├── Apache License ├── LICENSE ├── README.md ├── data ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── dataset_deloss.cpython-36.pyc │ ├── dataset_deloss.cpython-37.pyc │ ├── dataset_dncnn.cpython-36.pyc │ ├── dataset_dncnn.cpython-37.pyc │ ├── dataset_dpsr.cpython-36.pyc │ ├── dataset_plain.cpython-37.pyc │ ├── dataset_plainpatch.cpython-37.pyc │ ├── dataset_sr.cpython-36.pyc │ ├── dataset_sr.cpython-37.pyc │ ├── dataset_srmd.cpython-36.pyc │ ├── mydataloader.cpython-37.pyc │ ├── select_dataset.cpython-36.pyc │ └── select_dataset.cpython-37.pyc ├── dataset_deloss.py ├── dataset_dncnn.py ├── dataset_dnpatch.py ├── dataset_dpsr.py ├── dataset_fdncnn.py ├── dataset_ffdnet.py ├── dataset_l.py ├── dataset_plain.py ├── dataset_plainpatch.py ├── dataset_sr.py ├── dataset_srmd.py ├── mydataloader.py └── select_dataset.py ├── degradation_step1_nois.py ├── degradation_step2_down.py ├── degradation_step3_compressio.py ├── kernels ├── srmd_pca_matlab.mat └── srmd_pca_pytorch.mat ├── main_test_aidsrgan+_need_hr.py ├── main_test_aidsrgan_need_hr.py ├── main_test_kdsrgan_need_hr.py ├── main_train_aidsrgan+.py ├── main_train_aidsrgan.py ├── main_train_kdsrgan.py ├── model_zoo └── aidsrgan_390000_x2.pth ├── models ├── KD_block.py ├── __pycache__ │ ├── KD_block.cpython-36.pyc │ ├── KD_block.cpython-37.pyc │ ├── basicblock.cpython-36.pyc │ ├── basicblock.cpython-37.pyc │ ├── cyclegan_model.cpython-36.pyc │ ├── cyclegan_model.cpython-37.pyc │ ├── enhance_model_gan.cpython-36.pyc │ ├── enhance_model_gan.cpython-37.pyc │ ├── enhance_sr_denoising.cpython-36.pyc │ ├── enhance_sr_denoising.cpython-37.pyc │ ├── loss.cpython-36.pyc │ ├── loss.cpython-37.pyc │ ├── loss_ssim.cpython-36.pyc │ ├── loss_ssim.cpython-37.pyc │ ├── model_base.cpython-36.pyc │ ├── model_base.cpython-37.pyc │ ├── model_gan.cpython-36.pyc │ ├── model_gan.cpython-37.pyc │ ├── model_plain.cpython-36.pyc │ ├── model_plain.cpython-37.pyc │ ├── network_discriminator.cpython-36.pyc │ ├── network_discriminator.cpython-37.pyc │ ├── network_dncnn.cpython-36.pyc │ ├── network_dncnn.cpython-37.pyc │ ├── network_dpsr.cpython-36.pyc │ ├── network_dpsr.cpython-37.pyc │ ├── network_edsr.cpython-36.pyc │ ├── network_feature.cpython-36.pyc │ ├── network_feature.cpython-37.pyc │ ├── network_imdn.cpython-36.pyc │ ├── network_imdn.cpython-37.pyc │ ├── network_msrresnet.cpython-36.pyc │ ├── network_msrresnet.cpython-37.pyc │ ├── network_srmd.cpython-36.pyc │ ├── network_srmd.cpython-37.pyc │ ├── select_model.cpython-36.pyc │ ├── select_model.cpython-37.pyc │ ├── select_network.cpython-36.pyc │ └── select_network.cpython-37.pyc ├── basicblock.py ├── cyclegan_model.py ├── einstein.png ├── enhance_model_gan.py ├── enhance_sr_denoising.py ├── loss.py ├── loss_ssim.py ├── main_test_cyclegan.py ├── model_base.py ├── model_gan.py ├── model_plain.py ├── model_plain4.py ├── network_discriminator.py ├── network_dncnn.py ├── network_dpsr.py ├── network_edsr.py ├── network_ffdnet.py ├── network_imdn.py ├── network_msrresnet.py ├── select_model.py ├── select_network.py └── test.py ├── options ├── train_enhance_msrresnet_denosing_add_deloss.json ├── train_enhance_msrresnet_denosing_add_deloss_rcagroup.json ├── train_enhance_msrresnet_denosing_difloss.json └── train_kdsrgan.json ├── pytorch_ssim ├── __init__.py └── __pycache__ │ ├── __init__.cpython-36.pyc │ └── __init__.cpython-37.pyc ├── requirements.txt ├── results └── results.txt ├── superresolution └── Training Result.txt ├── testsets ├── Put the test dataset here..txt ├── fig1.png └── fig3.R1.png ├── trainsets └── Put the training dataset here..txt └── utilss ├── __pycache__ ├── utils_bnorm.cpython-36.pyc ├── utils_bnorm.cpython-37.pyc ├── utils_cyclegan.cpython-36.pyc ├── utils_cyclegan.cpython-37.pyc ├── utils_datasets.cpython-36.pyc ├── utils_datasets.cpython-37.pyc ├── utils_deblur.cpython-36.pyc ├── utils_deblur.cpython-37.pyc ├── utils_image.cpython-36.pyc ├── utils_image.cpython-37.pyc ├── utils_logger.cpython-36.pyc ├── utils_logger.cpython-37.pyc ├── utils_model.cpython-36.pyc ├── utils_model.cpython-37.pyc ├── utils_option.cpython-36.pyc ├── utils_option.cpython-37.pyc ├── utils_regularizers.cpython-36.pyc ├── utils_regularizers.cpython-37.pyc ├── utils_sisr.cpython-36.pyc └── utils_sisr.cpython-37.pyc ├── test.bmp ├── utils_bnorm.py ├── utils_cyclegan.py ├── utils_datasets.py ├── utils_deblur.py ├── utils_image.py ├── utils_logger.py ├── utils_model.py ├── utils_option.py ├── utils_params.py ├── utils_regularizers.py └── utils_sisr.py /Apache License: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/Apache License -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/README.md -------------------------------------------------------------------------------- /data/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /data/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /data/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_deloss.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_deloss.cpython-36.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_deloss.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_deloss.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_dncnn.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_dncnn.cpython-36.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_dncnn.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_dncnn.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_dpsr.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_dpsr.cpython-36.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_plain.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_plain.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_plainpatch.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_plainpatch.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_sr.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_sr.cpython-36.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_sr.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_sr.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/dataset_srmd.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/dataset_srmd.cpython-36.pyc -------------------------------------------------------------------------------- /data/__pycache__/mydataloader.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/mydataloader.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/select_dataset.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/select_dataset.cpython-36.pyc -------------------------------------------------------------------------------- /data/__pycache__/select_dataset.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/__pycache__/select_dataset.cpython-37.pyc -------------------------------------------------------------------------------- /data/dataset_deloss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_deloss.py -------------------------------------------------------------------------------- /data/dataset_dncnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_dncnn.py -------------------------------------------------------------------------------- /data/dataset_dnpatch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_dnpatch.py -------------------------------------------------------------------------------- /data/dataset_dpsr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_dpsr.py -------------------------------------------------------------------------------- /data/dataset_fdncnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_fdncnn.py -------------------------------------------------------------------------------- /data/dataset_ffdnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_ffdnet.py -------------------------------------------------------------------------------- /data/dataset_l.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_l.py -------------------------------------------------------------------------------- /data/dataset_plain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_plain.py -------------------------------------------------------------------------------- /data/dataset_plainpatch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_plainpatch.py -------------------------------------------------------------------------------- /data/dataset_sr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_sr.py -------------------------------------------------------------------------------- /data/dataset_srmd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/dataset_srmd.py -------------------------------------------------------------------------------- /data/mydataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/mydataloader.py -------------------------------------------------------------------------------- /data/select_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/data/select_dataset.py -------------------------------------------------------------------------------- /degradation_step1_nois.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/degradation_step1_nois.py -------------------------------------------------------------------------------- /degradation_step2_down.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/degradation_step2_down.py -------------------------------------------------------------------------------- /degradation_step3_compressio.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/degradation_step3_compressio.py -------------------------------------------------------------------------------- /kernels/srmd_pca_matlab.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/kernels/srmd_pca_matlab.mat -------------------------------------------------------------------------------- /kernels/srmd_pca_pytorch.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/kernels/srmd_pca_pytorch.mat -------------------------------------------------------------------------------- /main_test_aidsrgan+_need_hr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/main_test_aidsrgan+_need_hr.py -------------------------------------------------------------------------------- /main_test_aidsrgan_need_hr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/main_test_aidsrgan_need_hr.py -------------------------------------------------------------------------------- /main_test_kdsrgan_need_hr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/main_test_kdsrgan_need_hr.py -------------------------------------------------------------------------------- /main_train_aidsrgan+.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/main_train_aidsrgan+.py -------------------------------------------------------------------------------- /main_train_aidsrgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/main_train_aidsrgan.py -------------------------------------------------------------------------------- /main_train_kdsrgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/main_train_kdsrgan.py -------------------------------------------------------------------------------- /model_zoo/aidsrgan_390000_x2.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/model_zoo/aidsrgan_390000_x2.pth -------------------------------------------------------------------------------- /models/KD_block.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/KD_block.py -------------------------------------------------------------------------------- /models/__pycache__/KD_block.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/KD_block.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/KD_block.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/KD_block.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/basicblock.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/basicblock.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/basicblock.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/basicblock.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/cyclegan_model.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/cyclegan_model.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/cyclegan_model.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/cyclegan_model.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/enhance_model_gan.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/enhance_model_gan.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/enhance_model_gan.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/enhance_model_gan.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/enhance_sr_denoising.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/enhance_sr_denoising.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/enhance_sr_denoising.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/enhance_sr_denoising.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/loss.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/loss.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/loss.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/loss.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/loss_ssim.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/loss_ssim.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/loss_ssim.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/loss_ssim.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_base.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/model_base.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_base.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/model_base.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_gan.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/model_gan.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_gan.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/model_gan.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_plain.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/model_plain.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_plain.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/model_plain.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_discriminator.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_discriminator.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_discriminator.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_discriminator.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_dncnn.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_dncnn.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_dncnn.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_dncnn.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_dpsr.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_dpsr.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_dpsr.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_dpsr.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_edsr.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_edsr.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_feature.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_feature.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_feature.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_feature.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_imdn.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_imdn.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_imdn.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_imdn.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_msrresnet.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_msrresnet.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_msrresnet.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_msrresnet.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_srmd.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_srmd.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/network_srmd.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/network_srmd.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/select_model.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/select_model.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/select_model.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/select_model.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/select_network.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/select_network.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/select_network.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/__pycache__/select_network.cpython-37.pyc -------------------------------------------------------------------------------- /models/basicblock.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/basicblock.py -------------------------------------------------------------------------------- /models/cyclegan_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/cyclegan_model.py -------------------------------------------------------------------------------- /models/einstein.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/einstein.png -------------------------------------------------------------------------------- /models/enhance_model_gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/enhance_model_gan.py -------------------------------------------------------------------------------- /models/enhance_sr_denoising.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/enhance_sr_denoising.py -------------------------------------------------------------------------------- /models/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/loss.py -------------------------------------------------------------------------------- /models/loss_ssim.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/loss_ssim.py -------------------------------------------------------------------------------- /models/main_test_cyclegan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/main_test_cyclegan.py -------------------------------------------------------------------------------- /models/model_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/model_base.py -------------------------------------------------------------------------------- /models/model_gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/model_gan.py -------------------------------------------------------------------------------- /models/model_plain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/model_plain.py -------------------------------------------------------------------------------- /models/model_plain4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/model_plain4.py -------------------------------------------------------------------------------- /models/network_discriminator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/network_discriminator.py -------------------------------------------------------------------------------- /models/network_dncnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/network_dncnn.py -------------------------------------------------------------------------------- /models/network_dpsr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/network_dpsr.py -------------------------------------------------------------------------------- /models/network_edsr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/network_edsr.py -------------------------------------------------------------------------------- /models/network_ffdnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/network_ffdnet.py -------------------------------------------------------------------------------- /models/network_imdn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/network_imdn.py -------------------------------------------------------------------------------- /models/network_msrresnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/network_msrresnet.py -------------------------------------------------------------------------------- /models/select_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/select_model.py -------------------------------------------------------------------------------- /models/select_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/select_network.py -------------------------------------------------------------------------------- /models/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/models/test.py -------------------------------------------------------------------------------- /options/train_enhance_msrresnet_denosing_add_deloss.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/options/train_enhance_msrresnet_denosing_add_deloss.json -------------------------------------------------------------------------------- /options/train_enhance_msrresnet_denosing_add_deloss_rcagroup.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/options/train_enhance_msrresnet_denosing_add_deloss_rcagroup.json -------------------------------------------------------------------------------- /options/train_enhance_msrresnet_denosing_difloss.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/options/train_enhance_msrresnet_denosing_difloss.json -------------------------------------------------------------------------------- /options/train_kdsrgan.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/options/train_kdsrgan.json -------------------------------------------------------------------------------- /pytorch_ssim/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/pytorch_ssim/__init__.py -------------------------------------------------------------------------------- /pytorch_ssim/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/pytorch_ssim/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /pytorch_ssim/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/pytorch_ssim/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/requirements.txt -------------------------------------------------------------------------------- /results/results.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /superresolution/Training Result.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /testsets/Put the test dataset here..txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /testsets/fig1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/testsets/fig1.png -------------------------------------------------------------------------------- /testsets/fig3.R1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/testsets/fig3.R1.png -------------------------------------------------------------------------------- /trainsets/Put the training dataset here..txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utilss/__pycache__/utils_bnorm.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_bnorm.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_bnorm.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_bnorm.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_cyclegan.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_cyclegan.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_cyclegan.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_cyclegan.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_datasets.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_datasets.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_datasets.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_datasets.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_deblur.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_deblur.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_deblur.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_deblur.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_image.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_image.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_image.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_image.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_logger.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_logger.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_logger.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_logger.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_model.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_model.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_model.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_model.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_option.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_option.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_option.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_option.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_regularizers.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_regularizers.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_regularizers.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_regularizers.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_sisr.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_sisr.cpython-36.pyc -------------------------------------------------------------------------------- /utilss/__pycache__/utils_sisr.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/__pycache__/utils_sisr.cpython-37.pyc -------------------------------------------------------------------------------- /utilss/test.bmp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/test.bmp -------------------------------------------------------------------------------- /utilss/utils_bnorm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_bnorm.py -------------------------------------------------------------------------------- /utilss/utils_cyclegan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_cyclegan.py -------------------------------------------------------------------------------- /utilss/utils_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_datasets.py -------------------------------------------------------------------------------- /utilss/utils_deblur.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_deblur.py -------------------------------------------------------------------------------- /utilss/utils_image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_image.py -------------------------------------------------------------------------------- /utilss/utils_logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_logger.py -------------------------------------------------------------------------------- /utilss/utils_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_model.py -------------------------------------------------------------------------------- /utilss/utils_option.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_option.py -------------------------------------------------------------------------------- /utilss/utils_params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_params.py -------------------------------------------------------------------------------- /utilss/utils_regularizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_regularizers.py -------------------------------------------------------------------------------- /utilss/utils_sisr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongsongH/AIDSRGAN-MICCAI2022/HEAD/utilss/utils_sisr.py --------------------------------------------------------------------------------