Computer Engineering and Applications ›› 2009, Vol. 45 ›› Issue (16): 188-189.DOI: 10.3778/j.issn.1002-8331.2009.16.055
• 图形、图像、模式识别 • Previous Articles Next Articles
ZHANG Ling-yan,YAN Li,CHEN Ying,ZHANG Huan
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张玲艳,闫 丽,陈 颖,张 欢
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Abstract: In the classical level set method of implementing geodesic active contours model,upwind scheme is adopted.It needs small time step and re-initialization for every few iterations,so it is inefficient.Accordingly,this paper introduces a variational level set method based on geodesic active contours.Through introducing an enforcement for level set function,re-initialization is never needed.By experiment,the result shows that this method is effective and stable.
Key words: Geodesic Active Contour(GAC), variational level set method, curve evolution
摘要: 传统的实现测地线活动轮廓(Geodesic Active Contour,GAC)模型的水平集方法中,采用迎风方案作数值求解,需要使用足够小的时间步长,在曲线演化的过程中需要重新初始化,故效率低,据此,给出一种基于测地线活动轮廓模型的变分水平集方法,引入了一个水平集函数的强制项,避免了重新初始化,简化了初始化的工作,通过实验证明了这种方法是有效的,稳定的。
关键词: 测地线活动轮廓模型, 变分水平集方法, 曲线演化
ZHANG Ling-yan,YAN Li,CHEN Ying,ZHANG Huan. Variational level set method based on geodesic active contour[J]. Computer Engineering and Applications, 2009, 45(16): 188-189.
张玲艳,闫 丽,陈 颖,张 欢. 实现测地线活动轮廓模型的改进变分水平集方法[J]. 计算机工程与应用, 2009, 45(16): 188-189.
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URL: http://cea.ceaj.org/EN/10.3778/j.issn.1002-8331.2009.16.055
http://cea.ceaj.org/EN/Y2009/V45/I16/188