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题名: Color image segmentation using multilevel Thresholding-Hybrid particle swarm optimization
作者: Liu Y(刘洋); Hu KY(胡琨元); Zhu YL(朱云龙); Chen HN(陈瀚宁)
作者部门: 信息服务与智能控制技术研究室
会议名称: 2nd International Conference on Mechatronics and Automatic Control Systems
会议日期: September 20-21, 2014.
会议地点: Beijing, China
会议录: Lecture Notes in Electrical Engineering
会议录出版者: Springer Verlag
会议录出版地: Berlin
出版日期: 2014
页码: 661-668
收录类别: EI
ISSN号: 1876-1100
ISBN号: 978-3-319-13707-0
关键词: Image segmentation ; Multilevel thresholding ; Particle swarm optimization (PSO) ; Hybrid particle swarm optimization (HPSO)
摘要: This chapter presents a novel multilevel threshold approach based on improved particle swarm optimization called as hybrid particle swarm optimization (HPSO), which can combine the advantages of the particle swarm optimization and the neighbor searching of artificial bee colony algorithm for color image segmentation. Experimental results show that the proposed approach adopts the multilevel threshold technique based on the improved HPSO algorithm to obtain a higher quality adequate segmentation; at the same time, it can also reduce the CPU processing time and eliminate the particles falling into local minima.
语种: 英语
产权排序: 1
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/16812
Appears in Collections:信息服务与智能控制技术研究室_会议论文

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文件名: Color image segmentation using multilevel Thresholding-Hybrid particle swarm optimization.pdf
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