├── LICENSE ├── Output_Images ├── Input.png ├── L1.png ├── L2.png ├── MDF.png ├── MSSSIM.png ├── SSIM.png ├── VGG.png ├── VGG_MSE_pt01.png ├── VGG_MSE_pt1.png └── VGG_style_loss.png ├── PSNR_Values ├── PSNRs_L1.npy ├── PSNRs_L2.npy ├── PSNRs_MDF.npy ├── PSNRs_MSSSIM.npy ├── PSNRs_SSIM.npy ├── PSNRs_VGG.npy ├── PSNRs_VGG_MSE_pt01.npy └── PSNRs_VGG_MSE_pt1.npy ├── README.md ├── SinGAN ├── __pycache__ │ └── models.cpython-37.pyc └── models.py ├── __pycache__ ├── mdfloss.cpython-37.pyc ├── style_loss.cpython-37.pyc ├── super_loss.cpython-37.pyc └── utils.cpython-37.pyc ├── example.ipynb ├── example.py ├── loss_comparison_style_loss.py ├── loss_comparisons.py ├── loss_modules ├── DQ.py ├── Ds_forest.pth ├── Ds_stone.pth ├── Ds_stone_1000.pth ├── HDR_VDP.py ├── Multi_Scale.py ├── N_nCSF.csv ├── SpatialGradientLoss.py ├── VGGPerceptualLoss.py ├── __pycache__ │ ├── DQ.cpython-36.pyc │ ├── Multi_Scale.cpython-36.pyc │ ├── SpatialGradientLoss.cpython-36.pyc │ ├── VGGPerceptualLoss.cpython-36.pyc │ ├── VGGPerceptualLoss.cpython-37.pyc │ ├── flip_loss.cpython-36.pyc │ ├── fsim.cpython-36.pyc │ ├── msssim.cpython-36.pyc │ ├── msssim.cpython-37.pyc │ ├── sin_gan_loss.cpython-36.pyc │ ├── sin_gan_loss.cpython-37.pyc │ ├── ssim.cpython-36.pyc │ ├── ssim.cpython-37.pyc │ └── ssim_split.cpython-36.pyc ├── flip_loss.py ├── fsim.py ├── msssim.py ├── sin_gan_loss.py ├── ssim.py └── ssim_split.py ├── mdfloss.py ├── misc ├── i10.png └── test.png ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── base_model.cpython-36.pyc │ ├── base_model.cpython-37.pyc │ ├── dist_model.cpython-36.pyc │ ├── dist_model.cpython-37.pyc │ ├── networks_basic.cpython-36.pyc │ ├── networks_basic.cpython-37.pyc │ ├── pretrained_networks.cpython-36.pyc │ └── pretrained_networks.cpython-37.pyc ├── base_model.py ├── dist_model.py ├── networks_basic.py ├── pretrained_networks.py └── weights │ ├── v0.0 │ ├── alex.pth │ ├── squeeze.pth │ └── vgg.pth │ └── v0.1 │ ├── alex.pth │ ├── squeeze.pth │ └── vgg.pth ├── noisy_img.pt ├── noisy_test_img.pt ├── requirements.txt ├── style_loss.py ├── super_loss.py ├── utils.py └── weights ├── Ds_Denoising.pth ├── Ds_JPEG.pth └── Ds_SISR.pth /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gfxdisp/mdf/HEAD/LICENSE -------------------------------------------------------------------------------- /Output_Images/Input.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gfxdisp/mdf/HEAD/Output_Images/Input.png -------------------------------------------------------------------------------- /Output_Images/L1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gfxdisp/mdf/HEAD/Output_Images/L1.png -------------------------------------------------------------------------------- /Output_Images/L2.png: 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