Particle swarm optimization based active contour model

Xiaogang Liu*, Xuemei Ren, Guangyue Xue

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, an active contour model is proposed for contour extraction based on a new particle swarm optimization (NPSO) to overcome the traditional active contour model's sensitivity to noise and initial position. The traditional snake is used to define the initial region and the fitness function for the swarm. Then, the contour of the object can be found using NPSO. Experiments are provided to show that the proposed model can not only extract the accurate contour but also reach good anti-noise performance.

源语言英语
主期刊名Proceedings of the 2012 International Conference on Communication, Electronics and Automation Engineering
出版商Springer Verlag
935-940
页数6
ISBN(印刷版)9783642316975
DOI
出版状态已出版 - 2013

出版系列

姓名Advances in Intelligent Systems and Computing
181 AISC
ISSN(印刷版)2194-5357

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