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2DGabor+pca+Svm

于 2023-02-07 发布 文件大小:10.84 MB
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代码说明:

采用二维Gabor小波变换对图像进行多尺度多方向分析,将图像数据映射到高维数据空间,再利用pca降维方法对高维数据进行降维,降维后的数据具有很好的可分性,在模式识别与分类阶段,才用基于遗传算法自动搜索数据的最优的分类参数,后的svm的训练参数,这套代码实现了很好的分类效果。

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