Topic: "blind-super-resolution"
megvii-research/DCLS-SR
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.
Language: Python - Size: 6.68 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 195 - Forks: 18
JingyunLiang/FKP
Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)
Language: Python - Size: 6.51 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 148 - Forks: 21
hellloxiaotian/ACNet
Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)
Language: Python - Size: 29 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 80 - Forks: 16
um-dsrg/RUMpy
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 journal paper titled 'The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks'
Language: Python - Size: 186 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 1
Zj-BinXia/KDSR
This project is the official implementation of 'Knowledge Distillation based Degradation Estimation for Blind Super-Resolution', ICLR2023
Language: Python - Size: 2.78 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 28 - Forks: 2
Yuki-11/CSBSR
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 work CSSR [MVA'21].
Language: Python - Size: 3.08 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 0
geopi1/Improved_USRNet
Blind Super Resolution based on USRNet and Kernel GAN
Language: Python - Size: 230 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 2
kynthesis/StarSRGAN
Official PyTorch Implementation of "StarSRGAN: Improving Real-World Blind Super-Resolution" (WSCG 2023)
Language: Python - Size: 11.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0
JHLew/PerPix
Official implementation of "Pixel-level Kernel Estimation for Blind Super-Resolution", IEEE Access 2021.
Language: Python - Size: 81.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0
ohjunee/Deblurring Fork of ehdrmfdl8/dacon
When photographing a light source with a smartphone camera, light smudging often occurs. Our model contributes to improving the image quality degraded by the spread of light around the light source.
Size: 593 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
