Image-Restoration-Neural-Network

代码说明：

  基于神经网络的图像修复算法，将BP神经算法用于图像修复之中对破损图像进行修复。(Image Restoration Based on Neural Network，BP neural algorithm is used to repair the damaged image.)

文件列表：

基于神经网络的图像修复
......................\CSH_code_v2
......................\...........\AddPaths.m,26,2012-01-24
......................\...........\compile_mex.m,4184,2012-04-30
......................\...........\CSH_nn.m,3725,2012-03-12
......................\...........\CSH_nn_example_usage.m,4050,2012-04-30
......................\...........\C_and_Mex
......................\...........\.........\ApplyPlusKernel8u16s.c,5998,2010-08-24
......................\...........\.........\ApplyPlusKernel8u32s.c,6084,2010-11-16
......................\...........\.........\CalculateImageOfBinIndices_16s.c,1994,2011-02-21
......................\...........\.........\CalculateImageOfBinIndices_32s.c,1988,2011-07-21
......................\...........\.........\GCKCodebookPropagation16s_FilterVectors.C,23937,2011-10-17
......................\...........\.........\GCKCodebookPropagation16s_FilterVectors_Rot_Inv.C,37715,2012-02-16
......................\...........\.........\GCKCodebookPropagation16s_FilterVectors_Rot_Inv_with_dist.C,38939,2012-03-12
......................\...........\.........\GCKCodebookPropagation16s_KNN_B.c,24742,2011-10-17
......................\...........\.........\GCKCodebookPropagation16s_KNN_same_image_B.c,29062,2011-10-17
......................\...........\.........\GCKCodebookPropagation32s_FilterVectors.c,23615,2011-10-17
......................\...........\.........\GCKCodebookPropagation32s_KNN_B.c,24728,2011-10-17
......................\...........\.........\GCKCodebookPropagation32s_KNN_same_image_B.c,29051,2011-10-17
......................\...........\.........\GCKFilterSingleStep16s_C3.c,8321,2012-01-23
......................\...........\.........\GCKFilterSingleStep16s_yOnly_C3_OPTER2.c,9287,2011-02-20
......................\...........\.........\GCKFilterSingleStep32s_C3.c,8280,2011-06-20
......................\...........\.........\GCKFilterSingleStep32s_C3_Y_Only.c,5534,2011-07-26
......................\...........\.........\GetAnnError_C3.c,8046,2010-11-11
......................\...........\.........\GetAnnError_GrayLevel_C1.c,6532,2011-07-31
......................\...........\.........\hash.cpp,5416,2010-08-17
......................\...........\.........\have_compiled.txt,0,2012-02-15
......................\...........\.........\MexFillTable.c,2238,2011-02-21
......................\...........\log.txt,0,2012-03-01
......................\...........\matlab
......................\...........\......\BuildWalshHadamardCodes.m,7806,2011-11-13
......................\...........\......\GCK_functions
......................\...........\......\.............\ApplyPlusKernel.m,2054,2010-08-23
......................\...........\......\.............\GetGCKTraverseParams.m,2453,2011-08-02
......................\...........\......\.............\ProceedOneSnakeStepFor3ChannelsMexTailored.m,1992,2011-08-02
......................\...........\......\General
......................\...........\......\.......\BoundBy.m,120,2010-06-06
......................\...........\......\.......\bounds.m,174,2010-10-25
......................\...........\......\.......\debugDisp.m,92,2010-12-09
......................\...........\......\.......\debugShow.m,103,2010-12-09
......................\...........\......\.......\imagesc2.m,1114,2012-02-22
......................\...........\......\.......\imagesc2scaled.m,1138,2012-03-01
......................\...........\......\.......\imshow2.m,862,2012-02-29
......................\...........\......\.......\prctile.m,4369,2010-12-02
......................\...........\......\GetErrorMeanAndImage.m,2335,2012-02-02
......................\...........\......\GetFirstFilter3ChannelsMexS.m,857,2011-07-31
......................\...........\......\GetResultsOfKernelApplication.m,16972,2012-02-02
......................\...........\......\HashCodesIntoTables.m,5870,2011-08-23
......................\...........\......\HashingSchemeNew.m,33794,2012-04-30
......................\...........\......\helpers
......................\...........\......\.......\AnnFromC2Matlab.m,160,2010-05-10
......................\...........\......\.......\AnnFromMatlab2c.m,158,2010-11-15
......................\...........\......\.......\ConvertPatchArrayFromYCbCr2RGB.m,377,2012-02-02
......................\...........\......\.......\ConvertToStackedFormat.m,176,2012-02-02
......................\...........\......\.......\extract_patch_position.m,309,2012-01-17
......................\...........\......\.......\kAnnFromC2Matlab.m,173,2010-11-24
......................\...........\......\.......\kAnnFromMatlab2c.m,170,2011-09-15
......................\...........\......\.......\ModifyBoundaries.m,2403,2012-04-30
......................\...........\......\.......\ModifyBoundaries.m.bak,2381,2012-04-17
......................\...........\PlotExampleResults.m,7377,2012-04-17
......................\...........\readme.txt,924,2012-04-30


......................\image inpainting through neural networks hallucinations.pdf,3200865,2016-08-24
......................\readme.txt,17,2016-07-09
......................\利用神经网络训练进行图像修复
......................\............................\inpainting




......................\............................\..........\cow-mask.png
......................\............................\..........\cow-out.png,958642,2011-12-11
......................\............................\..........\cow.png,476836,2011-12-11
......................\............................\..........\man-mask.png,1662,2011-01-07
......................\............................\..........\man.png,251872,2011-12-11
......................\............................\..........\patch_inpaint.m,3700,2011-12-11
......................\............................\..........\htm" target=_blank>README,975,2011-12-11
......................\............................\..........\test.m,210,2016-07-09
......................\............................\license.txt,1338,2011-12-11