| 基于模糊隶属度曲面的遗传算法图像分割 |
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| 引用本文： | 刘传文.基于模糊隶属度曲面的遗传算法图像分割[J].交通与计算机,2005,23(6):82-85. |
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| 作者姓名： | 刘传文 |
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| 作者单位： | 武汉理工大学,武汉,430063 |
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| 基金项目： | 湖北省自然科学基金资助项目（批准号：2003-AB042） |
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| 摘 要： | 介绍了遗传算法的发展历史和图像分割的应用现状，分析了基于基本的遗传算法的图像分割方法，并将遗传算法与模糊集理论相结合用于医学图像分割，提出了基于模糊隶属度的遗传算法的医学图像分割方法。并对不同方法，如分割效果、计算代价进行了分析比较。
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| 关 键 词： | 遗传算法 图像分割 模糊集理论 |
| 收稿时间： | 07 23 2005 12:00AM |
| 修稿时间： | 10 27 2005 12:00AM |
Image Segmentation of Basic Genetic Algorithm Based on Fuzzy Set Surface Theories |
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| LIU Chuanwen.Image Segmentation of Basic Genetic Algorithm Based on Fuzzy Set Surface Theories[J].Computer and Communications,2005,23(6):82-85. |
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| Authors: | LIU Chuanwen |
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| Abstract: | This paper introduces the history of genetic algorithm and the application of medical image segmentation. And the paper analyzes the approach of image segmentation based on basic genetic algorithm. Fuzzy set theories are combined with genetic algorithm for segmentation of the medical images. The paper presents a method for medical image segmentation of genetic algorithm based on fuzzy set surface theories. Finally, all the segmentation methods are compared in both the result of segmentation and the cost of computation. |
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| Keywords: | genetic algorithms image segmentation fuzzy set theory |
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