├── README.md ├── codes ├── config │ ├── DANv1 │ │ ├── count_flops.py │ │ ├── creat_PCA.py │ │ ├── inference.py │ │ ├── models │ │ │ ├── SRGAN_model.py │ │ │ ├── SR_model.py │ │ │ ├── __init__.py │ │ │ ├── base_model.py │ │ │ ├── blind_model.py │ │ │ ├── lr_scheduler.py │ │ │ ├── modules │ │ │ │ ├── RRDBNet_arch.py │ │ │ │ ├── SRResNet_arch.py │ │ │ │ ├── __init__.py │ │ │ │ ├── dan_arch.py │ │ │ │ ├── discriminator_vgg_arch.py │ │ │ │ ├── loss.py │ │ │ │ └── module_util.py │ │ │ └── networks.py │ │ ├── options.py │ │ ├── options │ │ │ ├── setting1 │ │ │ │ ├── test │ │ │ │ │ ├── test_setting1_x2.yml │ │ │ │ │ ├── test_setting1_x3.yml │ │ │ │ │ └── test_setting1_x4.yml │ │ │ │ └── train │ │ │ │ │ ├── train_setting1_x2.yml │ │ │ │ │ ├── train_setting1_x3.yml │ │ │ │ │ └── train_setting1_x4.yml │ │ │ └── setting2 │ │ │ │ ├── test │ │ │ │ ├── test_setting2_x2.yml │ │ │ │ └── test_setting2_x4.yml │ │ │ │ └── train │ │ │ │ ├── train_setting2_x2.yml │ │ │ │ └── train_setting2_x4.yml │ │ ├── test.py │ │ └── train.py │ ├── DANv2 │ │ ├── count_flops.py │ │ ├── creat_PCA.py │ │ ├── inference.py │ │ ├── models │ │ │ ├── SRGAN_model.py │ │ │ ├── SR_model.py │ │ │ ├── __init__.py │ │ │ ├── base_model.py │ │ │ ├── blind_model.py │ │ │ ├── lr_scheduler.py │ │ │ ├── modules │ │ │ │ ├── RRDBNet_arch.py │ │ │ │ ├── SRResNet_arch.py │ │ │ │ ├── __init__.py │ │ │ │ ├── dan_arch.py │ │ │ │ ├── discriminator_vgg_arch.py │ │ │ │ ├── loss.py │ │ │ │ └── module_util.py │ │ │ └── networks.py │ │ ├── options.py │ │ ├── options │ │ │ ├── setting1 │ │ │ │ ├── test │ │ │ │ │ ├── test_setting1_x2.yml │ │ │ │ │ ├── test_setting1_x3.yml │ │ │ │ │ └── test_setting1_x4.yml │ │ │ │ └── train │ │ │ │ │ ├── train_setting1_x2.yml │ │ │ │ │ ├── train_setting1_x3.yml │ │ │ │ │ └── train_setting1_x4.yml │ │ │ └── setting2 │ │ │ │ ├── test │ │ │ │ ├── test_setting2_x2.yml │ │ │ │ └── test_setting2_x4.yml │ │ │ │ └── train │ │ │ │ ├── train_setting2_x2.yml │ │ │ │ └── train_setting2_x4.yml │ │ ├── test.py │ │ └── train.py │ └── IKC │ │ ├── creat_PCA.py │ │ ├── data │ │ ├── LQGTker_dataset.py │ │ ├── LQ_dataset.py │ │ ├── LQker_dataset.py │ │ ├── LRHR_seg_bg_dataset.py │ │ ├── SRker_dataset.py │ │ ├── __init__.py │ │ ├── data_sampler.py │ │ └── util.py │ │ ├── inference_IKC.py │ │ ├── models │ │ ├── C_model.py │ │ ├── F_model.py │ │ ├── P_model.py │ │ ├── SFTGAN_ACD_model.py │ │ ├── SFTMD_model.py │ │ ├── SRGAN_model.py │ │ ├── SR_model.py │ │ ├── __init__.py │ │ ├── base_model.py │ │ ├── lr_scheduler.py │ │ ├── modules │ │ │ ├── RRDBNet_arch.py │ │ │ ├── SRResNet_arch.py │ │ │ ├── __init__.py │ │ │ ├── discriminator_vgg_arch.py │ │ │ ├── loss.py │ │ │ ├── module_util.py │ │ │ ├── seg_arch.py │ │ │ ├── sft_arch.py │ │ │ └── sftmd_arch.py │ │ └── networks.py │ │ ├── options.py │ │ ├── options │ │ ├── test │ │ │ ├── Corrector │ │ │ │ ├── test_Corrector_x2.yml │ │ │ │ ├── test_Corrector_x3.yml │ │ │ │ └── test_Corrector_x4.yml │ │ │ ├── Predictor │ │ │ │ ├── test_Predictor_x2.yml │ │ │ │ ├── test_Predictor_x3.yml │ │ │ │ └── test_Predictor_x4.yml │ │ │ └── SFTMD │ │ │ │ ├── test_SFTMD_x2.yml │ │ │ │ ├── test_SFTMD_x3.yml │ │ │ │ └── test_SFTMD_x4.yml │ │ └── train │ │ │ ├── Corrector │ │ │ ├── train_Corrector_x2.yml │ │ │ ├── train_Corrector_x3.yml │ │ │ └── train_Corrector_x4.yml │ │ │ ├── Predictor │ │ │ ├── train_Predictor_x2.yml │ │ │ ├── train_Predictor_x3.yml │ │ │ └── train_Predictor_x4.yml │ │ │ └── SFTMD │ │ │ ├── train_SFTMD_x2.yml │ │ │ ├── train_SFTMD_x3.yml │ │ │ └── train_SFTMD_x4.yml │ │ ├── test_IKC.py │ │ ├── test_SFTMD.py │ │ ├── train_IKC.py │ │ ├── train_SFTMD.py │ │ └── utils │ │ ├── __init__.py │ │ └── util.py ├── data │ ├── GT_dataset.py │ ├── LQGT_dataset.py │ ├── LQ_dataset.py │ ├── __init__.py │ ├── data_sampler.py │ └── util.py ├── scripts │ ├── .DS_Store │ ├── back_projection │ │ ├── backprojection.m │ │ ├── main_bp.m │ │ └── main_reverse_filter.m │ ├── color2gray.py │ ├── create_lmdb.py │ ├── extract_subimgs_single.py │ ├── generate_mod_LR_bic.m │ ├── generate_mod_LR_bic.py │ ├── generate_mod_blur_LR_bic.py │ └── kernel_visual.py └── utils │ ├── __init__.py │ ├── deg_utils.py │ ├── file_utils.py │ └── img_utils.py ├── data_samples ├── DANv1_SR │ └── chip_x4.png ├── IKC_SR │ └── chip_x4.png └── LR │ └── chip.png ├── metrics ├── calculate_PSNR_SSIM.m └── calculate_PSNR_SSIM.py └── pca_matrix ├── DANv1 ├── pca_aniso_matrix_x2.pth ├── pca_aniso_matrix_x4.pth └── pca_matrix.pth ├── DANv2 ├── pca_aniso_matrix_x2.pth ├── pca_aniso_matrix_x4.pth └── pca_matrix.pth └── IKC └── pca_matrix.pth /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/greatlog/DAN/HEAD/README.md -------------------------------------------------------------------------------- /codes/config/DANv1/count_flops.py: -------------------------------------------------------------------------------- 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