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.