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
Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding Jie Gui Xiaofeng Cong Lei He Yuan Yan Tang James T. Kwok 20 11 0 09 Jun 2023
HQ-50K: A Large-scale, High-quality Dataset for Image Restoration Qinhong Yang DongDong Chen Zhentao Tan Qiankun Liu Qi Chu Jianmin Bao Lu Yuan Gang Hua Nenghai Yu 44 13 0 08 Jun 2023
FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Yijin Li Hongwei Qin Jifeng Dai Xiaogang Wang Hongsheng Li 38 4 0 08 Jun 2023
Normalization-Equivariant Neural Networks with Application to Image Denoising Sébastien Herbreteau E. Moebel Charles Kervrann 28 9 0 08 Jun 2023
Object Detection with Transformers: A Review Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 31 28 0 07 Jun 2023
BokehOrNot: Transforming Bokeh Effect with Image Transformer and Lens Metadata Embedding Zhihao Yang Wenyi Lian Siyuan Lai 45 6 0 06 Jun 2023
Transformer-Based UNet with Multi-Headed Cross-Attention Skip Connections to Eliminate Artifacts in Scanned Documents David Kreuzer M. Munz ViT MedIm 29 0 0 05 Jun 2023
SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting Lei Chen Fei Du Yuan Hu Fanhai Wang Zhibin Wang DiffM 26 45 0 05 Jun 2023
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration Theo Adrai Guy Ohayon T. Michaeli Michael Elad DiffM 21 12 0 04 Jun 2023
Unsupervised Low Light Image Enhancement Using SNR-Aware Swin Transformer Zhijian Luo Jiahui Tang Yueen Hou Zihan Huang Yanzeng Gao ViT 50 1 0 03 Jun 2023
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging Jiamian Wang Zong-Jhe Wu Yulun Zhang Xin Yuan Tao R. Lin Zhiqiang Tao FedML 73 3 0 01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Yuanhang Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 35 22 0 31 May 2023
AMatFormer: Efficient Feature Matching via Anchor Matching Transformer Bo Jiang S. Luo Tianlin Li Chuanfu Li Jin Tang 38 8 0 30 May 2023
Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods Tobit Klug Dogukan Atik Reinhard Heckel 41 8 0 30 May 2023
Toward Real-World Light Field Super-Resolution Zeyu Xiao Ruisheng Gao Yutong Liu Yueyi Zhang Zhiwei Xiong SupR 37 9 0 30 May 2023
Alignment-free HDR Deghosting with Semantics Consistent Transformer S. Tel Zongwei Wu Yulun Zhang B. Heyrman C. Demonceaux Radu Timofte D. Ginhac 21 17 0 29 May 2023
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution Ruofan Zhang Jinjin Gu Haoyu Chen Chao Dong Yulun Zhang Wenming Yang 45 23 0 29 May 2023
Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution X. Hua Z. Du Hongfeng Yu Jixin Maa SupR MedIm 23 0 0 29 May 2023
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tong Lu Tae-Kyun Kim Wei Liu Hongdong Li ViT 34 30 0 29 May 2023
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution Vikrant Rangnekar Uddeshya Upadhyay Zeynep Akata Biplab Banerjee 45 4 0 27 May 2023
Learning from Multi-Perception Features for Real-Word Image Super-resolution Axi Niu Kang Zhang T. Pham Pei Wang Jinqiu Sun In So Kweon Yanning Zhang SupR 26 7 0 26 May 2023
High-Similarity-Pass Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Wenzhong Guo F. I. C. L. Philip Chen 29 16 0 25 May 2023
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution Yi Ma Huan Yang Wenhan Yang Jianlong Fu Jiaying Liu DiffM 25 7 0 24 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 32 12 0 24 May 2023
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling Qidong Yang Alex Hernandez-Garcia P. Harder Venkatesh Ramesh Prasanna Sattegeri Daniela Szwarcman C. Watson David Rolnick AI4CE 32 21 0 23 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 31 38 0 23 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 29 16 0 23 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 29 8 0 22 May 2023
Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing Junhui Li Xingsong Hou Huake Wang Shuhao Bi 13 0 0 22 May 2023
GRACE: Loss-Resilient Real-Time Video through Neural Codecs Yihua Cheng Ziyi Zhang Han-Chiang Li Anton Arapin Yue Zhang ... Xu Zhang Francis Y. Yan Amrita Mazumdar Nick Feamster Junchen Jiang 35 17 0 21 May 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 51 6 0 19 May 2023
Efficient Mixed Transformer for Single Image Super-Resolution Ling Zheng Jinchen Zhu Jinpeng Shi Shizhuang Weng 43 19 0 19 May 2023
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes Xingyuan Li Jingyuan Liu Yixin Lei Long Ma Xin-Yue Fan Risheng Liu 29 2 0 18 May 2023
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go Yecong Wan Mingzhen Shao Yuanshuo Cheng YueQin Liu Zhipeng Bao 26 5 0 17 May 2023
SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity Young Joo Han Ha-Jin Yu 24 9 0 17 May 2023
T-former: An Efficient Transformer for Image Inpainting Ye Deng Siqi Hui Sanping Zhou Deyu Meng Jinjun Wang ViT 24 30 0 12 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 51 284 0 11 May 2023
Computational Optics for Mobile Terminals in Mass Production Shiqi Chen Ting Lin H. Feng Zhi-hai Xu Qi Li Yue-ting Chen 32 21 0 10 May 2023
Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution Ming Cheng Haoyu Ma Qiufang Ma Xiaopeng Sun Weiqi Li Zhenyu Zhang Xuhan Sheng Shijie Zhao Junlin Li Li Zhang ViT 25 17 0 09 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 42 18 0 09 May 2023
Mlinear: Rethink the Linear Model for Time-series Forecasting Wei Li Xiangxu Meng Chuhao Chen Jianing Chen AI4TS 26 6 0 08 May 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 29 14 0 08 May 2023
AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled Convolutions Jiaming Guo X. Zou Yu-Yi Chen Yi Liu Jia Hao Jianzhuang Liu Youliang Yan SupR 41 9 0 05 May 2023
Multi-Modality Deep Network for JPEG Artifacts Reduction Xuhao Jiang Weimin Tan Qing Lin Chenxi Ma Bo Yan Liquan Shen 46 2 0 04 May 2023
Bicubic++: Slim, Slimmer, Slimmest -- Designing an Industry-Grade Super-Resolution Network Bahri Batuhan Bilecen Mustafa Ayazoglu SupR 42 14 0 03 May 2023
A Vision Transformer Approach for Efficient Near-Field Irregular SAR Super-Resolution Rulin Shao Jinfeng Yi Pin-Yu Chen Cho-Jui Hsieh 33 12 0 03 May 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation Aakash Rajpal N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal MDE 3DV 43 12 0 02 May 2023
Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles Yuanzheng Ma Wangting Zhou Rui Ma Sihua Yang Ya-Ming Tang Xun Guan DiffM MedIm 26 3 0 02 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 62 6 0 01 May 2023
Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening Mingsong Li Yikun Liu Tao Xiao Yuwen Huang Gongping Yang ViT 61 14 0 28 Apr 2023