A novel method for image segmentation based on nature inspired algorithm
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)
|
| 出版日期 | 2014 |
| 会议名称 | 10th International Conference on Intelligent Computing, ICIC 2014 |
| 会议日期 | August 3-6, 2014 |
| 会议地点 | Taiyuan, China |
| 关键词 | Algorithms Bioinformatics Digital libraries Face recognition Intelligent computing Medical imaging Particle swarm optimization (PSO) |
| 页码 | 390-402 |
| 中文摘要 | Image segmentation is of great importance in the fields of computer vision, face recognition, medical imaging, digital libraries, and video retrieval. This paper presents a novel method for image segmentation based on a Hybrid particle swarm algorithm, which combines the advantages of swarm intelligence and the natural selection mechanism of artificial bee colony algorithm. Experimental results show that the proposed method can reach a higher quality adequate segmentation, reduce the CPU processing time and eliminate the particles falling into local minima. © 2014 Springer International Publishing Switzerland. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | IEEE Computational Intelligence Society; International Neural Network Society; National Science Foundation of China |
| 会议录 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
 |
| 会议录出版者 | Springer Verlag |
| 会议录出版地 | Berlin |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 978-3-319-09329-1 |
| WOS记录号 | WOS:000345518100046 |
| 源URL | [http://ir.sia.cn/handle/173321/15041]  |
| 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. A novel method for image segmentation based on nature inspired algorithm[C]. 见:10th International Conference on Intelligent Computing, ICIC 2014. Taiyuan, China. August 3-6, 2014. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。