对图片提取HOG、GLCM特征，利用SVM进行分类

利用Matlab2016b运行，对图片提取HOG、GLCM特征，利用SVM进行分类。里面包含程序、测试数据集、图片等。

资源文件列表

SVM_Multi_Classification_Image/classifier.mat , 13600857
SVM_Multi_Classification_Image/classifierOfSVM.m , 1484
SVM_Multi_Classification_Image/extractFeature.m , 2549
SVM_Multi_Classification_Image/getGLCMFeatures.m , 895
SVM_Multi_Classification_Image/getSIFTFeature.m , 284
SVM_Multi_Classification_Image/pictures/car/car1.jpg , 6740
SVM_Multi_Classification_Image/pictures/car/car10.jpg , 7752
SVM_Multi_Classification_Image/pictures/car/car11.jpg , 7198
SVM_Multi_Classification_Image/pictures/car/car12.jpg , 8114
SVM_Multi_Classification_Image/pictures/car/car13.jpg , 10196
SVM_Multi_Classification_Image/pictures/car/car14.jpg , 10000
SVM_Multi_Classification_Image/pictures/car/car15.jpg , 7156
SVM_Multi_Classification_Image/pictures/car/car16.jpg , 11591
SVM_Multi_Classification_Image/pictures/car/car17.jpg , 8582
SVM_Multi_Classification_Image/pictures/car/car18.jpg , 10000
SVM_Multi_Classification_Image/pictures/car/car19.jpg , 13527
SVM_Multi_Classification_Image/pictures/car/car2.jpg , 6839
SVM_Multi_Classification_Image/pictures/car/car20.jpg , 7406
SVM_Multi_Classification_Image/pictures/car/car21.jpg , 11000
SVM_Multi_Classification_Image/pictures/car/car22.jpg , 7602
SVM_Multi_Classification_Image/pictures/car/car23.jpg , 7719
SVM_Multi_Classification_Image/pictures/car/car24.jpg , 11932
SVM_Multi_Classification_Image/pictures/car/car25.jpg , 7220
SVM_Multi_Classification_Image/pictures/car/car26.jpg , 7964
SVM_Multi_Classification_Image/pictures/car/car27.jpg , 8809
SVM_Multi_Classification_Image/pictures/car/car28.jpg , 9248
SVM_Multi_Classification_Image/pictures/car/car29.jpg , 10810
SVM_Multi_Classification_Image/pictures/car/car3.jpg , 5680
SVM_Multi_Classification_Image/pictures/car/car30.jpg , 8137
SVM_Multi_Classification_Image/pictures/car/car4.jpg , 5811
SVM_Multi_Classification_Image/pictures/car/car5.jpg , 7937
SVM_Multi_Classification_Image/pictures/car/car6.jpg , 8815
SVM_Multi_Classification_Image/pictures/car/car7.jpg , 7274
SVM_Multi_Classification_Image/pictures/car/car8.jpg , 6340
SVM_Multi_Classification_Image/pictures/car/car9.jpg , 5322
SVM_Multi_Classification_Image/pictures/car/index.jpg , 19461
SVM_Multi_Classification_Image/pictures/cat/cat1.jpg , 7603
SVM_Multi_Classification_Image/pictures/cat/cat10.jpg , 6968
SVM_Multi_Classification_Image/pictures/cat/cat11.jpg , 8589
SVM_Multi_Classification_Image/pictures/cat/cat12.jpg , 6893
SVM_Multi_Classification_Image/pictures/cat/cat13.jpg , 5684
SVM_Multi_Classification_Image/pictures/cat/cat14.jpg , 7886
SVM_Multi_Classification_Image/pictures/cat/cat15.jpg , 6662
SVM_Multi_Classification_Image/pictures/cat/cat16.jpg , 6844
SVM_Multi_Classification_Image/pictures/cat/cat17.jpg , 8057
SVM_Multi_Classification_Image/pictures/cat/cat18.jpg , 5450
SVM_Multi_Classification_Image/pictures/cat/cat19.jpg , 8519
SVM_Multi_Classification_Image/pictures/cat/cat2.jpg , 7388
SVM_Multi_Classification_Image/pictures/cat/cat20.jpg , 8549
SVM_Multi_Classification_Image/pictures/cat/cat21.jpg , 6849
SVM_Multi_Classification_Image/pictures/cat/cat22.jpg , 6323
SVM_Multi_Classification_Image/pictures/cat/cat23.jpg , 5892
SVM_Multi_Classification_Image/pictures/cat/cat3.jpg , 8056
SVM_Multi_Classification_Image/pictures/cat/cat4.jpg , 7202
SVM_Multi_Classification_Image/pictures/cat/cat5.jpg , 6193
SVM_Multi_Classification_Image/pictures/cat/cat6.jpg , 6293
SVM_Multi_Classification_Image/pictures/cat/cat7.jpg , 4543
SVM_Multi_Classification_Image/pictures/cat/cat8.jpg , 7019
SVM_Multi_Classification_Image/pictures/cat/cat9.jpg , 8182
SVM_Multi_Classification_Image/pictures/flw/flower1.jpg , 8940
SVM_Multi_Classification_Image/pictures/flw/flower10.jpg , 5414
SVM_Multi_Classification_Image/pictures/flw/flower11.jpg , 5930
SVM_Multi_Classification_Image/pictures/flw/flower12.jpg , 7394
SVM_Multi_Classification_Image/pictures/flw/flower13.jpg , 3555
SVM_Multi_Classification_Image/pictures/flw/flower14.jpg , 6704
SVM_Multi_Classification_Image/pictures/flw/flower15.jpg , 5442
SVM_Multi_Classification_Image/pictures/flw/flower16.jpg , 6348
SVM_Multi_Classification_Image/pictures/flw/flower17.jpg , 6088
SVM_Multi_Classification_Image/pictures/flw/flower18.jpg , 5533
SVM_Multi_Classification_Image/pictures/flw/flower19.jpg , 5309
SVM_Multi_Classification_Image/pictures/flw/flower2.jpg , 7271
SVM_Multi_Classification_Image/pictures/flw/flower20.jpg , 4943
SVM_Multi_Classification_Image/pictures/flw/flower21.jpg , 5669
SVM_Multi_Classification_Image/pictures/flw/flower22.jpg , 5816
SVM_Multi_Classification_Image/pictures/flw/flower23.jpg , 5690
SVM_Multi_Classification_Image/pictures/flw/flower24.jpg , 6404
SVM_Multi_Classification_Image/pictures/flw/flower3.jpg , 5207
SVM_Multi_Classification_Image/pictures/flw/flower4.jpg , 5917
SVM_Multi_Classification_Image/pictures/flw/flower5.jpg , 4567
SVM_Multi_Classification_Image/pictures/flw/flower6.jpg , 5250
SVM_Multi_Classification_Image/pictures/flw/flower7.jpg , 5445
SVM_Multi_Classification_Image/pictures/flw/flower8.jpg , 6777
SVM_Multi_Classification_Image/pictures/flw/flower9.jpg , 7549
SVM_Multi_Classification_Image/pictures/fsh/fish1.jpg , 5870
SVM_Multi_Classification_Image/pictures/fsh/fish10.jpg , 5331
SVM_Multi_Classification_Image/pictures/fsh/fish11.jpg , 9488
SVM_Multi_Classification_Image/pictures/fsh/fish12.jpg , 12070
SVM_Multi_Classification_Image/pictures/fsh/fish13.jpg , 6392
SVM_Multi_Classification_Image/pictures/fsh/fish14.jpg , 10473
SVM_Multi_Classification_Image/pictures/fsh/fish15.jpg , 8510
SVM_Multi_Classification_Image/pictures/fsh/fish16.jpg , 5036
SVM_Multi_Classification_Image/pictures/fsh/fish17.jpg , 5731
SVM_Multi_Classification_Image/pictures/fsh/fish18.jpg , 6058
SVM_Multi_Classification_Image/pictures/fsh/fish19.jpg , 15725
SVM_Multi_Classification_Image/pictures/fsh/fish2.jpg , 8478
SVM_Multi_Classification_Image/pictures/fsh/fish20.jpg , 7939
SVM_Multi_Classification_Image/pictures/fsh/fish21.jpg , 7130
SVM_Multi_Classification_Image/pictures/fsh/fish22.jpg , 5859
SVM_Multi_Classification_Image/pictures/fsh/fish23.jpg , 12199
SVM_Multi_Classification_Image/pictures/fsh/fish24.jpg , 10681
SVM_Multi_Classification_Image/pictures/fsh/fish25.jpg , 4754
SVM_Multi_Classification_Image/pictures/fsh/fish26.jpg , 16069
SVM_Multi_Classification_Image/pictures/fsh/fish27.jpg , 7882
SVM_Multi_Classification_Image/pictures/fsh/fish28.jpg , 17364
SVM_Multi_Classification_Image/pictures/fsh/fish29.jpg , 10316
SVM_Multi_Classification_Image/pictures/fsh/fish3.jpg , 8639
SVM_Multi_Classification_Image/pictures/fsh/fish30.jpg , 7501
SVM_Multi_Classification_Image/pictures/fsh/fish31.jpg , 18338
SVM_Multi_Classification_Image/pictures/fsh/fish32.jpg , 12203
SVM_Multi_Classification_Image/pictures/fsh/fish33.jpg , 24735
SVM_Multi_Classification_Image/pictures/fsh/fish34.jpg , 13623
SVM_Multi_Classification_Image/pictures/fsh/fish35.jpg , 15629
SVM_Multi_Classification_Image/pictures/fsh/fish36.jpg , 15302
SVM_Multi_Classification_Image/pictures/fsh/fish37.jpg , 17973
SVM_Multi_Classification_Image/pictures/fsh/fish38.jpg , 12099
SVM_Multi_Classification_Image/pictures/fsh/fish39.jpg , 9390
SVM_Multi_Classification_Image/pictures/fsh/fish4.jpg , 20025
SVM_Multi_Classification_Image/pictures/fsh/fish40.jpg , 11193
SVM_Multi_Classification_Image/pictures/fsh/fish5.jpg , 13016
SVM_Multi_Classification_Image/pictures/fsh/fish6.jpg , 14458
SVM_Multi_Classification_Image/pictures/fsh/fish7.jpg , 10681
SVM_Multi_Classification_Image/pictures/fsh/fish8.jpg , 17874
SVM_Multi_Classification_Image/pictures/fsh/fish9.jpg , 5858
SVM_Multi_Classification_Image/Predict.m , 676
SVM_Multi_Classification_Image/temp.m , 382
SVM_Multi_Classification_Image/testPictures/test/car/car1.jpg , 6740
SVM_Multi_Classification_Image/testPictures/test/car/car10.jpg , 7752
SVM_Multi_Classification_Image/testPictures/test/car/car11.jpg , 7198
SVM_Multi_Classification_Image/testPictures/test/car/car12.jpg , 8114
SVM_Multi_Classification_Image/testPictures/test/car/car13.jpg , 10196
SVM_Multi_Classification_Image/testPictures/test/car/car14.jpg , 10000
SVM_Multi_Classification_Image/testPictures/test/car/car15.jpg , 7156
SVM_Multi_Classification_Image/testPictures/test/car/car16.jpg , 11591
SVM_Multi_Classification_Image/testPictures/test/car/car17.jpg , 8582
SVM_Multi_Classification_Image/testPictures/test/car/car18.jpg , 10000
SVM_Multi_Classification_Image/testPictures/test/car/car19.jpg , 13527
SVM_Multi_Classification_Image/testPictures/test/car/car2.jpg , 6839
SVM_Multi_Classification_Image/testPictures/test/car/car20.jpg , 7406
SVM_Multi_Classification_Image/testPictures/test/car/car21.jpg , 11000
SVM_Multi_Classification_Image/testPictures/test/car/car22.jpg , 7602
SVM_Multi_Classification_Image/testPictures/test/car/car23.jpg , 7719
SVM_Multi_Classification_Image/testPictures/test/car/car24.jpg , 11932
SVM_Multi_Classification_Image/testPictures/test/car/car25.jpg , 7220
SVM_Multi_Classification_Image/testPictures/test/car/car26.jpg , 7964
SVM_Multi_Classification_Image/testPictures/test/car/car27.jpg , 8809
SVM_Multi_Classification_Image/testPictures/test/car/car28.jpg , 9248
SVM_Multi_Classification_Image/testPictures/test/car/car29.jpg , 10810
SVM_Multi_Classification_Image/testPictures/test/car/car3.jpg , 5680
SVM_Multi_Classification_Image/testPictures/test/car/car30.jpg , 8137
SVM_Multi_Classification_Image/testPictures/test/car/car31.jpg , 7460
SVM_Multi_Classification_Image/testPictures/test/car/car32.jpg , 8321