期刊文献+

边缘检测和Snake Model结合的轮廓识别 被引量:4

Combination of active contour with passive edge detection in contour extraction
下载PDF
导出
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。 A method based on combining active contour with passive edge detection to extract contour is proposed.This meihod 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.
出处 《计算机工程与应用》 CSCD 北大核心 2009年第26期160-162,共3页 Computer Engineering and Applications
基金 国家自然科学基金No.40776044 上海市自然科学基金No.08ZR1404600~~
关键词 SNAKE模型 主动轮廓线 CANNY算子 概率 图像分割 Snake model active contour Canny detector probability image segmentation
  • 相关文献

参考文献8

  • 1Kass M, Witkin A,Terzopoulos D.Snake : Active contour models[C]// Proceeding of the 1st International Conference on Computer Vision. London England:IEEE Computer Society Press,June 1987:259-268.
  • 2Gonzalez R C,Woods R E,Eddins S LDigital image processing[M].北京:电子工业出版社,2004:609.
  • 3Courant R,Hillert D.Methods of mathematical physics[M].London: Interscience, 1953.
  • 4Li Jin,Xu Jun-hong.Contour segmentation algorithm of muhi-scale GVF snake[C]//Proceeding of the 2006 IEEE International Conference on Mechatronics and Automation,Luoyang,China,June 25-28 2006.
  • 5Cohen L D,Cohen LFinite-element methods for active contour models and balloons for 2-D and 3-D images[J].IEEE Transaction Analysis and Intelligence, 1993,15( 11 ).
  • 6Mclnemey T,Terzopoulos D.Topologically adaptable snakes[C]//Proceedings Fifth Intemation Conference on Computer Vision, 1995.
  • 7Canny J.A computational approach to edge detection[J].IEEE Transaction on Pattern and Machine Intelligence,1986,PAMI-X(6).
  • 8SunJi-xiang.图像分析[M].北京:科学出版社,2005:271.

同被引文献40

引证文献4

二级引证文献13

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部