gabor-pca
所属分类：模式识别(视觉/语音等)
开发工具：matlab
文件大小：11100KB
下载次数：1994
上传日期：2011-06-02 09:55:25
上 传 者：
华电小乞丐
说明： 本程序是先用gabor小波变换对人脸图像处理，然后在用pca进行降维，最后用svm分类器进行多分类分类识别，包扩完整的orl人脸库，需注意的是，svm工具箱是用的libsvm工具箱，运行前先配置好libsvm。版本号：libsvm-mat-2[1].89-3[FarutoUltimate3.0]
(This procedure is to use the human face gabor wavelet transform image processing, and then to reduce the dimensions with pca, and finally multi-category classification svm classification and recognition, including the expansion of the complete orl face database, must be noted that, svm toolbox is to use the libsvm toolbox, configured before running libsvm. Version: libsvm-mat-2 [1] .89-3 [FarutoUltimate3.0])
文件列表:
gabor pca\Gabor.m (551, 2011-05-31)
gabor pca\gaborfilter.m (1707, 2010-05-28)
gabor pca\orl\gabortestim\orl_10_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_10_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_10_7.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_10_8.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_10_9.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_11_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_11_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_11_7.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_11_8.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_11_9.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_12_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_12_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_12_7.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_12_8.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_12_9.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_13_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_13_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_13_7.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_13_8.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_13_9.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_14_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_14_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_14_7.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_14_8.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_14_9.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_15_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_15_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_15_7.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_15_8.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_15_9.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_16_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_16_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_16_7.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_16_8.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_16_9.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_17_10.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_17_6.bmp (11382, 2011-06-01)
gabor pca\orl\gabortestim\orl_17_7.bmp (11382, 2011-06-01)
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