| 基于遗传算法的影像纹理分类 |
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| 引用本文： | 郑肇葆,郑宏.基于遗传算法的影像纹理分类[J].武汉大学学报(信息科学版),1998(4). |
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| 作者姓名： | 郑肇葆 郑宏 |
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| 作者单位： | 武汉测绘科技大学信息工程学院 |
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| 摘 要： | 阐述了遗传算法的基本原理，提出了与马尔柯夫随机场相结合的遗传算法在影像纹理分类中的应用。通过对４种纹理取样的实验，表明这种影像纹理分类方法可以提高分类的正确率。
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| 关 键 词： | 遗传算法 纹理分类 马尔柯夫随机场 |
The Image Texture Classification Based on Genetic Algorithms |
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| Zheng Zhaobao,Zheng Hong.The Image Texture Classification Based on Genetic Algorithms[J].Geomatics and Information Science of Wuhan University,1998(4). |
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| Authors: | Zheng Zhaobao Zheng Hong |
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| Abstract: | This paper discusses the basic principles of genetic algorithms and its detail algorithms in image texture classification. The results of the experiments of four texture samples show that the method of image texture classification based on genetic algorithms can improve the correct probability of classification. |
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| Keywords: | genetic algorithms texture classification markov random field |
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