llstela / awesome-super-resolution

Collect super-resolution related papers, data, repositories

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  • Non-DL based approach
  • DL based approach
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• Super Resolution workshop papers
• Super Resolution survey

Awesome-Super-Resolution（in progress）

Collect some super-resolution related papers, data and repositories.

papers

DL based approach

Note this table is referenced from here

2023

More years papers, plase check Quick navigation

Title	Model	Published	Code	Keywords
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network	FIWHN	AAAI2022	-	-
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration	DIVA	arxiv	-	-
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution	DLGSANet	arxiv	code	-
The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks	-	MDPI Sensors	code	-
Image Super-Resolution using Efficient Striped Window Transformer	ESWT	arxiv	code	SISR
A statistically constrained internal method for single image super-resolution	-	arxiv		-
OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer	OSRT	arxiv	-	ODISR
Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild	SR3+	arxiv	-	blind SR, DDPMs
Kernelized Back-Projection Networks for Blind Super Resolution	KCBPN/KBPN	arxiv	code	blind SR
Improving Scene Text Image Super-Resolution via Dual Prior Modulation Network	DPMN	arxiv	code	Scene text SR
CDPMSR: CONDITIONAL DIFFUSION PROBABILISTIC MODELS FOR SINGLE IMAGE SUPER-RESOLUTION	CDPMSR	arxiv	-	DDPMs
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution	SAFMN	arxiv	code	SISR, lightweight
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration	GRL	CVPR23	code	SISR
Zero Shot Image Restoration Using Denoising Diffusion Null-Space Model	DDNM	ICLR23	code	DDNM
Unlimited-Size Diffusion Restoration	-	arxiv	code	DDNM
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution	OPE	CVPR23	-	Arbitrary-scale SR