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引入判别准则的主动轮廓分割模型

赵方珍 丁德红 李立信 卢利莉

红外技术2016,Vol.38Issue(4):325-332,8.
红外技术2016,Vol.38Issue(4):325-332,8.

引入判别准则的主动轮廓分割模型

The Active Contour Segmentation Model with Criterion Introduced

赵方珍 1丁德红 1李立信 2卢利莉1

作者信息

  • 1. 贺州学院计算机科学与信息工程学院,广西贺州 542899
  • 2. 湖南文理学院计算机科学与技术学院,湖南常德 415000
  • 折叠

摘要

Abstract

In image segmentation, active contour model based on regional information application is difficult to make the robustness of initial contour line and the ability of segmenting heterogeneous image segmentation unified effectively. In view of these disadvantages, according to the principle of Fisher discriminant criterion, this paper gets an improved active contour model based on regional information, which is on the basis of active contour model with the global regional information and local regional information, by transforming local regional information item and introducing the discrimination criterion information. The improved model not only enhances the initial position of robustness, but also can effectively deal with intensity heterogeneous image. The property of this model is verified by experiments.

关键词

主动轮廓模型/图像分割/判别准则

Key words

active contour model/image segmentation/discrimination criterion

分类

信息技术与安全科学

引用本文复制引用

赵方珍,丁德红,李立信,卢利莉..引入判别准则的主动轮廓分割模型[J].红外技术,2016,38(4):325-332,8.

基金项目

广西高校科研项目(KY2015ZD127) (KY2015ZD127)

湖南文理学院博士科研启动基金项目 ()

广西高校科学技术研究项目重点项目(ZD2014129). (ZD2014129)

红外技术

OA北大核心CSCDCSTPCD

1001-8891

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