Image-Classification-master

代码说明：

  图像分类程序，此图像分类采用 SIFT + Kmeans 聚类的方法，然后调用 MLP 对其特征进行分类处理，速度实现比较快，正确率高(Image classification procedures, the use of this image classification method SIFT+ Kmeans clustering, and then call the MLP classification of its features, faster speed to achieve the correct rate)

文件列表：

Image-Classification-master
...........................\AdditionalResources
...........................\...................\Readme_3.txt,114,2014-01-17
...........................\...................\SURFmex-v2

...........................\...................\..........\common
...........................\...................\..........\......\gpusurf
...........................\...................\..........\......\.......\assert_macros.hpp,16340,2014-01-17
...........................\...................\..........\......\.......\CudaSynchronizedMemory.hpp,13025,2014-01-17
...........................\...................\..........\......\.......\GpuSurfDetector.hpp,9822,2014-01-17
...........................\...................\..........\......\.......\gpu_globals.h,5467,2014-01-17
...........................\...................\..........\......\surfoptions.m,616,2014-01-17
...........................\...................\..........\......\surfplot.m,673,2014-01-17
...........................\...................\..........\Contents.m,317,2014-01-17
...........................\...................\..........\cppmatrix.h,3180,2014-01-17
...........................\...................\..........\examples
...........................\...................\..........\........\gpu_test.m,1853,2014-01-17
...........................\...................\..........\........\panorama




...........................\...................\..........\........\........\estimate_projective4point.m,596,2014-01-17
...........................\...................\..........\........\........\estimate_projective_nonlinear.m,986,2014-01-17
...........................\...................\..........\........\........\estimate_projective_ransac.m,3732,2014-01-17
...........................\...................\..........\........\........\panorama.m,4623,2014-01-17
...........................\...................\..........\........\........\projective_distance2.m,346,2014-01-17
...........................\...................\..........\........\short_example.m,1719,2014-01-17
...........................\...................\..........\make.m,978,2014-01-17
...........................\...................\..........\mextiming.h,1822,2014-01-17
...........................\...................\..........\mexutils.h,2741,2014-01-17
...........................\...................\..........\mexw32
...........................\...................\..........\......\cv210.dll,2079232,2014-01-17
...........................\...................\..........\......\cxcore210.dll,2200064,2014-01-17
...........................\...................\..........\......\surfmatch.m,1072,2014-01-17
...........................\...................\..........\......\surfmatch.mexw32,14848,2014-01-17
...........................\...................\..........\......\surfpoints.m,1977,2014-01-17
...........................\...................\..........\......\surfpoints.mexw32,14336,2014-01-17
...........................\...................\..........\mexw64
...........................\...................\..........\......\cudpp64.dll,30881280,2014-01-17
...........................\...................\..........\......\gpusurf.dll,246272,2014-01-17
...........................\...................\..........\......\gpusurf.lib,8608,2014-01-17
...........................\...................\..........\......\opencv_calib3d211.dll,723456,2014-01-17
...........................\...................\..........\......\opencv_contrib211.dll,617472,2014-01-17
...........................\...................\..........\......\opencv_core211.dll,3441664,2014-01-17
...........................\...................\..........\......\opencv_features2d211.dll,760320,2014-01-17
...........................\...................\..........\......\opencv_highgui211.dll,1171456,2014-01-17
...........................\...................\..........\......\opencv_imgproc211.dll,2266624,2014-01-17
...........................\...................\..........\......\opencv_legacy211.dll,804864,2014-01-17
...........................\...................\..........\......\opencv_ml211.dll,552960,2014-01-17
...........................\...................\..........\......\opencv_objdetect211.dll,498688,2014-01-17
...........................\...................\..........\......\opencv_ts211.dll,278528,2014-01-17
...........................\...................\..........\......\opencv_video211.dll,626176,2014-01-17
...........................\...................\..........\......\surfmatch.m,1072,2014-01-17
...........................\...................\..........\......\surfmatch.mexw64,20480,2014-01-17
...........................\...................\..........\......\surfpoints.m,1977,2014-01-17
...........................\...................\..........\......\surfpoints.mexw64,19968,2014-01-17
...........................\...................\..........\......\surfpoints_gpu.mexw64,19968,2014-01-17
...........................\...................\..........\OpenCV win64.txt,624,2014-01-17
...........................\...................\..........\startup.m,125,2014-01-17
...........................\...................\..........\surfmatch.cpp,5975,2014-01-17
...........................\...................\..........\surfpoints.cpp,5601,2014-01-17
...........................\...................\..........\surfpoints_gpu.cpp,5546,2014-01-17
...........................\hist_generate.m,675,2014-01-17
...........................\ImageClassification.pdf,414695,2014-01-17
...........................\Readme.txt,749,2014-01-17
...........................\SIFT_classify.m,8047,2014-01-17
...........................\SURF_classify.m,23153,2014-01-17