| 基于窄带水平集的曲线演化与左心室MRI图像分割 |
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| 引用本文： | 周则明,陈强,王平安,夏德深.基于窄带水平集的曲线演化与左心室MRI图像分割[J].计算机工程与应用,2003,39(27):46-48,72. |
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| 作者姓名： | 周则明 陈强 王平安 夏德深 |
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| 作者单位： | 1. 南京理工大学计算机系,南京,210094
2. 香港中文大学计算机科学与工程系,香港沙田 |
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| 基金项目： | 香港特区政府研究资助局项目(编号:CUHK/4180/01E,CUHK1/00C) |
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| 摘 要： | 文章研究了基于窄带水平集的曲线演化方法并应用于心脏的MRI图像分割。分析了窄带的生成技术,提出了基于模板的距离函数生成方法;针对MRI图像的特点,给出了一种分割MRI图像的水平集速度函数,以处理图像中出现的区域灰度不一致性以及弱边界现象。MRI图像的分割实验证明了该文算法的有效性。
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| 关 键 词： | LevelSet方法 窄带 曲线演化 速度函数 MRI图像分割 |
| 文章编号： | 1002-8331-(2003)27-0046-03 |
Curves Evolving and Left Ventricle MRI Segmentation Based on Narrow Band Level Set Method |
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| Zhou Zeming,Chen Qiang,Wang Ping'an,Xia Deshen.Curves Evolving and Left Ventricle MRI Segmentation Based on Narrow Band Level Set Method[J].Computer Engineering and Applications,2003,39(27):46-48,72. |
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| Authors: | Zhou Zeming Chen Qiang Wang Ping'an Xia Deshen |
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| Affiliation: | Zhou Zeming 1 Chen Qiang 1 Wang Ping'an 2 Xia Deshen 11 |
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| Abstract: | The curves evolving method based on narrow band level set is studied and applied in segmentation of cardiac MRI in this paper.By analyzing the construction algorithm of the narrow band,a new method based on distant function template is proposed.Because region inhomogeneity,weak edges may emerge in the MRI images frequently,a velocity function is proposed to address the problems.The segmentation results of the MRI images demonstrate the effectiveness of the algorithm listed in the paper. |
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| Keywords: | Level Set Narrow band Curves evolving Velocity function MRI segmentation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
