Color image segmentation using multilevel Thresholding-Hybrid particle swarm optimization
文献类型：会议论文
| 作者 | Liu Y(刘洋); Hu KY(胡琨元) ; Zhu YL(朱云龙); Chen HN(陈瀚宁)
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| 出版日期 | 2014 |
| 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 |
| 关键词 | Image segmentation Multilevel thresholding Particle swarm optimization (PSO) Hybrid particle swarm optimization (HPSO) |
| 页码 | 661-668 |
| 中文摘要 | 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. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议录 | Lecture Notes in Electrical Engineering
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| 会议录出版者 | Springer Verlag |
| 会议录出版地 | Berlin |
| 语种 | 英语 |
| ISSN号 | 1876-1100 |
| ISBN号 | 978-3-319-13707-0 |
| 源URL | [http://ir.sia.cn/handle/173321/16812]  |
| 专题 | 沈阳自动化研究所_信息服务与智能控制技术研究室 |
| 推荐引用方式 GB/T 7714 | Liu Y,Hu KY,Zhu YL,et al. Color image segmentation using multilevel Thresholding-Hybrid particle swarm optimization[C]. 见:2nd International Conference on Mechatronics and Automatic Control Systems. Beijing, China. September 20-21, 2014.. |
入库方式： OAI收割
来源：沈阳自动化研究所
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