TIP10' s paper " Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization" code. Image denoising and super-resolution algorithm

TIP_ASDS_IR
...........\Codes
...........\.....\PCA_functions
...........\.....\.............\Cal_PCA.m
...........\.....\.............\getpca.m
...........\.....\.............\LPCA_IS.m
...........\.....\.............\LPCA_IS_fast.m
...........\.....\.............\Set_PCA_idx.m
...........\.....\.............\Set_PCA_idx_New.m
...........\.....\Training
...........\.....\........\Clustering.m
...........\.....\........\Enhanced_clustering.m
...........\.....\........\Get_AR.m
...........\.....\........\Get_DCT.m
...........\.....\........\Get_patches.m
...........\.....\........\Main_Training.m
...........\.....\Utilities
...........\.....\.........\Add_noise.m
...........\.....\.........\ASDS_AR_deblurring.m
...........\.....\.........\ASDS_AR_Superresolution.m
...........\.....\.........\Blur.m
...........\.....\.........\Blur_M.m
...........\.....\.........\cal_ssim.m
...........\.....\.........\Compute_AR_Matrix.m
...........\.....\.........\Compute_NLM_Matrix.m
...........\.....\.........\csnr.m
...........\.....\.........\find_blks.m
...........\.....\.........\Generate_blur_image.m
...........\.....\.........\hard.m
...........\.....\.........\Image_Deblurring.m
...........\.....\.........\Image_Superresolution.m
...........\.....\.........\IM_Crop.m
...........\.....\.........\LPCA_IS_fast2.m
...........\.....\.........\Proc_cls_idx.m
...........\.....\.........\Set_blur_matrix.m
...........\.....\.........\soft.m
...........\.....\.........\Write2TXT.m
...........\Data
...........\....\Data_set
...........\....\........\TD1
...........\....\........\...\kodak_woman.tif
...........\....\........\...\t1.tif
...........\....\........\...\t2.tif
...........\....\........\...\t3.tif
...........\....\........\...\t5.tif
...........\....\........\TD2
...........\....\........\...\t1.tif
...........\....\........\...\t2.tif
...........\....\........\...\t3.tif
...........\....\........\...\t4.tif
...........\....\........\...\t5.tif
...........\....\Deblurring_test_images
...........\....\......................\baboon.tif
...........\....\......................\barbara.tif
...........\....\......................\bike.tif
...........\....\......................\boats.tif
...........\....\......................\cameraman.tif
...........\....\......................\hat.tif
...........\....\......................\Parrots.tif
...........\....\......................\pentagon.tif
...........\....\......................\peppers.tif
...........\....\......................\straw.tif
...........\....\Lib
...........\....\...\PCA_AR_TD1.mat
...........\....\...\PCA_AR_TD2.mat
...........\....\SR_test_images
...........\....\..............\bike.tif
...........\....\..............\Butterfly.tif
...........\....\..............\flower.tif
...........\....\..............\girl.tif
...........\....\..............\hat.tif
...........\....\..............\leaves.tif
...........\....\..............\Parrots.tif
...........\....\..............\Parthenon.tif
...........\....\..............\plants.tif
...........\....\..............\raccoon.tif
...........\Deblurring
...........\..........\Gaussian_blur
...........\..........\Uniform_blur
...........\Deblurring_Main.m
...........\Superresolution_Main.m
...........\Super_resolution
...........\................\Noiseless_results
...........\................\Noisy_results

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