李建明

个人信息Personal Information

副教授

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:计算机科学与技术学院

电子邮箱:lijm@dlut.edu.cn

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The maximum variance between clusters method of image segmentation based on particle swarm optimization

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论文类型:会议论文

发表时间:2006-08-13

收录刊物:EI、CPCI-S、Scopus

卷号:2006

页面范围:3765-+

关键字:image segmentation; PSO; OTSU

摘要:This essay proposes a. maximum variance between clusters method of Image Segmentation (OTSU) Based on PSO. The method in this paper makes use of particle swarm algorism and achieves a great acceleration to the traditional OTSU. On that basis, we also applied the parallelism technology in particle-swarm algorism and rind an optimal threshold, so we can segment images with this threshold. The result proves that we not only raised the speed highly but also achieved a great efficiency, due to the discrete global searching algorism we adopted.