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"

36 / 1,186 papers shown

Title
Video Frame Interpolation Transformer Zhihao Shi Xiangyu Xu Xiaohong Liu Jun Chen Ming-Hsuan Yang ViT 17 158 0 27 Nov 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 25 6 0 26 Nov 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective Xin Li Xin Jin Jun Fu Xiaoyuan Yu Bei Tong Zhibo Chen SupR 21 2 0 25 Nov 2021
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 24 325 0 23 Nov 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 34 145 0 23 Nov 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos Xinpeng Ding Xiaomeng Li 22 33 0 22 Nov 2021
DuDoTrans: Dual-Domain Transformer Provides More Attention for Sinogram Restoration in Sparse-View CT Reconstruction Ce Wang Kun Shang Haimiao Zhang Qian Li Yuan Hui S. Kevin Zhou ViT MedIm 11 28 0 21 Nov 2021
Identity-Preserving Pose-Robust Face Hallucination Through Face Subspace Prior Ali Abbasi Mohammad Rahmati SupR CVBM 17 2 0 20 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 64 2,127 0 18 Nov 2021
Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution Xi Cheng Jun Li Q. Dai Zhenyong Fu Jian Yang 25 18 0 17 Nov 2021
Local Texture Estimator for Implicit Representation Function Jaewon Lee Kyong Hwan Jin SupR 13 165 0 17 Nov 2021
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Yuanhao Cai Jing Lin Xiaowan Hu Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 28 242 0 15 Nov 2021
Transformer-based Image Compression Ming Lu Peiyao Guo Huiqing Shi Chuntong Cao Zhan Ma ViT 64 103 0 12 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 85 97 0 07 Nov 2021
Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art Yi Wang S. M. A. Bashir Mahrukh Khan Qudrat Ullah Rui Wang Yilin Song Zhe Guo Yilong Niu 26 142 0 05 Nov 2021
The Nuts and Bolts of Adopting Transformer in GANs Rui Xu Xiangyu Xu Kai-xiang Chen Bolei Zhou Chen Change Loy ViT 17 4 0 25 Oct 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution Juncheng Li Zehua Pei Wenjie Li Guangwei Gao Longguang Wang Yingqian Wang T. Zeng 31 46 0 29 Sep 2021
Complementary Feature Enhanced Network with Vision Transformer for Image Dehazing Dong Zhao Jia Li Hongyu Li Longhao Xu ViT 21 16 0 15 Sep 2021
Transformer for Single Image Super-Resolution Zhisheng Lu Juncheng Li Hong Liu Chao Huang Linlin Zhang T. Zeng ViT 25 315 0 25 Aug 2021
edge-SR: Super-Resolution For The Masses Pablo Navarrete Michelini Yunhua Lu Xingqun Jiang SupR 16 21 0 23 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Christos Sakaridis Guolei Sun Kaicheng Zhang Luc Van Gool Radu Timofte SupR 31 76 0 11 Aug 2021
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling Christos Sakaridis Andreas Lugmayr Kaicheng Zhang Martin Danelljan Luc Van Gool Radu Timofte 48 102 0 11 Aug 2021
Data Acquisition and Preparation for Dual-reference Deep Learning of Image Super-Resolution Yanhui Guo Xiaolin Wu X. Shu SupR 30 13 0 05 Aug 2021
P2T: Pyramid Pooling Transformer for Scene Understanding Yu-Huan Wu Yun-Hai Liu Xin Zhan Mingg-Ming Cheng ViT 29 219 0 22 Jun 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 51 1,368 0 06 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 40 9 0 05 Jun 2021
Transitional Learning: Exploring the Transition States of Degradation for Blind Super-resolution Yuanfei Huang Jie Li Yanting Hu Xinbo Gao Huan Huang 28 4 0 29 Mar 2021
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting Shunxin Xu Ke Sun Dong Liu Zhiwei Xiong Zhengjun Zha 24 10 0 24 Feb 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie Kai Han Zhenhua Liu Chunjing Xu Yunhe Wang OOD 39 22 0 21 Jan 2021
Deep Learning-based Face Super-Resolution: A Survey Junjun Jiang Chenyang Wang Xianming Liu Jiayi Ma SupR CVBM 37 127 0 11 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,430 0 04 Jan 2021
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling Xuanhong Chen Kairui Feng Naiyuan Liu Bingbing Ni Yifan Lu Zhengyan Tong Ziang Liu 24 10 0 17 Dec 2020
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 27 11 0 25 Aug 2020
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 71 867 0 26 Sep 2019
Efficient Deep Neural Network for Photo-realistic Image Super-Resolution Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 27 27 0 06 Mar 2019
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 140 628 0 07 Jun 2018