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几种常用CT图像分割算法分析和探讨

毛慧华 王枫红 陈炽坤 赖泽鑫

计算机与数字工程2012,Vol.40Issue(1):101-103,108,4.
计算机与数字工程2012,Vol.40Issue(1):101-103,108,4.

几种常用CT图像分割算法分析和探讨

Research and Analysis of Several CT Image Segmentation Algorithm

毛慧华 1王枫红 1陈炽坤 1赖泽鑫1

作者信息

  • 1. 华南理工大学机械与汽车工程学院 广州510640
  • 折叠

摘要

Abstract

Image segmentation is an old and difficult problem in digital image processing. The segmentation quality is directly connected to the image processing follow-up. Therefore in the theoretical study and practical application it attracts researchers' extensive attention. In this paper, the current study uses several methods of segmentation, including thresholding segmentation, LOG algorithms segmentation, FCM clustering segmentation, and watershed segmentation. CT images are combined with image segmentation. This paper describes a variety of concepts and principles of segmentation. And the segmentation results are analyzed and discussed. Then it obtains the strengths and weaknesses of various methods and the direction of the main application. Follow-up study of these experimental results will provide a better scientific basis.

关键词

CT图像分割/阈值分割/LOG算子分割/FCM聚类分割/分水岭分割

Key words

CT image segmentation, thresholding segmentation, LOG algorithms segmentation, Fuzzyc-means(FCM) clustering segmentation, watershed segmentation

分类

信息技术与安全科学

引用本文复制引用

毛慧华,王枫红,陈炽坤,赖泽鑫..几种常用CT图像分割算法分析和探讨[J].计算机与数字工程,2012,40(1):101-103,108,4.

基金项目

中央基金项目(编号:x2jqD2104440)资助. (编号:x2jqD2104440)

计算机与数字工程

1672-9722

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