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
Hierarchical Separable Video Transformer for Snapshot Compressive Imaging Ping Wang Yulun Zhang Lishun Wang Xin Yuan ViT 31 1 0 16 Jul 2024
MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration Yulin Ren Xin Li Bingchen Li Xingrui Wang Mengxi Guo Shijie Zhao Li Zhang Zhibo Chen DiffM 43 7 0 15 Jul 2024
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV Zhiwen Yang Hui Zhang Dan Zhao Bingzheng Wei Bingzheng Wei Yan Xu MedIm 53 10 0 14 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 39 20 0 14 Jul 2024
LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation Jiacheng Li Chang Chen Fenglong Song Youliang Yan Zhiwei Xiong 39 0 0 13 Jul 2024
Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors Wei Shang Dongwei Ren Wanying Zhang Yuming Fang W. Zuo Kede Ma 43 3 0 13 Jul 2024
Region Attention Transformer for Medical Image Restoration Zhiwen Yang Haowei Chen Ziniu Qian Yang Zhou Hui Zhang Dan Zhao Bingzheng Wei Yan Xu MedIm ViT 33 2 0 12 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 45 1 0 12 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 40 1 0 12 Jul 2024
Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey Laniqng Guo Chong Wang Yufei Wang Siyu Huang Wenhan Yang Alex C. Kot Bihan Wen 46 4 0 11 Jul 2024
Drantal-NeRF: Diffusion-Based Restoration for Anti-aliasing Neural Radiance Field Ganlin Yang Kaidong Zhang Jingjing Fu Dong Liu DiffM 44 0 0 10 Jul 2024
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution Yuehan Zhang Seungjun Lee Angela Yao 32 1 0 10 Jul 2024
Asymmetric Mask Scheme for Self-Supervised Real Image Denoising Xiangyu Liao Tianheng Zheng Jiayu Zhong Pingping Zhang Chao Ren 41 3 0 09 Jul 2024
HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution Xiang Zhang Yulun Zhang Fisher Yu 44 15 0 08 Jul 2024
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 34 14 0 08 Jul 2024
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration Luzhe Huang Xiongye Xiao Shixuan Li Jiawen Sun Yi Huang Aydogan Ozcan Paul Bogdan MedIm DiffM 34 3 0 07 Jul 2024
Linear Attention Based Deep Nonlocal Means Filtering for Multiplicative Noise Removal Xiao Siyao Huang Libing Zhang Shunsheng 44 0 0 06 Jul 2024
AnySR: Realizing Image Super-Resolution as Any-Scale, Any-Resource Wengyi Zhan Mingbao Lin Chia-Wen Lin Rongrong Ji 52 2 0 05 Jul 2024
ASteISR: Adapting Single Image Super-resolution Pre-trained Model for Efficient Stereo Image Super-resolution Yuanbo Zhou Yuyang Xue Wei Deng Xinlin Zhang Qinquan Gao Tong Tong 58 0 0 04 Jul 2024
BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement Ruirui Lin Nantheera Anantrasirichai Guoxi Huang Joanne Lin Qi Sun A. Malyugina David Bull 30 6 0 03 Jul 2024
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design Gen Li Zhihao Shu Jie Ji Minghai Qin Fatemeh Afghah Wei Niu Xiaolong Ma SupR 38 0 0 03 Jul 2024
UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks Jingjing Ren Wenbo Li Haoyu Chen Renjing Pei Bin Shao Yong Guo Long Peng Fenglong Song Lei Zhu 46 18 0 02 Jul 2024
Diffusion Transformer Model With Compact Prior for Low-dose PET Reconstruction Bin Huang Xubiao Liu Lei Fang Qiegen Liu Bingxuan Li MedIm 34 1 0 01 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 57 5 0 01 Jul 2024
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation Yuchuan Tian Jianhong Han Hanting Chen Yuanyuan Xi Guoyang Zhang Jie Hu Chao Xu Yunhe Wang ViT VLM 36 7 0 30 Jun 2024
ASSR-NeRF: Arbitrary-Scale Super-Resolution on Voxel Grid for High-Quality Radiance Fields Reconstruction Ding-Jiun Huang Zi-Ting Chou Yu-Chiang Frank Wang Cheng Sun 41 0 0 28 Jun 2024
Vision Transformer with Key-select Routing Attention for Single Image Dehazing L. Tong Weijia Li Qingxia Yang Liyuan Chen Peng Chen 41 0 0 28 Jun 2024
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion Jing Zou Lanqing Liu Qi Chen Shujun Wang Zhanli Hu Xiaohan Xing Jing Qin Mamba 48 2 0 27 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 34 2 0 26 Jun 2024
MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal Yiguo Jiang Xuhang Chen Chi-Man Pun Shuqiang Wang Wei Feng 21 11 0 26 Jun 2024
Learning Accurate and Enriched Features for Stereo Image Super-Resolution Hu Gao Depeng Dang SupR 23 0 0 23 Jun 2024
LFMamba: Light Field Image Super-Resolution with State Space Model Wang xia Yao Lu Shunzhou Wang Ziqi Wang Peiqi Xia Tianfei Zhou Mamba 51 4 0 18 Jun 2024
Stability of Data-Dependent Ridge-Regularization for Inverse Problems Sebastian Neumayer Fabian Altekrüger 42 1 0 18 Jun 2024
Video Frame Interpolation for Polarization via Swin-Transformer Feng Huang Xin Zhang Yixuan Xu Xuesong Wang Xianyu Wu 29 0 0 17 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 66 25 0 17 Jun 2024
RobustSAM: Segment Anything Robustly on Degraded Images Wei-Ting Chen Yu-Jiet Vong Sy-Yen Kuo Sizhuo Ma Jian Wang VLM 51 9 0 13 Jun 2024
Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior Baiang Li Sizhuo Ma Yanhong Zeng Xiaogang Xu Youqing Fang Zhao Zhang Jian Wang Kai Chen DiffM 32 1 0 13 Jun 2024
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution Soufiane Belharbi Mara K M Whitford Phuong Hoang Shakeeb Murtaza Luke McCaffrey Eric Granger 49 0 0 13 Jun 2024
Learning Images Across Scales Using Adversarial Training Krzysztof Wolski Adarsh Djeacoumar Alireza Javanmardi Hans-Peter Seidel Christian Theobalt Guillaume Cordonnier K. Myszkowski G. Drettakis Xingang Pan Thomas Leimkuhler 45 2 0 13 Jun 2024
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising Hao Liang Chengjie Kun Li Xin Tian 36 1 0 13 Jun 2024
One-Step Effective Diffusion Network for Real-World Image Super-Resolution Rongyuan Wu Lingchen Sun Zhiyuan Ma Lei Zhang DiffM 28 53 0 12 Jun 2024
3D CBCT Challenge 2024: Improved Cone Beam CT Reconstruction using SwinIR-Based Sinogram and Image Enhancement Sasidhar Alavala Subrahmanyam Gorthi 16 2 0 12 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 34 3 0 12 Jun 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 42 0 0 11 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 40 17 0 11 Jun 2024
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution Kai Liu Haotong Qin Yong Guo Xin Yuan Linghe Kong Guihai Chen Yulun Zhang MQ 35 5 0 10 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 34 9 0 09 Jun 2024
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors Tam Thuc Do Parham Eftekhar Seyed Alireza Hosseini Gene Cheung Philip A. Chou 31 0 0 06 Jun 2024
SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution Cristhian Forigua María Escobar Pablo Arbelaez MedIm ViT 44 8 0 05 Jun 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction Muge Yan Lizhi Wang Lin Zhu Hua Huang 42 2 0 02 Jun 2024