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基于局部优先的彩色图像分割算法

张琦 陈金勇 帅通

无线电工程2016,Vol.46Issue(8):27-30,4.
无线电工程2016,Vol.46Issue(8):27-30,4.DOI:10.3969/j.issn.1003-3106.2016.08.07

基于局部优先的彩色图像分割算法

A Color Image Segmentation Algorithm Based on Local Priority

张琦 1陈金勇 1帅通1

作者信息

  • 1. 中国电子科技集团公司第五十四研究所,河北 石家庄050081
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摘要

Abstract

In view of unfavorable clustering effect and high computational complexity for color image segmentation,a novel algo⁃rithm which can supply effective color image segmentation is proposed in this paper.The algorithm is only used for processing and opera⁃tion of small regions,thus significantly improving the computational complexity and the quality of image segmentation.Meanwhile,the local priority is defined,considering the lightness and other detailed information of small regions in order to reduce the probability of generating some inappropriate partitioning when constructing the graph by using only the lightness information of pixels.The experimental results show that this algorithm has better image segmentation effect.

关键词

彩色图像分割/均值漂移/通勤时间嵌入/局部优先

Key words

color image segmentation/mean shift/commute time embedding/local priority

分类

信息技术与安全科学

引用本文复制引用

张琦,陈金勇,帅通..基于局部优先的彩色图像分割算法[J].无线电工程,2016,46(8):27-30,4.

基金项目

中国博士后科学基金资助项目(2015M580217);河北省博士后科学基金资助项目( B2015005003)。 ()

无线电工程

1003-3106

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