A novel method for image segmentation based on nature inspired algorithm

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 信息服务与智能控制技术研究室

	A novel method for image segmentation based on nature inspired algorithm
	Liu Y(刘洋); Hu KY(胡琨元); Zhu YL(朱云龙); Chen HN(陈瀚宁)
	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
内容类型	会议论文
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.