| 一种新型的遗传算法在图象阈值处理中的应用 |
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| 引用本文： | 潘永湘,王晓静,侯志林.一种新型的遗传算法在图象阈值处理中的应用[J].西安理工大学学报,1999,15(1):121-124. |
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| 作者姓名： | 潘永湘 王晓静 侯志林 |
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| 作者单位： | 西安理工大学自动化与信息工程学院,陕西,西安,710048 |
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| 摘 要： | 提出了将自寻优标准遗传算法用于阈值处理的思路与方法，论证了实施该方法的可行性，并针对此算法的不足之处提出了一种新的改进型遗传算法。仿真结果表明，新算法的计算速度不仅明显优于前者，而且为自动选择阈值参数提供了简单有效的方法。
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| 关 键 词： | 图象 阈值处理 自寻优遗传算法 改进型遗传算法 |
An Application of a New Type of Genetic Algorithms to Image Threshold Handling |
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| PANG Yong-xiang,WANG Xiao-jing,HOU Zhi-lin.An Application of a New Type of Genetic Algorithms to Image Threshold Handling[J].Journal of Xi'an University of Technology,1999,15(1):121-124. |
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| Authors: | PANG Yong-xiang WANG Xiao-jing HOU Zhi-lin |
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| Abstract: | This paper presents an idea and method of application of standard automatic optimized genetic algorithms to the image threshold handling. The feasibility of using this method is examined. Also, a kind of modified genetic algorithms is suggested with an aim to remedy the disadvantages of this method. The simulated results indicate that not only is the calculation speed of new algorithms obviously superior to the former, but also it provides a simple and effective method for the automatic selection of threshold parameters. |
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| Keywords: | image threshold handling automatic optimized genetic algorithms modified genetic algorithms |
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