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边缘检测和Snake Model结合的轮廓识别
引用本文:张毅,孙虎元,孙立娟,孙晓光. 边缘检测和Snake Model结合的轮廓识别[J]. 计算机工程与应用, 2009, 45(26): 160-162. DOI: 10.3778/j.issn.1002-8331.2009.26.047
作者姓名:张毅  孙虎元  孙立娟  孙晓光
作者单位:复旦大学计算机学院,上海,200433;中国科学院海洋研究所,山东,青岛,266071
基金项目:国家自然科学基金,上海市自然科学基金 
摘    要:基于主动轮廓识别和被动轮廓识别方法各自的优缺点,提出结合主动和被动的方法,先对图像进行被动轮廓的预处理,然后再应用主动轮廓的方法,通过比较选出Canny算子进行预处理,再通过基于概率的方法分割图像,最后再应用Snake模型进行轮廓提取。并取得较好的应用。

关 键 词:Snake模型  主动轮廓线  Canny算子  概率  图像分割
收稿时间:2008-10-27
修稿时间:2008-12-22 

Combination of active contour with passive edge detection in contour extraction
ZHANG Yi,SUN Hu-yuan,SUN Li-juan,SUN Xiao-guang. Combination of active contour with passive edge detection in contour extraction[J]. Computer Engineering and Applications, 2009, 45(26): 160-162. DOI: 10.3778/j.issn.1002-8331.2009.26.047
Authors:ZHANG Yi  SUN Hu-yuan  SUN Li-juan  SUN Xiao-guang
Affiliation:1.School of Computer Science,Fudan University,Shanghai 200433,China 2.Institute of Oceanology,Chinese Academy of Sciences,Qingdao,Shandong 266071,China
Abstract:A method based on combining active contour with passive edge detection to extract contour is proposed.This method avoids the shortcomings which exist in active and passive techniques,and combines their advantages.To get a better contour,three techniques are used successively,first Canny detector,then segmentation based on probability,and finally snake model.
Keywords:Snake model  active contour  Canny detector  probability  image segmentation
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