method first builds four border characteristics lines,and then removes the spine and ribs through binary morphological reconstruction.The proposed method not only adapts to different images of the spine and ribs with different gray values,but also eliminates the impact of adjacent tissues with the similar gray scale.The experimental results show that the proposed method can segment the spines and ribs from liver CTA images efficiently and accurately.

关键词

阈值处理/形态学重构/CT血管造影(CTA)/肋骨和脊椎骨分割

Key words

thresholding/morphological reconstruction/Computed Tomography Angiography(CTA)/spines and ribs segmentation

分类

信息技术与安全科学

引用本文复制引用

周洁,赵于前,唐建,姚爱萍..肝脏CTA图像肋骨和脊椎骨分割方法研究[J].计算机工程与应用,2009,45(31):215-217,3.

基金项目

湖南省自然科学基金(the Natural Science Foundation of Hunan Province of China under Grant No.09JJ3119) (the Natural Science Foundation of Hunan Province of China under Grant No.09JJ3119)

中国博士后科学基金资助项目(No.20070420826) (No.20070420826)

湖南省博士后科研资助计划资助(No.2008RS4026) (No.2008RS4026)

湖南省大学生创新性实验计划资助项目(No.081053369). (No.081053369)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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