├── BDN.py ├── README.md ├── README ├── architecture.png ├── d800_iso1600_2_BIQAN.png ├── d800_iso1600_2_mean.png ├── d800_iso1600_2_real.png └── result1.png ├── classification_model.py ├── common_utils.py ├── dataset ├── CC │ ├── mean │ │ ├── 5dmark3_iso3200_1_mean.png │ │ ├── 5dmark3_iso3200_2_mean.png │ │ ├── 5dmark3_iso3200_3_mean.png │ │ ├── d600_iso3200_1_mean.png │ │ ├── d600_iso3200_2_mean.png │ │ ├── d600_iso3200_3_mean.png │ │ ├── d800_iso1600_1_mean.png │ │ ├── d800_iso1600_2_mean.png │ │ ├── d800_iso1600_3_mean.png │ │ ├── d800_iso3200_1_mean.png │ │ ├── d800_iso3200_2_mean.png │ │ ├── d800_iso3200_3_mean.png │ │ ├── d800_iso6400_1_mean.png │ │ ├── d800_iso6400_2_mean.png │ │ └── d800_iso6400_3_mean.png │ └── real │ │ ├── 5dmark3_iso3200_1_real.png │ │ ├── 5dmark3_iso3200_2_real.png │ │ ├── 5dmark3_iso3200_3_real.png │ │ ├── d600_iso3200_1_real.png │ │ ├── d600_iso3200_2_real.png │ │ ├── d600_iso3200_3_real.png │ │ ├── d800_iso1600_1_real.png │ │ ├── d800_iso1600_2_real.png │ │ ├── d800_iso1600_3_real.png │ │ ├── d800_iso3200_1_real.png │ │ ├── d800_iso3200_2_real.png │ │ ├── d800_iso3200_3_real.png │ │ ├── d800_iso6400_1_real.png │ │ ├── d800_iso6400_2_real.png │ │ └── d800_iso6400_3_real.png └── PolyU │ ├── mean │ ├── Canon5D2_5_160_3200_chair_11_mean.JPG │ ├── Canon5D2_5_160_3200_chair_14_mean.JPG │ ├── Canon5D2_5_160_3200_chair_5_mean.JPG │ ├── Canon5D2_5_160_3200_plug_11_mean.JPG │ ├── Canon5D2_5_160_3200_plug_12_mean.JPG │ ├── Canon5D2_5_160_6400_bicycle_10_mean.JPG │ ├── Canon5D2_5_160_6400_bicycle_6_mean.JPG │ ├── Canon5D2_5_160_6400_bicycle_8_mean.JPG │ ├── Canon5D2_5_160_6400_circuit_11_mean.JPG │ ├── Canon5D2_5_160_6400_circuit_3_mean.JPG │ ├── Canon5D2_5_160_6400_circuit_8_mean.JPG │ ├── Canon5D2_5_160_6400_desk_10_mean.JPG │ ├── Canon5D2_5_160_6400_desk_4_mean.JPG │ ├── Canon5D2_5_160_6400_desk_5_mean.JPG │ ├── Canon5D2_5_160_6400_desk_7_mean.JPG │ ├── Canon5D2_5_160_6400_reciever_13_mean.JPG │ ├── Canon5D2_5_160_6400_reciever_1_mean.JPG │ ├── Canon5D2_5_160_6400_reciever_2_mean.JPG │ ├── Canon5D2_5_160_6400_reciever_4_mean.JPG │ ├── Canon5D2_5_160_6400_reciever_6_mean.JPG │ ├── Canon5D2_5_160_6400_reciever_8_mean.JPG │ ├── Canon5D2_5_200_3200_fruit_11_mean.JPG │ ├── Canon5D2_5_200_3200_fruit_12_mean.JPG │ ├── Canon5D2_5_200_3200_fruit_14_mean.JPG │ ├── Canon5D2_5_200_3200_toy_12_mean.JPG │ ├── Canon5D2_5_200_3200_toy_1_mean.JPG │ ├── Canon5D2_5_200_3200_toy_2_mean.JPG │ ├── Canon5D2_5_200_3200_toy_3_mean.JPG │ ├── Canon5D2_5_200_3200_toy_6_mean.JPG │ ├── Canon600D_3-5_125_1600_waterhouse_10_mean.JPG │ ├── Canon600D_3-5_125_1600_waterhouse_11_mean.JPG │ ├── Canon600D_3-5_125_1600_waterhouse_12_mean.JPG │ ├── Canon600D_4-5_125_1600_book_11_mean.JPG │ ├── Canon600D_4-5_125_1600_book_13_mean.JPG │ ├── Canon600D_4-5_125_1600_toy_11_mean.JPG │ ├── Canon600D_4-5_125_1600_toy_13_mean.JPG │ ├── Canon600D_4-5_125_1600_toy_16_mean.JPG │ ├── Canon600D_4-5_125_1600_toy_1_mean.JPG │ ├── Canon600D_4-5_125_1600_toy_2_mean.JPG │ ├── Canon600D_4-5_125_1600_toy_3_mean.JPG │ ├── Canon80D_8_8_12800_printer_11_mean.JPG │ ├── Canon80D_8_8_12800_printer_14_mean.JPG │ ├── Canon80D_8_8_12800_printer_15_mean.JPG │ ├── Canon80D_8_8_12800_printer_16_mean.JPG │ ├── Canon80D_8_8_3200_ball_16_mean.JPG │ ├── Canon80D_8_8_3200_ball_1_mean.JPG │ ├── Canon80D_8_8_3200_ball_2_mean.JPG │ ├── Canon80D_8_8_3200_ball_6_mean.JPG │ ├── Canon80D_8_8_3200_ball_7_mean.JPG │ ├── Canon80D_8_8_6400_comproom_11_mean.JPG │ ├── Canon80D_8_8_6400_comproom_12_mean.JPG │ ├── Canon80D_8_8_6400_comproom_13_mean.JPG │ ├── Canon80D_8_8_6400_comproom_14_mean.JPG │ ├── Canon80D_8_8_6400_comproom_16_mean.JPG │ ├── Canon80D_8_8_800_GO_11_mean.JPG │ ├── NikonD800_10_100_6400_planandsofa_2_mean.JPG │ ├── NikonD800_10_100_6400_planandsofa_7_mean.JPG │ ├── NikonD800_11_160_3200_classroom_15_mean.JPG │ ├── NikonD800_11_160_3200_classroom_4_mean.JPG │ ├── NikonD800_11_160_3200_classroom_6_mean.JPG │ ├── NikonD800_4-5_160_1800_classroom_15_mean.JPG │ ├── NikonD800_4-5_160_1800_classroom_5_mean.JPG │ ├── NikonD800_4-5_160_1800_classroom_9_mean.JPG │ ├── NikonD800_5-6_160_6400_wall_15_mean.JPG │ ├── NikonD800_5-6_160_6400_wall_2_mean.JPG │ ├── NikonD800_5-6_160_6400_wall_6_mean.JPG │ ├── NikonD800_5-6_160_6400_wall_9_mean.JPG │ ├── NikonD800_5_100_4000_flower_12_mean.JPG │ ├── NikonD800_5_100_4000_flower_13_mean.JPG │ ├── NikonD800_5_100_4000_flower_14_mean.JPG │ ├── NikonD800_5_100_4000_flower_15_mean.JPG │ ├── NikonD800_5_100_4000_flower_1_mean.JPG │ ├── NikonD800_5_100_4000_flower_2_mean.JPG │ ├── NikonD800_5_125_6400_stair_10_mean.JPG │ ├── NikonD800_5_125_6400_stair_1_mean.JPG │ ├── NikonD800_5_125_6400_stair_3_mean.JPG │ ├── NikonD800_5_125_6400_stair_6_mean.JPG │ ├── NikonD800_5_125_6400_stair_7_mean.JPG │ ├── NikonD800_6-3_125_5000_plant_10_mean.JPG │ ├── NikonD800_6-3_125_5000_plant_1_mean.JPG │ ├── NikonD800_6-3_125_5000_plant_3_mean.JPG │ ├── NikonD800_6-3_125_5000_plant_6_mean.JPG │ ├── NikonD800_6-3_125_5000_plant__4_mean.JPG │ ├── NikonD800_8_100_6400_bulletin_3_mean.JPG │ ├── NikonD800_8_100_6400_bulletin_5_mean.JPG │ ├── NikonD800_8_100_6400_bulletin_7_mean.JPG │ ├── NikonD800_8_100_6400_bulletin_8_mean.JPG │ ├── NikonD800_8_125_6400_photo_19_mean.JPG │ ├── Sony_3-5_200_1600_classroom_10_mean.JPG │ ├── Sony_3-5_200_1600_classroom_13_mean.JPG │ ├── Sony_3-5_200_1600_classroom_14_mean.JPG │ ├── Sony_4-5_125_1600_toy_10_mean.JPG │ ├── Sony_4-5_125_1600_toy_11_mean.JPG │ ├── Sony_4-5_125_3200_plant_10_mean.JPG │ ├── Sony_4-5_125_3200_plant_11_mean.JPG │ ├── Sony_4-5_125_3200_plant_13_mean.JPG │ ├── Sony_4-5_125_3200_plant_14_mean.JPG │ ├── Sony_4-5_125_6400_waterhouse_10_mean.JPG │ ├── Sony_4_200_3200_door_10_mean.JPG │ └── Sony_4_200_3200_door_11_mean.JPG │ └── real │ ├── Canon5D2_5_160_3200_chair_11_real.JPG │ ├── Canon5D2_5_160_3200_chair_14_real.JPG │ ├── Canon5D2_5_160_3200_chair_5_real.JPG │ ├── Canon5D2_5_160_3200_plug_11_real.JPG │ ├── Canon5D2_5_160_3200_plug_12_real.JPG │ ├── Canon5D2_5_160_6400_bicycle_10_real.JPG │ ├── Canon5D2_5_160_6400_bicycle_6_real.JPG │ ├── Canon5D2_5_160_6400_bicycle_8_real.JPG │ ├── Canon5D2_5_160_6400_circuit_11_real.JPG │ ├── Canon5D2_5_160_6400_circuit_3_real.JPG │ ├── Canon5D2_5_160_6400_circuit_8_real.JPG │ ├── Canon5D2_5_160_6400_desk_10_real.JPG │ ├── Canon5D2_5_160_6400_desk_4_real.JPG │ ├── Canon5D2_5_160_6400_desk_5_real.JPG │ ├── Canon5D2_5_160_6400_desk_7_real.JPG │ ├── Canon5D2_5_160_6400_reciever_13_real.JPG │ ├── Canon5D2_5_160_6400_reciever_1_real.JPG │ ├── Canon5D2_5_160_6400_reciever_2_real.JPG │ ├── Canon5D2_5_160_6400_reciever_4_real.JPG │ ├── Canon5D2_5_160_6400_reciever_6_real.JPG │ ├── Canon5D2_5_160_6400_reciever_8_real.JPG │ ├── Canon5D2_5_200_3200_fruit_11_real.JPG │ ├── Canon5D2_5_200_3200_fruit_12_real.JPG │ ├── Canon5D2_5_200_3200_fruit_14_real.JPG │ ├── Canon5D2_5_200_3200_toy_12_real.JPG │ ├── Canon5D2_5_200_3200_toy_1_real.JPG │ ├── Canon5D2_5_200_3200_toy_2_real.JPG │ ├── Canon5D2_5_200_3200_toy_3_real.JPG │ ├── Canon5D2_5_200_3200_toy_6_real.JPG │ ├── Canon600D_3-5_125_1600_waterhouse_10_real.JPG │ ├── Canon600D_3-5_125_1600_waterhouse_11_real.JPG │ ├── Canon600D_3-5_125_1600_waterhouse_12_real.JPG │ ├── Canon600D_4-5_125_1600_book_11_real.JPG │ ├── Canon600D_4-5_125_1600_book_13_real.JPG │ ├── Canon600D_4-5_125_1600_toy_11_real.JPG │ ├── Canon600D_4-5_125_1600_toy_13_real.JPG │ ├── Canon600D_4-5_125_1600_toy_16_real.JPG │ ├── Canon600D_4-5_125_1600_toy_1_real.JPG │ ├── Canon600D_4-5_125_1600_toy_2_real.JPG │ ├── Canon600D_4-5_125_1600_toy_3_real.JPG │ ├── Canon80D_8_8_12800_printer_11_real.JPG │ ├── Canon80D_8_8_12800_printer_14_real.JPG │ ├── Canon80D_8_8_12800_printer_15_real.JPG │ ├── Canon80D_8_8_12800_printer_16_real.JPG │ ├── Canon80D_8_8_3200_ball_16_real.JPG │ ├── Canon80D_8_8_3200_ball_1_real.JPG │ ├── Canon80D_8_8_3200_ball_2_real.JPG │ ├── Canon80D_8_8_3200_ball_6_real.JPG │ ├── Canon80D_8_8_3200_ball_7_real.JPG │ ├── Canon80D_8_8_6400_comproom_11_real.JPG │ ├── Canon80D_8_8_6400_comproom_12_real.JPG │ ├── Canon80D_8_8_6400_comproom_13_real.JPG │ ├── Canon80D_8_8_6400_comproom_14_real.JPG │ ├── Canon80D_8_8_6400_comproom_16_real.JPG │ ├── Canon80D_8_8_800_GO_11_real.JPG │ ├── NikonD800_10_100_6400_planandsofa_2_real.JPG │ ├── NikonD800_10_100_6400_planandsofa_7_real.JPG │ ├── NikonD800_11_160_3200_classroom_15_real.JPG │ ├── NikonD800_11_160_3200_classroom_4_real.JPG │ ├── NikonD800_11_160_3200_classroom_6_real.JPG │ ├── NikonD800_4-5_160_1800_classroom_15_real.JPG │ ├── NikonD800_4-5_160_1800_classroom_5_real.JPG │ ├── NikonD800_4-5_160_1800_classroom_9_real.JPG │ ├── NikonD800_5-6_160_6400_wall_15_real.JPG │ ├── NikonD800_5-6_160_6400_wall_2_real.JPG │ ├── NikonD800_5-6_160_6400_wall_6_real.JPG │ ├── NikonD800_5-6_160_6400_wall_9_real.JPG │ ├── NikonD800_5_100_4000_flower_12_real.JPG │ ├── NikonD800_5_100_4000_flower_13_real.JPG │ ├── NikonD800_5_100_4000_flower_14_real.JPG │ ├── NikonD800_5_100_4000_flower_15_real.JPG │ ├── NikonD800_5_100_4000_flower_1_real.JPG │ ├── NikonD800_5_100_4000_flower_2_real.JPG │ ├── NikonD800_5_125_6400_stair_10_real.JPG │ ├── NikonD800_5_125_6400_stair_1_real.JPG │ ├── NikonD800_5_125_6400_stair_3_real.JPG │ ├── NikonD800_5_125_6400_stair_6_real.JPG │ ├── NikonD800_5_125_6400_stair_7_real.JPG │ ├── NikonD800_6-3_125_5000_plant_10_real.JPG │ ├── NikonD800_6-3_125_5000_plant_1_real.JPG │ ├── NikonD800_6-3_125_5000_plant_3_real.JPG │ ├── NikonD800_6-3_125_5000_plant_6_real.JPG │ ├── NikonD800_6-3_125_5000_plant__4_real.JPG │ ├── NikonD800_8_100_6400_bulletin_3_real.JPG │ ├── NikonD800_8_100_6400_bulletin_5_real.JPG │ ├── NikonD800_8_100_6400_bulletin_7_real.JPG │ ├── NikonD800_8_100_6400_bulletin_8_real.JPG │ ├── NikonD800_8_125_6400_photo_19_real.JPG │ ├── Sony_3-5_200_1600_classroom_10_real.JPG │ ├── Sony_3-5_200_1600_classroom_13_real.JPG │ ├── Sony_3-5_200_1600_classroom_14_real.JPG │ ├── Sony_4-5_125_1600_toy_10_real.JPG │ ├── Sony_4-5_125_1600_toy_11_real.JPG │ ├── Sony_4-5_125_3200_plant_10_real.JPG │ ├── Sony_4-5_125_3200_plant_11_real.JPG │ ├── Sony_4-5_125_3200_plant_13_real.JPG │ ├── Sony_4-5_125_3200_plant_14_real.JPG │ ├── Sony_4-5_125_6400_waterhouse_10_real.JPG │ ├── Sony_4_200_3200_door_10_real.JPG │ └── Sony_4_200_3200_door_11_real.JPG ├── dataset_util.py ├── generate_dataset.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-35.pyc │ ├── __init__.cpython-36.pyc │ ├── common.cpython-35.pyc │ ├── common.cpython-36.pyc │ ├── downsampler.cpython-35.pyc │ ├── downsampler.cpython-36.pyc │ ├── resnet.cpython-35.pyc │ ├── resnet.cpython-36.pyc │ ├── skip.cpython-35.pyc │ ├── skip.cpython-36.pyc │ ├── texture_nets.cpython-35.pyc │ ├── texture_nets.cpython-36.pyc │ ├── unet.cpython-35.pyc │ └── unet.cpython-36.pyc ├── common.py ├── dcgan.py ├── downsampler.py ├── resnet.py ├── skip.py ├── texture_nets.py └── unet.py ├── result ├── CC_Resume_All32 │ └── Denoised_PSNR.txt └── PolyU_Mulit_UN_GN │ ├── first stage.png │ └── second stage.png ├── run_BDN.py ├── test_BIQAN.py ├── train_BIQAN.py └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-35.pyc ├── __init__.cpython-36.pyc ├── common_utils.cpython-35.pyc ├── common_utils.cpython-36.pyc ├── denoising_utils.cpython-35.pyc └── denoising_utils.cpython-36.pyc ├── common_utils.py ├── denoising_utils.py ├── feature_inversion_utils.py ├── inpainting_utils.py ├── matcher.py ├── perceptual_loss ├── __init__.py ├── matcher.py ├── perceptual_loss.py └── vgg_modified.py └── sr_utils.py /BDN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShaofengZou/A-CNN-Based-Blind-Denoising-Method/HEAD/BDN.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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