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| 遗传算法在影像模糊增强中的应用 | |
| 引用本文： | 李国,郭淑贞,李玉成,李继军.遗传算法在影像模糊增强中的应用[J].地理空间信息,2010,8(2):31-33. |
| 作者姓名： | 李国 郭淑贞 李玉成 李继军 |
| 作者单位： | 1. 解放军信息工程大学测绘学院,河南,郑州,450052;解放军65015部队,辽宁,大连,116023 2. 海军91550部队94分队,辽宁,大连,116023 3. 解放军65015部队,辽宁,大连,116023 |
| 摘 要： | 影像增强是图像处理的基本内容之一,其目的是改善图像的"视觉效果"。以遗传算法优良的全局寻优特点及影像的模糊性为基础,将遗传算法引入到影像模糊增强处理当中,用于选择模糊增强参数,并对适应度函数进行了改进,加入了对对比度信息的限定,产生了比较好的增强效果。 |
| 关 键 词： | 影像增强 遗传算法 模糊熵 贪婪算子 |
Method for Image Enhancement Based on Genetic Algorithms |
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| LI Guo,GUO Shuzhen,LI Yucheng,LI Jijun.Method for Image Enhancement Based on Genetic Algorithms[J].Geospatial Information,2010,8(2):31-33. | |
| Authors: | LI Guo GUO Shuzhen LI Yucheng LI Jijun |
| Institution: | 1. Institute of Surveying and Mapping,Information Engineering University, Zhengzhou 450052,China; 2. 65015 Army, Dalian 116023,China; 3.91550 Army, Dalian 116023,China) |
| Abstract: | Image Enhancement is a basic problem in Image Processing, the purpose is to get a new image which is more effect. Baseing on the excellent characteristic of seeking for global optimization and fuzzy entropy, so a new algorithm with genetic algorithms was realized in image enhancement, the new algorithm select parameters of fuzzy enhancement with genetic algorithm, improve the fitness function and limit the information of contrast, the results show that the method discussed can produce a better result. |
| Keywords: | image enhancement genetic algorithms fuzzy entropy greedy algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |