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基于Level Set的交互式快速分割算法
引用本文:孙海鹏,余伟巍,席平.基于Level Set的交互式快速分割算法[J].工程图学学报,2011,32(3):45-51.
作者姓名:孙海鹏  余伟巍  席平
作者单位:北京航空航天大学机械工程及自动化学院,北京,100191
摘    要:三维医学图像数据量大,并且受噪声、边界模糊等原因的影响,致使三维分割过程消耗时间较长,容易产生欠分割或过度分割。针对以上问题,提出一种基于Level Set的三维快速分割算法,采用Fast Marching获取二维分割区域,优化轮廓边界,利用直线数值微分算法(Digital Differential Analyzer,DDA)提取轮廓像素;进一步引入扫描线种子填充思想,实现医学图像的三维快速分割。实验结果表明,上述算法能够快速准确地分割出感兴趣区域。

关 键 词:计算机应用  医学图像三维分割  LevelSet算法  数值微分算法  扫描线种子填充

The Three-Dimensional Fast Segmentation Algorithm Based on Level Set Method
SUN Hai-peng,YU Wei-wei,XI Ping.The Three-Dimensional Fast Segmentation Algorithm Based on Level Set Method[J].Journal of Engineering Graphics,2011,32(3):45-51.
Authors:SUN Hai-peng  YU Wei-wei  XI Ping
Affiliation:SUN Hai-peng,YU Wei-wei,XI Ping(School of Mechanical Engineering and Automation,Beijing University of Aeronautics and Astronautics,Beijing 100191,China)
Abstract:Because of the large volume of medical image data,the impact of noise,blurred boundaries and other reasons,the three-dimensional segmentation process is time-consuming,and easily produces less or over segmentation.To solve the above problems,this paper proposes a three-dimensional fast segmentation algorithm based on Level Set,using Level Set Fast Marching Method to obtain two-dimensional segmental region,optimizing the boundary contour,using the Digital Differential Analyzer method to extract contour pixel...
Keywords:computer application  three-dimensional medical image segmentation  Level Set method  DDA  scan line seed-filling  
本文献已被 CNKI 维普 万方数据 等数据库收录!
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