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
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 36 241 0 29 Jul 2022
Meta-Learning based Degradation Representation for Blind Super-Resolution Bin Xia Yapeng Tian Yulun Zhang Yucheng Hang Wenming Yang Q. Liao SupR 34 17 0 28 Jul 2022
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer Hao Li Zhijing Yang Xiaobin Hong Ziying Zhao Junyang Chen Yukai Shi Jin-shan Pan DiffM ViT 43 11 0 28 Jul 2022
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing Jiaxi Jiang Paul Streli Huajian Qiu A. Fender Larissa Laich Patrick Snape Christian Holz 21 107 0 27 Jul 2022
Criteria Comparative Learning for Real-scene Image Super-Resolution Yukai Shi Hao Li Senyang Zhang Zhi Yang Xiao Wang SupR 18 14 0 26 Jul 2022
Seeing Far in the Dark with Patterned Flash Zhanghao Sun Jian Wang Yicheng Wu S. Nayar 32 2 0 25 Jul 2022
Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Yingyi Chen Xiaoke Shen Yahui Liu Qinghua Tao Johan A. K. Suykens AAML ViT 28 22 0 25 Jul 2022
Reference-based Image Super-Resolution with Deformable Attention Transformer Jingyun Liang Christos Sakaridis Kaicheng Zhang Yawei Li Yulun Zhang Wenguan Wang Luc Van Goo 52 56 0 25 Jul 2022
Towards Interpretable Video Super-Resolution via Alternating Optimization Jingyun Liang Christos Sakaridis Kaicheng Zhang Wenguan Wang Qin Wang Yulun Zhang H. Tang Luc Van Gool SupR 30 16 0 21 Jul 2022
Magic ELF: Image Deraining Meets Association Learning and Transformer Kui Jiang Zhongyuan Wang Chen Chen Zheng Wang Laizhong Cui Chia-Wen Lin ViT 22 63 0 21 Jul 2022
Don't Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context Chongyu Liu Lianwen Jin Yuliang Liu Canjie Luo Bangdong Chen Fengjun Guo Kai Ding 23 17 0 21 Jul 2022
Image Super-Resolution with Deep Dictionary S. Maeda SupR 19 13 0 19 Jul 2022
Rethinking Alignment in Video Super-Resolution Transformers Shu Shi Jinjin Gu Liangbin Xie Xintao Wang Yujiu Yang Chao Dong 33 68 0 18 Jul 2022
Towards Lightweight Super-Resolution with Dual Regression Learning Yong Guo Mingkui Tan Zeshuai Deng Jingdong Wang Qi Chen Jingyun Liang Yanwu Xu Jian Chen SupR 16 11 0 16 Jul 2022
Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement Cong Wang Jin-shan Pan Xiaomei Wu ViT 41 4 0 16 Jul 2022
Learning Parallax Transformer Network for Stereo Image JPEG Artifacts Removal Xuhao Jiang Weimin Tan Ri Cheng Shili Zhou Bo Yan ViT 19 6 0 15 Jul 2022
Real-time Streaming Video Denoising with Bidirectional Buffers Chenyang Qi Junming Chen Xin Yang Qifeng Chen 24 20 0 14 Jul 2022
Imaging through the Atmosphere using Turbulence Mitigation Transformer Xingguang Zhang Zhiyuan Mao Nicholas Chimitt Stanley H. Chan ViT 32 31 0 13 Jul 2022
MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing Sixiang Chen Tian-Chun Ye Yun-Peng Liu Taodong Liao Y. Ye Erkang Chen Peng Chen ViT 28 51 0 12 Jul 2022
TransFA: Transformer-based Representation for Face Attribute Evaluation Decheng Liu Weijie He Chunlei Peng N. Wang Jie Li Xinbo Gao CVBM ViT 22 1 0 12 Jul 2022
Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution Wenjie Li Juncheng Li Guangwei Gao Jiantao Zhou Jian Yang Guo-Jun Qi SupR 26 30 0 06 Jul 2022
Learning Local Implicit Fourier Representation for Image Warping Jae-Won Lee K. Choi Kyong Hwan Jin 14 16 0 05 Jul 2022
Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network Xiaogang Xu Yi-Bin Yu Nianjuan Jiang Jiangbo Lu Bei Yu Jiaya Jia 40 0 0 04 Jul 2022
Polarized Color Image Denoising using Pocoformer Zhuoxiao Li Hai-bo Jiang Yinqiang Zheng 29 3 0 01 Jul 2022
Turbo: Opportunistic Enhancement for Edge Video Analytics Yan Lu Shiqi Jiang Ting Cao Yuanchao Shu 34 29 0 29 Jun 2022
Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction Michael Tanzer Pedro F. Ferreira Andrew D. Scott Z. Khalique Maria Dwornik D. Pennell Guang Yang Daniel Rueckert S. Nielles-Vallespin MedIm 17 3 0 21 Jun 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 34 32 0 19 Jun 2022
RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans Pengxin Yu Haoyue Zhang Han Kang Wen Tang C. Arnold Rongguo Zhang ViT OOD MedIm 28 17 0 13 Jun 2022
Real-World Light Field Image Super-Resolution via Degradation Modulation Yingqian Wang Zhengyu Liang Longguang Wang Jungang Yang Wei An Yulan Guo SupR 28 24 0 13 Jun 2022
Toward Real-world Single Image Deraining: A New Benchmark and Beyond Wei Li Qiming Zhang Jing Zhang Zhen Huang Xinmei Tian Dacheng Tao 36 21 0 11 Jun 2022
Blind Face Restoration: Benchmark Datasets and a Baseline Model Puyang Zhang Kaihao Zhang Wenhan Luo Changsheng Li Guoren Wang CVBM 37 17 0 08 Jun 2022
Robust Deep Ensemble Method for Real-world Image Denoising Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 35 11 0 08 Jun 2022
GLF-CR: SAR-Enhanced Cloud Removal with Global-Local Fusion Fang Xu Yilei Shi Patrick Ebel Lei Yu Guisong Xia Wen Yang Xiaoxiang Zhu 31 80 0 06 Jun 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Christos Sakaridis Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jingyun Liang Kaicheng Zhang Radu Timofte Luc Van Gool 42 152 0 05 Jun 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 41 3 0 04 Jun 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution Long Sun Jin-shan Pan Jinhui Tang SupR 35 83 0 30 May 2022
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction Ziteng Cui Kunchang Li Lin Gu Sheng Su Peng Gao Zhengkai Jiang Yu Qiao Tatsuya Harada ViT 79 129 0 30 May 2022
EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction Han Cai Junyan Li Muyan Hu Chuang Gan Song Han 34 49 0 29 May 2022
WT-MVSNet: Window-based Transformers for Multi-view Stereo Jinli Liao Yikang Ding Yoli Shavit Dihe Huang Shihao Ren Jia Guo Wensen Feng Kai Zhang ViT 11 29 0 28 May 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 152 639 0 26 May 2022
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results Eduardo Pérez-Pellitero Sibi Catley-Chandar Richard Shaw Alevs Leonardis Radu Timofte ... H. Yoon T. Vo Alexander M. Holston S. Zaheer Chan-Young Park 97 36 0 25 May 2022
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers Bin Ren Yahui Liu Yue Song Wei Bi Rita Cucchiara N. Sebe Wei Wang 51 23 0 25 May 2022
From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy Udith Haputhanthri Kithmini Herath Ramith Hettiarachchi Hasindu Kariyawasam Azeem Ahmad B. Ahluwalia Chamira U. S. Edussooriya D. Wadduwage 26 2 0 23 May 2022
Super Vision Transformer Mingbao Lin Yonghong Tian Yuxin Zhang Yunhang Shen Rongrong Ji Liujuan Cao ViT 46 20 0 23 May 2022
Combining Contrastive and Supervised Learning for Video Super-Resolution Detection Viacheslav Meshchaninov Ivan Molodetskikh D. Vatolin 17 0 0 20 May 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 80 116 0 20 May 2022
MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion Jing Wang Haotian Fa X. Hou Yitian Xu Tao Li X. Lu Lean Fu 43 21 0 20 May 2022
Residual Local Feature Network for Efficient Super-Resolution F. Kong Mingxi Li Songwei Liu Ding Liu Jingwen He Yang Bai Fangmin Chen Lean Fu SupR 23 152 0 16 May 2022
Video Frame Interpolation with Transformer Liying Lu Ruizheng Wu Huaijia Lin Jiangbo Lu Jiaya Jia ViT 42 4 0 15 May 2022
Evaluating the Generalization Ability of Super-Resolution Networks Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 14 24 0 14 May 2022