基于遗传算法的影像纹理分类
The Image Texture Classification Based on Genetic Algorithms
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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。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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