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组件树理论和方法研究综述

杜树林 邱卫根 张立臣

计算机工程与应用2019,Vol.55Issue(12):44-53,10.
计算机工程与应用2019,Vol.55Issue(12):44-53,10.DOI:10.3778/j.issn.1002-8331.1903-0187

组件树理论和方法研究综述

Review of Component Tree Theory and Methods

杜树林 1邱卫根 1张立臣1

作者信息

  • 1. 广东工业大学 计算机学院,广州 510006
  • 折叠

摘要

Abstract

Component tree method is the further development of mathematical morphology theory and method. It uses a series of threshold sets to generate connected components, and constructs the hierarchical relations on them. A series of efficient image processing algorithms developed by using the component tree method are very suitable for the rapid extrac-tion of the underlying features of the image, and have been widely used in many fields, especially in the field of medical image processing. In this paper, the development and present situation of component tree methods are reviewed systemati-cally, and the existing component tree building algorithms and image processing algorithms based on component trees are summarized. Finally, this paper looks forward to the research of component tree in multi-valued(color)image correlation field, the fast construction of tree, and the parallel processing algorithm.

关键词

数学形态学/组件树/图像处理

Key words

mathematical morphology/ component tree/ image processing

分类

信息技术与安全科学

引用本文复制引用

杜树林,邱卫根,张立臣..组件树理论和方法研究综述[J].计算机工程与应用,2019,55(12):44-53,10.

基金项目

国家自然科学基金(No.61572142). (No.61572142)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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