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图空间上自适应形态学算子

马塾亮 王俊平 邓晟 冯玉颖

电子学报2018,Vol.46Issue(1):118-126,9.
电子学报2018,Vol.46Issue(1):118-126,9.DOI:10.3969/j.issn.0372-2112.2018.01.017

图空间上自适应形态学算子

Adaptive Morphological Operator on Graph Space

马塾亮 1王俊平 1邓晟 1冯玉颖1

作者信息

  • 1. 西安电子科技大学通信工程学院,陕西西安710071
  • 折叠

摘要

Abstract

In order to solve the problem of fixed structure element in traditional mathematical morphology on graph space,the concept of similarity weight on graph space is put forward,and the adaptive structure graph is defined.The property of structure graph is analyzed and proved.The new adaptive morphological operator on graph space is advanced on this basis and the properties of the operator are put forward and analyzed theoretically.The new operator considers not only the local feature of image pixels but also the global features of continuous pixels.The experimental results show that the new operator is superior to existing color morphology in maintaining integrity and correlation of the image information,and can select threshold value and structure element according to the characteristics of the image,thus it has a broad application prospect in more sophisticated image processing aspects.

关键词

自适应形态学/图空间/结构元素/相似权/极值提取算法/阈值

Key words

adaptive morphology/graph space/structure element/similarity weight/extreme extraction algorithm/threshold value

分类

信息技术与安全科学

引用本文复制引用

马塾亮,王俊平,邓晟,冯玉颖..图空间上自适应形态学算子[J].电子学报,2018,46(1):118-126,9.

基金项目

国家自然科学基金(No.61173088) (No.61173088)

西安市产业技术创新计划(No.CX1248⑤) (No.CX1248⑤)

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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