blind-super-resolution topic

List blind-super-resolution repositories

FKP

146
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21
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Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)

DCLS-SR

216
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18
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Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

ACNet

81
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17
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Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Improved_USRNet

16
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2
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Blind Super Resolution based on USRNet and Kernel GAN

KDSR

134
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2
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This project is the official implementation of 'Knowledge Distillation based Degradation Estimation for Blind Super-Resolution', ICLR2023

StarSRGAN

37
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3
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Official PyTorch Implementation of "StarSRGAN: Improving Real-World Blind Super-Resolution" (WSCG 2023)

RUMpy

28
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1
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Open source image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art deep learning models. Also acts as the companion code for the MDPI Sensors...

MRDA

22
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3
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This project is the official implementation of 'Meta-Learning based Degradation Representation for Blind Super-Resolution', TIP2023

CSBSR

21
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1
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Official PyTorch implementation of the paper "Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images", IEEE TIM2024. CSBSR is an advanced version of our previous...