├── Demo_bicubic_degradation_SRMD.m ├── Demo_bicubic_degradation_SRMDNF.m ├── Demo_degradation_direct_SRMD.m ├── Demo_degradation_direct_SRMDNF.m ├── Demo_denoising_and_deblurring_color_SRMD.m ├── Demo_denoising_and_deblurring_gray_SRMD.m ├── Demo_genearal_degradation_SRMD.m ├── Demo_genearal_degradation_SRMDNF.m ├── Demo_real_application_SRMD.m ├── Demo_real_application_denoising_and_deblurring_color.m ├── Demo_real_application_denoising_and_deblurring_gray.m ├── README.md ├── Test_Track_3_SRMD_non_blind.m ├── TrainingCodes ├── Demo_Get_PCA_matrix.m ├── Demo_Test_SRMD_x3.m ├── Demo_Train_SRMD_x3.m ├── degradation_model.m ├── generatepatches.m ├── kernels │ ├── Demo_Get_PCA_matrix.m │ ├── Demo_show_PCA_matrix.m │ ├── Demo_show_kernels.m │ ├── PCA_P.mat │ └── anisotropic_Gaussian.m ├── model_init_SRMD_x3.m ├── model_train.m ├── testsets │ └── Set5 │ │ ├── baby_GT.bmp │ │ ├── bird_GT.bmp │ │ ├── butterfly_GT.bmp │ │ ├── head_GT.bmp │ │ └── woman_GT.bmp ├── utilities │ ├── Cal_PSNRSSIM.m │ ├── Merge_Bnorm_Demo.m │ ├── data_augmentation.m │ ├── modcrop.m │ ├── shave.m │ ├── simplenn_matlab.m │ ├── vl_simplenn_mergebnorm.m │ ├── vl_srmd.m │ ├── vl_srmd_concise.m │ └── vl_srmd_matlab.m ├── vl_nnSubP.m ├── vl_nnloss.m └── vl_simplenn.m ├── figs ├── 0991x4d.png ├── 0991x4d_srmd.png ├── architecture.png ├── bicubic1.png ├── bicubic2.png ├── butterfly_GT30_VDSR.png ├── butterfly_GTSRMD_x3.png ├── butterfly_GT_x2_.png ├── butterfly_GT_x2_2274.png ├── butterfly_GT_x3_.png ├── butterfly_GT_x3_2675.png ├── butterfly_GT_x4_.png ├── butterfly_GT_x4_2771.png ├── realSR1.png ├── realSR2.png ├── track3.png ├── woman_GT30_VDSR.png └── woman_GTSRMD_x3.png ├── models ├── Demo_show_kernels.m ├── SRMDNFx2.mat ├── SRMDNFx3.mat ├── SRMDNFx4.mat ├── SRMD_non_blind.mat ├── SRMDx1_color.mat ├── SRMDx1_gray.mat ├── SRMDx2.mat ├── SRMDx3.mat └── SRMDx4.mat ├── results ├── Hilbert_SRMD_x1_itrG_5_nlevel_10 │ └── Hilbert_x1.png └── chip_SRMD_Real_x4_itrG_17_nlevel_10 │ └── chip_x4.png ├── testsets ├── Audrey_Hepburn │ └── Audrey_Hepburn.jpg ├── BSD68 │ ├── test001.png │ ├── test002.png │ ├── test003.png │ ├── test004.png │ ├── test005.png │ ├── test006.png │ ├── test007.png │ ├── test008.png │ ├── test009.png │ ├── test010.png │ ├── test011.png │ ├── test012.png │ ├── test013.png │ ├── test014.png │ ├── test015.png │ ├── test016.png │ ├── test017.png │ ├── test018.png │ ├── test019.png │ ├── test020.png │ ├── test021.png │ ├── test022.png │ ├── test023.png │ ├── test024.png │ ├── test025.png │ ├── test026.png │ ├── test027.png │ ├── test028.png │ ├── test029.png │ ├── test030.png │ ├── test031.png │ ├── test032.png │ ├── test033.png │ ├── test034.png │ ├── test035.png │ ├── test036.png │ ├── test037.png │ ├── test038.png │ ├── test039.png │ ├── test040.png │ ├── test041.png │ ├── test042.png │ ├── test043.png │ ├── test044.png │ ├── test045.png │ ├── test046.png │ ├── test047.png │ ├── test048.png │ ├── test049.png │ ├── test050.png │ ├── test051.png │ ├── test052.png │ ├── test053.png │ ├── test054.png │ ├── test055.png │ ├── test056.png │ ├── test057.png │ ├── test058.png │ ├── test059.png │ ├── test060.png │ ├── test061.png │ ├── test062.png │ ├── test063.png │ ├── test064.png │ ├── test065.png │ ├── test066.png │ ├── test067.png │ └── test068.png ├── Hilbert │ └── Hilbert.jpg ├── Nami │ └── Nami.jpg ├── Set14 │ ├── baboon.bmp │ ├── barbara.bmp │ ├── bridge.bmp │ ├── coastguard.bmp │ ├── comic.bmp │ ├── face.bmp │ ├── flowers.bmp │ ├── foreman.bmp │ ├── lenna.bmp │ ├── man.bmp │ ├── monarch.bmp │ ├── pepper.bmp │ ├── ppt3.bmp │ └── zebra.bmp ├── Set5 │ ├── baby_GT.bmp │ ├── bird_GT.bmp │ ├── butterfly_GT.bmp │ ├── head_GT.bmp │ └── woman_GT.bmp ├── cat │ └── cat.png ├── chip │ └── chip.png ├── flowers │ └── Flowers.png ├── flowersL │ └── Flowers.png ├── frog │ └── Frog.png ├── stars │ └── Stars.png └── starsL │ └── Stars.png └── utilities ├── Cal_PSNRSSIM.m ├── center_crop.m ├── data_augmentation.m ├── im_crop.m ├── im_pad.m ├── modcrop.m ├── shave.m 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