%----------------------------------------------------
%?Sparse?modeling?with?adaptive?sparse?domain?selection?
%?For?Image?Deblurring
%?Data:?Nov.?20?2010
%?Author:?Weisheng?Dong?Lei?Zhang?{wsdong@mail.xidian.edu.cn;?cslzhang@comp.polyu.edu.hk}
%----------------------------------------------------
clc;
clear;
addpath（‘Codes\PCA_functions‘）;
addpath（‘Codes\Utilities‘）;


Test_image_dir?????=????‘Data\Deblurring_test_images‘;

blur_type??????????=????1;??????????%?1:?uniform?blur?kernel;??2:?Gaussian?blur?kernel;?

if?blur_type?==?1???????????????????%?When?blur_type?=?1?blur_par?denotes?the?kernel?size;?When?blur_type?=?2?blur_par?denotes?the?standard?variance?of?Gaussian?kernel
????blur_par???????=????9;??????????%?the?default?blur?kernel?size?is?9?for?uniform?blur;
????Output_dir?????????=????‘Deblurring\Uniform_blur‘;
else
????blur_par???????=????3;??????????%?the?default?standard?deviation?of?Gaussian?blur?kernel?is?3
????Output_dir?????????=????‘Deblurring\Gaussian_blur‘;?
end

nSig???????????????=????sqrt（2）;????%?The?standard?variance?of?the?additive?Gaussian?noise;
method?????????????=????2;??????????%?0:?ASDS;??1:?ASDS_AR;??2:?ASDS_AR_NL;
dict???????????????=????2;??????????%?1:?dictionary?1?trained?from?dataset?1;?2:?dictionary?2?trained?from?dataset?2;

image_name?????????=????‘Parrots.tif‘;????%?input?the?test?image?name;


%?The?following?codes?start?to?perform?the?deblurring?experiment?with?the?above?input?parameters;

[im?PSNR?SSIM]???=???Image_Deblurring（method?dict?nSig?Output_dir?Test_image_dir?image_name?blur_type?blur_par）;

disp（?sprintf（‘%s:?PSNR?=?%3.2f??SSIM?=?%f\n‘?image_name?PSNR?SSIM）?）;?

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????1705??2009-12-27?21:40??TIP_ASDS_IR\Codes\PCA_functions\Cal_PCA.m

?????文件????????335??2009-10-11?22:30??TIP_ASDS_IR\Codes\PCA_functions\getpca.m

?????文件???????1144??2010-05-08?21:51??TIP_ASDS_IR\Codes\PCA_functions\LPCA_IS.m

?????文件???????6147??2010-10-26?19:09??TIP_ASDS_IR\Codes\PCA_functions\LPCA_IS_fast.m

?????文件???????2558??2010-09-21?11:45??TIP_ASDS_IR\Codes\PCA_functions\Set_PCA_idx.m

?????文件???????1500??2010-05-14?11:41??TIP_ASDS_IR\Codes\PCA_functions\Set_PCA_idx_New.m

?????文件???????1805??2010-09-20?16:21??TIP_ASDS_IR\Codes\Training\Clustering.m

?????文件???????5295??2010-05-13?13:00??TIP_ASDS_IR\Codes\Training\Enhanced_clustering.m

?????文件????????714??2010-05-09?22:10??TIP_ASDS_IR\Codes\Training\Get_AR.m

?????文件????????269??2010-05-10?21:17??TIP_ASDS_IR\Codes\Training\Get_DCT.m

?????文件????????962??2010-07-22?22:40??TIP_ASDS_IR\Codes\Training\Get_patches.m

?????文件???????2507??2010-10-12?11:32??TIP_ASDS_IR\Codes\Training\Main_Training.m

?????文件????????190??2010-05-14?15:53??TIP_ASDS_IR\Codes\Utilities\Add_noise.m

?????文件???????6849??2010-11-07?13:15??TIP_ASDS_IR\Codes\Utilities\ASDS_AR_deblurring.m

?????文件???????6723??2010-11-06?23:41??TIP_ASDS_IR\Codes\Utilities\ASDS_AR_Superresolution.m

?????文件???????2081??2009-12-27?22:40??TIP_ASDS_IR\Codes\Utilities\Blur.m

?????文件????????331??2010-01-06?20:32??TIP_ASDS_IR\Codes\Utilities\Blur_M.m

?????文件???????6372??2010-04-15?00:30??TIP_ASDS_IR\Codes\Utilities\cal_ssim.m

?????文件???????3261??2010-09-19?11:22??TIP_ASDS_IR\Codes\Utilities\Compute_AR_Matrix.m

?????文件???????2009??2010-11-07?13:05??TIP_ASDS_IR\Codes\Utilities\Compute_NLM_Matrix.m

?????文件????????440??2006-09-26?13:59??TIP_ASDS_IR\Codes\Utilities\csnr.m

?????文件???????3727??2010-11-07?13:05??TIP_ASDS_IR\Codes\Utilities\find_blks.m

?????文件???????1655??2010-05-22?11:22??TIP_ASDS_IR\Codes\Utilities\Generate_blur_image.m

?????文件????????122??2010-05-13?20:14??TIP_ASDS_IR\Codes\Utilities\hard.m

?????文件???????2348??2010-11-06?23:05??TIP_ASDS_IR\Codes\Utilities\Image_Deblurring.m

?????文件???????2624??2010-11-07?10:11??TIP_ASDS_IR\Codes\Utilities\Image_Superresolution.m

?????文件???????1054??2010-09-19?21:16??TIP_ASDS_IR\Codes\Utilities\IM_Crop.m

?????文件???????1509??2010-05-16?13:35??TIP_ASDS_IR\Codes\Utilities\LPCA_IS_fast2.m

?????文件????????192??2010-05-09?10:42??TIP_ASDS_IR\Codes\Utilities\Proc_cls_idx.m

?????文件???????1536??2010-05-08?23:27??TIP_ASDS_IR\Codes\Utilities\Set_blur_matrix.m

............此處省略57個文件信息