SIA OpenIR  > 光电信息技术研究室
一种改进的势函数聚类多阈值图像分割算法
Alternative TitleImproved multi-threshold image segmentation algorithm based on potential function clustering
张志佳; 黄莎白; 史泽林
Department光电信息研究室
Source Publication光电工程
ISSN1003-501X
2005
Volume32Issue:8Pages:64-68
Indexed ByEI ; CSCD
EI Accession number2005419405999
CSCD IDCSCD:2097632
Contribution Rank1
Funding Organization中国科学院科技创新基金资助项目(A010416)
Keyword图像分割 势函数 多阈值 鲁棒性
Abstract针对基于势函数聚类的多阈值图像分割算法的不足,定义了伪势的概念,并在原算法基础上提出了一种改进的图像分割算法。由伪势概念确定了伪势合并的判别方法,按照此方法,当相邻的两个峰之间的距离小于所定义的自适应模糊伪势因子时,则应该进行伪势合并。改进后的算法在计算剩余势函数时判断是否存在伪势,然后在势划分函数组的确定过程中相应地进行伪势合并计算。利用多幅图像进行了多阈值分割的仿真试验,结果表明,改进的基于势函数的多阈值图像分割算法具有更好的鲁棒性和分割效果。
Other AbstractAiming at the disadvantage of multi-threshold image segmentation algorithm based on potential function clustering, a concept of false potential is defined and an improved image segmentation algorithm is proposed on the basis of an original algorithm. According to this method, when the distance between the adjacent peaks is less than the adaptive fuzzy false potential factor, the false potential mergence should be implemented. The improved algorithm will judge if there are false potentials when calculating the residual potential function and if false potentials exist, implement false potential mergence in the process of dividing the potential function groups. The segmentation experiment for several images shows that the improved algorithm possesses better segmentation and more robust performance than the original algorithm.
Language中文
Citation statistics
Cited Times:3[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/5906
Collection光电信息技术研究室
Corresponding Author张志佳
Affiliation1.中国科学院沈阳自动化研究所
2.中国科学院研究生院
Recommended Citation
GB/T 7714
张志佳,黄莎白,史泽林. 一种改进的势函数聚类多阈值图像分割算法[J]. 光电工程,2005,32(8):64-68.
APA 张志佳,黄莎白,&史泽林.(2005).一种改进的势函数聚类多阈值图像分割算法.光电工程,32(8),64-68.
MLA 张志佳,et al."一种改进的势函数聚类多阈值图像分割算法".光电工程 32.8(2005):64-68.
Files in This Item:
File Name/Size DocType Version Access License
GDGC200508016.pdf(292KB) 开放获取CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[张志佳]'s Articles
[黄莎白]'s Articles
[史泽林]'s Articles
Baidu academic
Similar articles in Baidu academic
[张志佳]'s Articles
[黄莎白]'s Articles
[史泽林]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[张志佳]'s Articles
[黄莎白]'s Articles
[史泽林]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: GDGC200508016.pdf
Format: Adobe PDF
This file does not support browsing at this time
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.