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基于两阶段区域生长的肝内血管分割算法

刘鑫 陈永健 万洪林 孙娜娜

计算机工程与应用Issue(12):194-197,218,5.
计算机工程与应用Issue(12):194-197,218,5.DOI:10.3778/j.issn.1002-8331.1407-0593

基于两阶段区域生长的肝内血管分割算法

Liver vessel segmentation algorithm using two-stage region growing

刘鑫 1陈永健 2万洪林 1孙娜娜1

作者信息

  • 1. 山东师范大学 物理与电子科学学院,济南 250014
  • 2. 海信集团有限公司,山东 青岛 266071
  • 折叠

摘要

Abstract

The algorithm for liver vessel segmentation is proposed by using the two-stage region growing. In the first stage, the 3D region growing constrained by intensity and variance is performed to isolate liver from CT sequence. Then the fol-lowing morphologic operations and median filter are employed to eliminate noise. In the second stage, another region growing restricted with intensity is used to extract vessels from the resulted 3D liver data. Compared to single region growing, the experimental results of 3D reconstruction by the method depict the accuracy of the proposed algorithm.

关键词

图像处理/血管分割/区域生长/形态学运算/手术模拟

Key words

image processing/vessel segmentation/region growing/morphologic operation/surgical simulation

分类

信息技术与安全科学

引用本文复制引用

刘鑫,陈永健,万洪林,孙娜娜..基于两阶段区域生长的肝内血管分割算法[J].计算机工程与应用,2015,(12):194-197,218,5.

基金项目

山东省自然科学基金(No.ZR2013FQ019);数字多媒体技术国家重点实验室开放课题(No.2013-01-1506)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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