├── LICENSE ├── README.md ├── figs ├── anisotropic_gaussian.gif ├── architecture.png ├── bicubic_kernelx2.png ├── bicubic_kernelx3.png ├── bicubic_kernelx4.png ├── butterfly.bmp ├── butterfly_x2.bmp ├── butterfly_x2_k10_LR.png ├── butterfly_x2_k10_usrnet.png ├── butterfly_x3.bmp ├── butterfly_x3_k2_LR.png ├── butterfly_x3_k2_usrnet.png ├── butterfly_x4_k7_LR.png ├── butterfly_x4_k7_usrnet.png ├── category.png ├── chip.png ├── chip_x1.png ├── chip_x2.png ├── chip_x3.png ├── chip_x4.png ├── chip_x5.png ├── chip_x6.png ├── classical_degradation_model.png ├── comic.png ├── comic_x2.png ├── degradation_model.svg ├── down_s.svg ├── down_s1.svg ├── fig1.png ├── g1_E.png ├── g1_LR.png ├── g2_E.png ├── g2_LR.png ├── isotropic_gaussian.gif ├── k.svg ├── motion.gif ├── n.svg ├── otimes.svg ├── parrot_x4_k12_LR.png ├── parrot_x4_k12_usrgan.png ├── parrot_x4_k3_LR.png ├── parrot_x4_k3_usrgan.png ├── parrot_x4_k6_LR.png ├── parrot_x4_k6_usrgan.png ├── psnr.png ├── s.svg ├── s1.svg ├── sigma.svg ├── ss.svg ├── test_02_x4_k5_LR.png ├── test_02_x4_k5_usrgan.png ├── test_03_x4_k8_LR.png ├── test_03_x4_k8_usrgan.png ├── test_09_x1_k12_LR.png ├── test_09_x1_k12_usrnet.png ├── test_14_x4_k5_LR.png ├── test_14_x4_k5_usrgan.png ├── test_16_x1_k12_LR.png ├── test_16_x1_k12_usrnet.png ├── test_18_k12_s4_gan.png ├── test_18_k12_s4_mse.png ├── test_18_x4_k121.png ├── test_19_LR_x4.png ├── test_19_x4.png ├── test_19_x4_k1_L.png ├── test_19_x4_k1_L1.png ├── test_19_x4_k1_mse.png ├── test_27_x4_k3_LR.png ├── test_27_x4_k3_usrgan.png ├── test_35_LR_x4.png ├── test_35_x4.png ├── test_35_x4_k1_L.png ├── test_35_x4_k1_mse.png ├── test_36_L1.png ├── test_36_k1_s4_gan.png ├── test_36_k1_s4_mse.png ├── test_36_x4_k9_LR.png ├── test_36_x4_k9_usrgan.png ├── test_39_x4_k1_LR.png ├── test_39_x4_k1_usrgan.png ├── test_42_LR_x4.png ├── test_42_x4.png ├── test_42_x4_k1_L.png ├── test_42_x4_k1_mse.png ├── test_50_k8_s4_gan.png ├── test_50_k8_s4_mse.png ├── test_50_x4_k81.png ├── test_57_x4_k1_LR.png ├── test_57_x4_k1_usrgan.png ├── x.svg ├── y.svg └── y1.svg ├── kernels ├── k_large_1.png ├── k_large_2.png ├── kernels_12.mat └── kernels_bicubicx234.mat ├── main_download_pretrained_models.py ├── main_test_bicubic.py ├── main_test_realapplication.py ├── main_test_table1.py ├── model_zoo └── README.md ├── models ├── basicblock.py ├── network_usrnet.py └── network_usrnet_v1.py ├── testsets ├── README.md ├── set5 │ ├── baby.bmp │ ├── bird.bmp │ ├── butterfly.bmp │ ├── head.bmp │ └── woman.bmp └── set_real │ ├── chip.png │ └── comic.png └── utils ├── test.bmp ├── utils_deblur.py ├── utils_image.py ├── utils_logger.py └── utils_sisr.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cszn/USRNet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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