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
PFT-SSR: Parallax Fusion Transformer for Stereo Image Super-Resolution Hansheng Guo Juncheng Li Guangwei Gao Zhi Li T. Zeng ViT 32 12 0 24 Mar 2023
WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal Yulin Luo Rui Zhao Xi Wei Jinwei Chen Yijie Lu Shenghao Xie Tianyu Wang Ruiqin Xiong Ming Lu Shanghang Zhang 36 3 0 24 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 37 0 0 23 Mar 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jingyun Liang Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 30 1 0 23 Mar 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 27 63 0 23 Mar 2023
Human Guided Ground-truth Generation for Realistic Image Super-resolution Duanyou Chen Jie Liang Xindong Zhang Ming-Yu Liu Huiyu Zeng Lei Zhang 35 17 0 23 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 85 160 0 21 Mar 2023
A High-Frequency Focused Network for Lightweight Single Image Super-Resolution Xiaotian Weng Yi Chen Zhichao Zheng Yanhui Gu Junsheng Zhou Yudong Zhang 23 0 0 21 Mar 2023
Q-RBSA: High-Resolution 3D EBSD Map Generation Using An Efficient Quaternion Transformer Network Devendra K. Jangid Neal R. Brodnik M. Echlin T. Pollock Samantha Daly B. S. Manjunath 30 7 0 19 Mar 2023
Rethinking Dual-Domain Undersampled MRI reconstruction: domain-specific design from the perspective of the receptive field Ziqi Gao S. Kevin Zhou OOD 42 1 0 19 Mar 2023
Modeling the Trade-off of Privacy Preservation and Activity Recognition on Low-Resolution Images Yuntao wang Zirui Cheng Xin Yi Yan Kong Xueyang Wang Xuhai Xu Yukang Yan Chun Yu Shwetak N. Patel Yuanchun Shi 50 5 0 18 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Zhaohu Xing Lei Zhu Lequan Yu Zhiheng Xing Liang Wan 39 8 0 18 Mar 2023
LSwinSR: UAV Imagery Super-Resolution based on Linear Swin Transformer Rui Li Xiaowei Zhao 23 3 0 17 Mar 2023
Toward Super-Resolution for Appearance-Based Gaze Estimation Galen O’Shea Majid Komeili SupR 33 3 0 17 Mar 2023
Star-Net: Improving Single Image Desnowing Model With More Efficient Connection and Diverse Feature Interaction Jia-ju Mao Yuan Chang Xuesong Yin Binling Nie 38 1 0 17 Mar 2023
Semantic Scene Completion with Cleaner Self Fengyun Wang Dong Zhang Hanwang Zhang Jinhui Tang Qianru Sun 36 12 0 17 Mar 2023
TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction Haoran Li Pengyuan Zhou Yi-Wen Lin Y. Hao Haiyong Xie Yong Liao ViT AI4TS 19 1 0 17 Mar 2023
Progressive Content-aware Coded Hyperspectral Compressive Imaging Xuanyu Zhang Bin Chen W. Zou Shuai Liu Yongbing Zhang Ruiqin Xiong Jian Zhang 21 7 0 17 Mar 2023
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution Jiamian Wang Huan Wang Yulun Zhang Yun Fu Zhiqiang Tao SupR 43 2 0 16 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 34 199 0 16 Mar 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 42 4 0 16 Mar 2023
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Ruikang Ju Chih-Chia Chen Jen-Shiun Chiang Yu-Shian Lin Wei-Han Chen Chun-Tse Chien 32 17 0 16 Mar 2023
Hybrid Spectral Denoising Transformer with Guided Attention Zeqiang Lai C. Yan Ying Fu 36 20 0 16 Mar 2023
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang X. Gu Chengli Tan Shuang Xu Yulun Zhang Radu Timofte Luc Van Gool 21 30 0 15 Mar 2023
Multi-Exposure HDR Composition by Gated Swin Transformer Rui Zhou Y. Niu ViT 25 0 0 15 Mar 2023
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting Gen Li Jie Ji Minghai Qin Wei Niu Bin Ren Fatemeh Afghah Lin Guo Xiaolong Ma SupR 95 11 0 15 Mar 2023
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou Wenbo Li Yi Wang T. Hu Nianjuan Jiang Xiaoguang Han Jiasen Lu 40 24 0 13 Mar 2023
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement Yuanhao Cai Hao Bian Jing Lin Haoqian Wang Radu Timofte Yulun Zhang ViT 67 206 0 12 Mar 2023
CoT-MISR:Marrying Convolution and Transformer for Multi-Image Super-Resolution Mingming Xiu Yang Nie Qing-Huang Song Chun Liu SupR ViT 26 1 0 12 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong Lingyu Kong Xiaokang Yang ViT 24 28 0 11 Mar 2023
Recursive Generalization Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang ViT 23 27 0 11 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 54 160 0 10 Mar 2023
Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-Resolution Jiemei Yao Li-Yuan Tsao Yi-Chen Lo Roy Tseng Chia-Che Chang Chun-Yi Lee SupR 25 34 0 09 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Yuanhang Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 94 60 0 06 Mar 2023
Super-Resolution Neural Operator Min Wei Xuesong Zhang SupR 47 42 0 05 Mar 2023
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution Gaochao Song Luo Zhang Ran Su Jianfeng Shi Yingchuan He Qian Sun SupR 59 13 0 02 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 35 173 0 01 Mar 2023
TextIR: A Simple Framework for Text-based Editable Image Restoration Yun-Hao Bai Cairong Wang Shuzhao Xie Chao Dong Chun Yuan Zhi Wang DiffM 35 15 0 28 Feb 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 46 80 0 27 Feb 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 34 15 0 27 Feb 2023
Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework Erjian Guo Huazhu Fu Luping Zhou Dong Xu MedIm 43 11 0 23 Feb 2023
Human MotionFormer: Transferring Human Motions with Vision Transformers Hongyu Liu Xintong Han Chengbin Jin Lihui Qian Huawei Wei ... Faqiang Wang Haoye Dong Yibing Song Jia Xu Qifeng Chen 16 11 0 22 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 41 5 0 22 Feb 2023
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing Alireza Furutanpey Philipp Raith Schahram Dustdar 73 7 0 21 Feb 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 46 20 0 21 Feb 2023
Improving Scene Text Image Super-resolution via Dual Prior Modulation Network Shipeng Zhu Zuoyan Zhao Pengfei Fang H. Xue SupR DiffM 50 24 0 21 Feb 2023
Simulating analogue film damage to analyse and improve artefact restoration on high-resolution scans D. Ivanova John Williamson Paul Henderson 29 2 0 20 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 37 14 0 19 Feb 2023
MorphGANFormer: Transformer-based Face Morphing and De-Morphing Naifeng Zhang Xudong Liu Xuzhao Li Guo-Jun Qi CVBM 20 5 0 18 Feb 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 49 34 0 17 Feb 2023