文件名称:PCA
- 所属分类:
- 图形图像处理(光照,映射..)
- 资源属性:
- [MacOS]
- 上传时间:
- 2018-03-06
- 文件大小:
- 6.12mb
- 下载次数:
- 0次
- 提 供 者:
- 彦*
- 相关连接:
- 无
- 下载说明:
- 别用迅雷下载,失败请重下,重下不扣分!
介绍说明--下载内容均来自于网络,请自行研究使用
1、读入图片,根据PGN格式的line 2 确定矩阵的大小为 28*28=784,根据line4 获取.
2、读入图片,根据PGN格式的line 2 确定矩阵的大小为 28*28=784,根据line4 获取。
3、计算平均矩阵。
4、对平均值矩阵进行SVD:
5、平均矩阵进行SVD后的前20个singular vector的输出结果。
6. 将训练集的每一张图片当成一行,形成一个矩阵,然后对矩阵进行PCA分解。
7. 这个矩阵对测试集的每张图片进行降 维,得到的图像。(1, read the picture, according to the line 2 of PGN format, the size of the matrix is 28*28=784, obtained according to the line4.
2, read the picture, according to the line 2 of PGN format, the size of the matrix is 28*28=784, obtained according to the line4.
3. Calculate the average matrix.
4. The average value matrix is SVD:
5. The average matrix carries out the output of the first 20 singular vector after SVD.
6. take each picture of the training set as a line, form a matrix, and then decompose the matrix by PCA.
7. this matrix reduces the dimension of each picture of the test set and gets the image.)
2、读入图片,根据PGN格式的line 2 确定矩阵的大小为 28*28=784,根据line4 获取。
3、计算平均矩阵。
4、对平均值矩阵进行SVD:
5、平均矩阵进行SVD后的前20个singular vector的输出结果。
6. 将训练集的每一张图片当成一行,形成一个矩阵,然后对矩阵进行PCA分解。
7. 这个矩阵对测试集的每张图片进行降 维,得到的图像。(1, read the picture, according to the line 2 of PGN format, the size of the matrix is 28*28=784, obtained according to the line4.
2, read the picture, according to the line 2 of PGN format, the size of the matrix is 28*28=784, obtained according to the line4.
3. Calculate the average matrix.
4. The average value matrix is SVD:
5. The average matrix carries out the output of the first 20 singular vector after SVD.
6. take each picture of the training set as a line, form a matrix, and then decompose the matrix by PCA.
7. this matrix reduces the dimension of each picture of the test set and gets the image.)
相关搜索: pca
(系统自动生成,下载前可以参看下载内容)
下载文件列表
文件名 | 大小 | 更新时间 |
---|---|---|
PCA | 0 | 2017-07-03 |
PCA\.DS_Store | 6148 | 2017-07-03 |
__MACOSX | 0 | 2017-07-03 |
__MACOSX\PCA | 0 | 2017-07-03 |
__MACOSX\PCA\._.DS_Store | 120 | 2017-07-03 |
PCA\.idea | 0 | 2017-07-03 |
PCA\.idea\misc.xml | 137 | 2017-07-02 |
PCA\.idea\modules.xml | 258 | 2017-07-02 |
PCA\.idea\PCA.iml | 97 | 2017-07-02 |
PCA\.idea\workspace.xml | 22551 | 2017-07-03 |
PCA\cmake-build-debug | 0 | 2017-07-02 |
PCA\cmake-build-debug\cmake_install.cmake | 1251 | 2017-07-02 |
PCA\cmake-build-debug\CMakeCache.txt | 38324 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles | 0 | 2017-07-03 |
PCA\cmake-build-debug\CMakeFiles\3.7.1 | 0 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CMakeCCompiler.cmake | 2093 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CMakeCXXCompiler.cmake | 4642 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CMakeDetermineCompilerABI_C.bin | 4304 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CMakeDetermineCompilerABI_CXX.bin | 4288 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CMakeSystem.cmake | 362 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CompilerIdC | 0 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CompilerIdC\a.out | 8616 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CompilerIdC\CMakeCCompilerId.c | 16826 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CompilerIdCXX | 0 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CompilerIdCXX\a.out | 8600 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\3.7.1\CompilerIdCXX\CMakeCXXCompilerId.cpp | 16397 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\clion-environment.txt | 76 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\clion-log.txt | 1027 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\cmake.check_cache | 85 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\CMakeDirectoryInformation.cmake | 649 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\CMakeOutput.log | 28122 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\CMakeTmp | 0 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\feature_tests.bin | 8376 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\feature_tests.c | 728 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\feature_tests.cxx | 8844 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\Makefile.cmake | 10168 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\Makefile2 | 3183 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir | 0 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\build.make | 4405 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\cmake_clean.cmake | 226 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\CXX.includecache | 259 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\depend.internal | 168 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\depend.make | 143 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\DependInfo.cmake | 589 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\flags.make | 230 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\link.txt | 150 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\main.cpp.o | 7576 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\PCA.dir\progress.make | 43 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\progress.marks | 2 | 2017-07-02 |
PCA\cmake-build-debug\CMakeFiles\TargetDirectories.txt | 215 | 2017-07-02 |
PCA\cmake-build-debug\Makefile | 4906 | 2017-07-02 |
PCA\cmake-build-debug\PCA | 13648 | 2017-07-02 |
PCA\cmake-build-debug\PCA.cbp | 5299 | 2017-07-02 |
PCA\cmake-build-debug\test0 | 0 | 2017-07-02 |
PCA\cmake-build-debug\test0\00000.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00001.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00002.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00003.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00004.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00005.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00006.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00007.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00008.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00009.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00010.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00011.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00012.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00013.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00014.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00015.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00016.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00017.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00018.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00019.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00020.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00021.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00022.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00023.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00024.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00025.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00026.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00027.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00028.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00029.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00030.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00031.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00032.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00033.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00034.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00035.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00036.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00037.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00038.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00039.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00040.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00041.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00042.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00043.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00044.pgm | 797 | 2009-02-06 |
PCA\cmake-build-debug\test0\00045.pgm | 797 | 2009-02-06 |