Image Segmentation Algorithm of PCB Based on Fuzzy Set and OTSU Theory

张鹏程; 刘若钧; 张记龙; 桂志国

您当前的位置：

首页 >

文章列表页 >

Image Segmentation Algorithm of PCB Based on Fuzzy Set and OTSU Theory

更新时间：2026-09-14

- Image Segmentation Algorithm of PCB Based on Fuzzy Set and OTSU Theory
- 基于模糊集和Otsu理论的PCB图像分割算法
- Vol. 30, Issue 4, Pages: 386-389(2009)
- 作者机构：
  
  中北大学山西省光电信息与仪器技术工程研究中心
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2009
- 稿件说明：
移动端阅览
张鹏程, 刘若钧, 张记龙, et al. Image Segmentation Algorithm of PCB Based on Fuzzy Set and OTSU Theory[J]. 2009, 30(4): 386-389.
DOI：

张鹏程, 刘若钧, 张记龙, et al. Image Segmentation Algorithm of PCB Based on Fuzzy Set and OTSU Theory[J]. 2009, 30(4): 386-389. DOI：

摘要

针对印刷电路板(Printed Circuit Board

PCB)的图像分割问题

对Otsu法进行了改进.即首先用基于Otsu法的双阈值分割方法分割出所需的模糊区域;然后根据PCB图像的特点

运用模糊集理论描述不良问题的能力

构造出图像的隶属度函数;最终形成了基于模糊集和Otsu的分割算法.利用该算法对各种PCB图像进行了分割实验

实验结果表明:该算法对PCB图像具有良好的分割效果.

Abstract

An improved Otsu algorithm is developed for the image segmentation of the printed circuit board(PCB).The fuzzy area is separated first by using double thresholds based on Otsu theory.Taking into account the characteristic of PCB images and making use of the ability of the fuzzy set theory depicting ambiguity

we construct the membership function of the images.Finally the algorithm based on fuzzy set and Otsu theory is formed.Many experiments were conducted on different images

and the results show that the algorithm has good segmentation performance for PCB images.

关键词

Keywords

references

张晓光,高顶.射线检测焊接缺陷的提取和自动识别[M].北京:国防工业出版社,2004:119-123.

Cheng H D,Jiang X H,Sun Y,et al.Color image segmentation:advances and prospects[J].Pattern Recognition,2001,34(12):2259-2281.

何斌,马天予,王运坚,等.Visual C++数字图像处理[M].北京:人民邮电出版社,2001:459-471.

Ng H H.Automatic thresholding for defect detection[J].Pattern Recognition Letters,2006,27:1644-1649.

付忠良.图像阈值选取方法-Otsu方法的推广[J].计算机应用,2000,20(5):37-39.Fu Zhongliang.The selecting method of image threshold-the popularization of otsu[J].Application Research ofComputers,2000,20(5):37-39.(in Chinese)

王新洲,史文中,王树良.模糊空间信息处理[M].武汉:武汉大学出版社,2003.

Li Zhenquan.Suitability of fuzzy reasoning methods[J].Fuzzy Sets and System,1998,108(3):299-311.

Views

191

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Corn Leaf Image Segmentation Based on Improved Kmeans Algorithm

Industrial Part Image Segmentation Method Based on Improved Level Set Model

Particle Seed Images Segmentation Method Based on the Improved Fuzzy C-means Clustering Algorithm

一种改进的FCM聚类算法在噪声图像分割中的应用

A New Active Contour Model for Image Segmentation

Related Author

靳鸿

石晨宇

王旭明

郭超凡

陈英皞

侯木舟

王高

陈婧

Related Institution

中北大学电气与控制工程学院

杭州山亿建设有限公司

中南大学数学与统计学院

山西工程职业技术学院电气工程系

中国航天科工集团第二研究院706所

⁰