SwinIR: Image Restoration Using Swin Transformer

23 August 2021

Luc Van Gool

Radu Timofte

ViT

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Papers citing "SwinIR: Image Restoration Using Swin Transformer"

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Title
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 39 23 0 06 Aug 2023
Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution Yong Liu Hang Dong Boyang Liang Song Liu Qingji Dong Kai Chen Fangmin Chen Lean Fu Fei Wang ViT 21 12 0 05 Aug 2023
InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent Po-Lin Chen Cheng-Shang Chang LM&Ro LLMAG 30 14 0 03 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 28 2 0 01 Aug 2023
Benchmarking Ultra-High-Definition Image Reflection Removal Zhenyuan Zhang Zhenbo Song Kaihao Zhang Wenhan Luo Zhaoxin Fan Jianfeng Lu 36 1 0 01 Aug 2023
HiREN: Towards Higher Supervision Quality for Better Scene Text Image Super-Resolution Minyi Zhao Yi Xu Bingjia Li Jie Wang Jihong Guan Shuigeng Zhou 51 1 0 31 Jul 2023
$Fully $1\times1$ Convolutional Network for Lightweight Image Super-Resolution$ Fully $1\times1$ Convolutional Network for Lightweight Image Super-Resolution Gang Wu Junjun Jiang Kui Jiang Xianming Liu SupR 24 12 0 30 Jul 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 36 13 0 27 Jul 2023
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution Mingjin Zhang Chi Zhang Qiming Zhang Jie-Ru Guo Xinbo Gao Jing Zhang 18 29 0 26 Jul 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli Margret Keuper 36 9 0 25 Jul 2023
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks Chee Hong Kyoung Mu Lee SupR MQ 29 1 0 25 Jul 2023
ICF-SRSR: Invertible scale-Conditional Function for Self-Supervised Real-world Single Image Super-Resolution Reyhaneh Neshatavar Mohsen Yavartanoo Sanghyun Son Kyoung Mu Lee 39 6 0 24 Jul 2023
Dense Transformer based Enhanced Coding Network for Unsupervised Metal Artifact Reduction Wangduo Xie Matthew B. Blaschko MedIm 31 4 0 24 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 45 213 0 23 Jul 2023
SCPAT-GAN: Structural Constrained and Pathology Aware Convolutional Transformer-GAN for Virtual Histology Staining of Human Coronary OCT images Xueshen Li Hongshan Liu Xiaoyu Song B. Brott S. Litovsky Yu Gan ViT MedIm 26 0 0 22 Jul 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement Xin Luo Yunan Zhu Shunxin Xu Dong Liu 34 11 0 22 Jul 2023
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration Jing Hao Jingming Xie Jinyuan Zhang Moyun Liu 30 7 0 22 Jul 2023
Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model Dayang Wang Srivathsa Pasumarthi Greg Zaharchuk R. Chamberlain MedIm 31 1 0 22 Jul 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement Ajay Jaiswal Xingguang Zhang Stanley H. Chan Zhangyang Wang 29 21 0 20 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 25 0 0 19 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao Tingbo Hou Yu-Chuan Su Xuhui Jia. Yandong Li Matthias Grundmann DiffM 40 16 0 18 Jul 2023
DARTS: Double Attention Reference-based Transformer for Super-resolution Masoomeh Aslahishahri Jordan R. Ubbens Ian Stavness 33 3 0 17 Jul 2023
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency Bowen Song Soo Min Kwon Zecheng Zhang Xinyu Hu Qing Qu Liyue Shen MedIm 44 105 0 16 Jul 2023
DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Chao Wang 23 4 0 15 Jul 2023
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing Yuhao Huang Gangrong Qu Youran Ge 30 0 0 14 Jul 2023
MaxSR: Image Super-Resolution Using Improved MaxViT B. Yang Gangshan Wu SupR 40 4 0 14 Jul 2023
DWA: Differential Wavelet Amplifier for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel 27 7 0 10 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 34 1 0 08 Jul 2023
Cross-Spatial Pixel Integration and Cross-Stage Feature Fusion Based Transformer Network for Remote Sensing Image Super-Resolution Yuting Lu Lingtong Min Binglu Wang Le Zheng Xiaoxu Wang Yongqiang Zhao Teng Long 24 6 0 06 Jul 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models Liangbin Xie Xintao Wang Xiangyu Chen Gengyan Li Ying Shan Jiantao Zhou Chao Dong 21 26 0 05 Jul 2023
Compound Attention and Neighbor Matching Network for Multi-contrast MRI Super-resolution Wenxuan Chen Sirui Wu Shuai Wang Zhong Li Jia Yang Huifeng Yao Xiao-quan Song SupR MedIm 35 1 0 05 Jul 2023
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution Axi Niu T. Pham Kang Zhang Jinqiu Sun Yu Zhu Inso Kweon Yanning Zhang DiffM 34 20 0 03 Jul 2023
WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution Pranav Jeevan Akella Srinidhi Pasunuri Prathiba A. Sethi SupR 31 9 0 01 Jul 2023
RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution Ren-Rong Wu Zhilu Zhang Shuohao Zhang Hongzhi Zhang W. Zuo 32 6 0 30 Jun 2023
Cutting-Edge Techniques for Depth Map Super-Resolution Ryan Peterson Josiah W. Smith SupR 27 0 0 27 Jun 2023
Semantic Segmentation Using Super Resolution Technique as Pre-Processing Chih-Chia Chen Wei-Han Chen Jen-Shiun Chiang Chun-Tse Chien Ting-An Chang SupR SSeg 25 1 0 27 Jun 2023
Adaptive Window Pruning for Efficient Local Motion Deblurring Haoying Li Jixin Zhao Shangchen Zhou H. Feng Chongyi Li Chen Change Loy ViT 31 4 0 25 Jun 2023
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning Pu Ren N. Benjamin Erichson Shashank Subramanian Omer San Z. Lukić Michael W. Mahoney Michael W. Mahoney 52 13 0 24 Jun 2023
PromptIR: Prompting for All-in-One Blind Image Restoration Vaishnav Potlapalli Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan VLM 45 91 0 22 Jun 2023
Minimalist and High-Quality Panoramic Imaging with PSF-aware Transformers Zhijie Xu Shaohua Gao Yao Gao Kailun Yang Zhonghua Yi Haowen Shi Lei Sun Kaiwei Wang 44 10 0 22 Jun 2023
Dynamic Implicit Image Function for Efficient Arbitrary-Scale Image Representation Zongyao He Zhi Jin SupR 33 4 0 21 Jun 2023
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement Marcos V. Conde Javier Vázquez-Corral M. S. Brown Radu Timofte 3DH 31 16 0 20 Jun 2023
Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning Huiguo He Tianfu Wang Huan Yang Jianlong Fu N. Yuan Jian Yin Hongyang Chao Qi Zhang EGVM 40 9 0 20 Jun 2023
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising Li Pang Weizhen Gu Xiangyong Cao Xiangyu Rui Jiangjun Peng Shuang Xu Gang Yang Deyu Meng 17 0 0 20 Jun 2023
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision Xihua Sheng Li Li Dong Liu Houqiang Li 3DH 53 12 0 19 Jun 2023
Exploring the Application of Large-scale Pre-trained Models on Adverse Weather Removal Zhentao Tan Yue-bo Wu Qiankun Liu Qi Chu Le Lu Jieping Ye Nenghai Yu 48 11 0 15 Jun 2023
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution Sha-Wo Huang Xiaohong Liu Tao Tan Menghan Hu Xiaoer Wei Ting Chen Bin Sheng SupR ViT MedIm 40 46 0 11 Jun 2023
Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration Kechun Liu Yitong Jiang Inchang Choi Liang Feng 31 13 0 10 Jun 2023
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm Kun Zhou Wenbo Li Nianjuan Jiang Xiaoguang Han Jiasen Lu 37 4 0 10 Jun 2023
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork Bipasha Sen Gaurav Singh Aditya Agarwal Rohith Agaram K. M. Krishna Srinath Sridhar AI4CE 39 13 0 09 Jun 2023