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Super Resolution Model Cheat Sheet (1)

2022-08-07 00:23:00 【Andy Dennis】

Foreword

Super-resolution is also a fundamental task in computer vision. Here are some interesting models that are briefly documented.
Including Video Super Resolution VSR (Video Super Resolution) and Single Frame Super Resolution SISR (Single Image Super Resolution).



SISR

SwinIR

Although it is an image restoration task, it can also be used for superscoring
Paper: SwinIR: Image Restoration Using Swin Transformer
Code: https://github.com/JingyunLiang/SwinIR



SR3

Based on Diffusion Models
Image Super-Resolution via Iterative Refinement
Using unet



SPSR

CVPR 2020
Papers: Structure-Preserving Super Resolution with Gradient Guidance

Code: https://github.com/Maclory/SPSR


USRNet

2020 cvpr
Paper: Deep Unfolding Network for Image Super-Resolution
Code: https://github.com/cszn/USRNet



VSR

BasicVSR++

CVPR 2022
Paper: BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment

原网站

版权声明
本文为[Andy Dennis]所创，转载请带上原文链接，感谢
https://yzsam.com/2022/219/202208070010421252.html

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