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论文摘要

基于边缘流的多尺度水平集砾岩图像分割

Edgeflow-based Multi-scale Level Set Segmentation for Conglomerate Images

作者:吴晓红(四川大学 电子信息学院,四川 成都 610064);罗代升(四川大学 电子信息学院,四川 成都 610064);王正勇(四川大学 电子信息学院,四川 成都 610064)

Author:(School of Electronics and Info. Eng., Sichuan Univ., Chengdu 610064, China);(School of Electronics and Info. Eng., Sichuan Univ., Chengdu 610064, China);(School of Electronics and Info. Eng., Sichuan Univ., Chengdu 610064, China)

收稿日期:2007-04-25          年卷(期)页码:2008,40(1):133-137

期刊名称:工程科学与技术

Journal Name:Advanced Engineering Sciences

关键字:边缘流;多尺度水平集;图像分割;砾岩图像

Key words:degeflow;multi-scale level set;image segmentation;conglomerate image

基金项目:四川省科技攻关资助项目(05GG021-026-03)

中文摘要

针对边缘流方法检测图像边界得到的边界不连续问题,提出了把边缘流作为水平集方程中的一个变量,并将多尺度思想引入该方程。该方法首先在大尺度图像下得到相应尺度的边缘流矢量,将其代入水平集方程,通过求解水平集方程,找出图像目标边界的大致轮廓,然后利用大尺度所得到的大致轮廓作为高一级尺度的水平集方程的初始轮廓,计算相应的边缘流矢量,代入水平集方程求解,逐步进行轮廓优化,最终实现图像分割。采用该方法提取图像目标边界,不仅解决了边缘流方法中边界不连续的问题,也使水平集方法中曲线演化速度太慢的问题得到大大的改善。该方法用

英文摘要

In order to solve the edge discontinuity produced by the edgeflow method used to detect the image edge, the edgeflow was made a variable into the level set equation and a multi-scale idea was also introduced into it. First, arough contour was found out by the way that the edgeflow vector, being acquired through the image with large scale, and it was put into the level set equation; Second, the rough contour was gradually optimized as an initial one in another level set equation of smaller scale when its edgeflow vector was calculated out and put into level equation to solve; Finally, the segmentation of image was carried out. The results showed that it eliminates the edge discontinuity and speeds up the curve evolution when applied to the segentation of conglomerate image.

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