SwinIR: Image Restoration Using Swin Transformer

23 August 2021

Luc Van Gool

Radu Timofte

ViT

ArXiv PDF HTML

Papers citing "SwinIR: Image Restoration Using Swin Transformer"

50 / 1,186 papers shown

Title
W-Net: A Facial Feature-Guided Face Super-Resolution Network Hao Liu Yang Yang Yunxia Liu 51 1 0 02 Jun 2024
Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior Yukai Shi Yu-Hsiang Lin Pengxu Wei Xiaoyu Xian Tianshui Chen Liang Lin 50 7 0 02 Jun 2024
Correlation Matching Transformation Transformers for UHD Image Restoration Cong Wang Jinshan Pan Wei Wang Gang Fu Siyuan Liang Mengzhu Wang Xiaomei Wu Jun Liu ViT 45 27 0 02 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 45 5 0 30 May 2024
All-In-One Medical Image Restoration via Task-Adaptive Routing Zhiwen Yang Haowei Chen Ziniu Qian Yang Yi Hui Zhang Dan Zhao Bingzheng Wei Yan Xu MedIm 35 10 0 30 May 2024
Single image super-resolution based on trainable feature matching attention network Qizhou Chen Qing Shao SupR 54 17 0 29 May 2024
Descriptive Image Quality Assessment in the Wild Zhiyuan You Jinjin Gu Zheyuan Li Xin Cai Kaiwen Zhu Chao Dong Tianfan Xue EGVM 45 16 0 29 May 2024
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba Jiahao Huang Liutao Yang Fanwen Wang Yang Nan Weiwen Wu ... Kuangyu Shi Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Daoqiang Zhang Guang Yang Mamba 46 0 0 27 May 2024
Does Diffusion Beat GAN in Image Super Resolution? Denis Kuznedelev Valerii Startsev Daniil Shlenskii Sergey Kastryulin 44 4 0 27 May 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Lean Fu Fei Wang DiffM 47 1 0 27 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 29 5 0 24 May 2024
DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer Wei Dong Han Zhou Ruiyi Wang Xiaohong Liu Guangtao Zhai Jun Chen ViT 55 9 0 24 May 2024
MAMOC: MRI Motion Correction via Masked Autoencoding Lennart Alexander Van der Goten Jingyu Guo Kevin Smith 33 0 0 23 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 49 3 0 23 May 2024
Perceptual Fairness in Image Restoration Guy Ohayon Michael Elad T. Michaeli SupR 46 1 0 22 May 2024
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera Yunfan Lu Zipeng Wang Yusheng Wang Hui Xiong 34 5 0 22 May 2024
FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging Mohammed Talha Alam Raza Imam Mohsen Guizani Fakhri Karray 49 2 0 22 May 2024
Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior for Arbitrary-scale Super-resolution Xihaier Luo Xiaoning Qian Byung-Jun Yoon 42 3 0 20 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 40 0 0 19 May 2024
HR Human: Modeling Human Avatars with Triangular Mesh and High-Resolution Textures from Videos Qifeng Chen Rengan Xie Kai Huang Qi Wang Wenting Zheng Rong Li Yuchi Huo 3DH 34 0 0 18 May 2024
Infrared Image Super-Resolution via Lightweight Information Split Network Shijie Liu Kang Yan Feiwei Qin Changmiao Wang Ruiquan Ge Kai Zhang Jie Huang Yong Peng Jin Cao SupR 36 22 0 17 May 2024
PIR: Remote Sensing Image-Text Retrieval with Prior Instruction Representation Learning Jiancheng Pan Muyuan Ma Qing Ma Cong Bai Shengyong Chen 32 7 0 16 May 2024
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 48 3 0 16 May 2024
Sensitivity Decouple Learning for Image Compression Artifacts Reduction Li Ma Yifan Zhao Peixi Peng Yonghong Tian 33 3 0 15 May 2024
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-Resolution Yihong Chen Zhen Fan Shuai Dong Zhiwei Chen Wenjie Li ... Min Zeng Xubing Lu G. Zhou Xingsen Gao Jun-Ming Liu 31 0 0 14 May 2024
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution Haoyu Deng Zijing Xu Yule Duan Xiao Wu Wenjie Shu Liang-Jian Deng SupR 41 4 0 13 May 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution Qingguo Liu Chenyi Zhuang Pan Gao Jie Qin 32 2 0 13 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 47 4 0 11 May 2024
Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution Long Peng Yang Cao Renjing Pei Wenbo Li Jiaming Guo Xueyang Fu Yang Wang Zheng-Jun Zha 41 12 0 11 May 2024
Super-Resolving Blurry Images with Events Chi Zhang Mingyuan Lin Xiang Zhang Chenxu Jiang Lei Yu SupR 47 0 0 11 May 2024
Parallel Cross Strip Attention Network for Single Image Dehazing L. Tong Yun-Peng Liu Tian-Chun Ye Weijia Li Liyuan Chen Erkang Chen 32 6 0 09 May 2024
Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution Yunxiang Li Wenbin Zou Qiaomu Wei Feng Huang Jing Wu 37 1 0 09 May 2024
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution S. Chu Zhi-chao Dou Jeng-Shyang Pan Shaowei Weng Junbao Li ViT 44 4 0 08 May 2024
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results Yaqi Wu Zhihao Fan X. Chu Jimmy S. Ren Xiaoming Li ... Hui Xiong Wei Yu Bingchun Luo S. Nathan Priya Kansal 34 4 0 08 May 2024
Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation Dong Lao Congli Wang Alex Wong Stefano Soatto 52 5 0 06 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 29 11 0 05 May 2024
Invertible Residual Rescaling Models Jinmin Li Tao Dai Yaohua Zha Yilu Luo Longfei Lu Bin Chen Zhi Wang Shu-Tao Xia Jingyun Zhang SupR 42 3 0 05 May 2024
I $^3$ Net: Inter-Intra-slice Interpolation Network for Medical Slice Synthesis Haofei Song Xintian Mao Jing Yu Qingli Li Yan Wang OOD 48 1 0 05 May 2024
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration Xiaole Tang Xin Hu Xiang Gu Jian Sun 39 3 0 05 May 2024
Deep Image Restoration For Image Anti-Forensics Eren Tahir Mert Bal 29 1 0 04 May 2024
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers Yuchuan Tian Zhijun Tu Hanting Chen Jie Hu Chao Xu Yunhe Wang 38 16 0 04 May 2024
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Wangmeng Zuo MDE SupR 44 2 0 03 May 2024
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Mamba 37 19 0 02 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 41 8 0 02 May 2024
Single Image Super-Resolution Based on Global-Local Information Synergy Nianzu Qiao Lamei Di Changyin Sun SupR 40 0 0 02 May 2024
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts Han Cui A. D. Goyeneche Efrat Shimron Boyuan Ma Michael Lustig 29 0 0 01 May 2024
Detail-Enhancing Framework for Reference-Based Image Super-Resolution Zihan Wang Ziliang Xiong Hongying Tang Xiaobing Yuan DiffM 33 0 0 01 May 2024
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing Leonardo Rossi Vittorio Bernuzzi Tomaso Fontanini Massimo Bertozzi Andrea Prati 53 3 0 29 Apr 2024
ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing Jinming Cao Sicheng Shen Qiu Zhou Yifang Yin Yangyan Li Roger Zimmermann 43 1 0 28 Apr 2024
Joint Reference Frame Synthesis and Post Filter Enhancement for Versatile Video Coding Weijie Bao Yuantong Zhang Jianghao Jia Zhenzhong Chen Shan Liu 40 0 0 28 Apr 2024