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
Aggregating Long-term Sharp Features via Hybrid Transformers for Video Deblurring Dongwei Ren Wei Shang Yi Yang W. Zuo ViT 24 0 0 13 Sep 2023
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 36 5 0 12 Sep 2023
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning Chunqing Ruan Hongjian Wang VLM VPVLM 32 1 0 12 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 24 12 0 12 Sep 2023
Diving into Darkness: A Dual-Modulated Framework for High-Fidelity Super-Resolution in Ultra-Dark Environments Jiaxin Gao Ziyu Yue Yaohua Liu Sihan Xie Xin-Yue Fan Risheng Liu 27 3 0 11 Sep 2023
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 37 44 0 11 Sep 2023
Multi-view Self-supervised Disentanglement for General Image Denoising Hao Chen Chenyuan Qu Yu Zhang Chen Chen Jianbo Jiao OOD SSL 29 8 0 10 Sep 2023
Towards Real-World Burst Image Super-Resolution: Benchmark and Method Pengxu Wei Yujing Sun Xingbei Guo Chang-Shu Liu Jie Chen Xiang Ji Liang Lin 17 14 0 09 Sep 2023
Deep Video Restoration for Under-Display Camera Xuanxi Chen Tao Wang Ziqian Shao Kaihao Zhang Wenhan Luo Tong Lu Zikun Liu Tae-Kyun Kim Hongdong Li 40 1 0 09 Sep 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 19 6 0 08 Sep 2023
SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks Jinyang Liu Sheng Di Sian Jin Kai Zhao Xin Liang Zizhong Chen Franck Cappello 35 8 0 07 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 35 12 0 06 Sep 2023
SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution Wenlong Zhang Xiaohui Li Xiangyu Chen Yu Qiao Xiao-Ming Wu Chao Dong 26 9 0 06 Sep 2023
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction Pengcheng Lei Faming Fang Guixu Zhang Ming Xu MedIm SupR 30 12 0 03 Sep 2023
ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction Wenxuan Zhang Xuechao Zou Li Wu Xiaoying Wang Jianqiang Huang Junliang Xing 24 0 0 01 Sep 2023
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution Charles Laroche Andrés Almansa Eva Coupeté DiffM 25 27 0 01 Sep 2023
Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection Yazhou Xing Amrita Mazumdar Anjul Patney Chao Liu Hongxu Yin Qifeng Chen Jan Kautz I. Frosio 52 1 0 29 Aug 2023
On the Robustness of Object Detection Models on Aerial Images Hao He Jian Ding Gui-Song Xia Gui-Song Xia 43 5 0 29 Aug 2023
Learning to Upsample by Learning to Sample Wenze Liu Hao Lu Hongtao Fu Zhiguo Cao SyDa 37 135 0 29 Aug 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 37 195 0 29 Aug 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 50 138 0 28 Aug 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks Sixiang Chen Tian-Chun Ye Jinbin Bai Erkang Chen Jun Shi Lei Zhu 37 40 0 27 Aug 2023
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing Yuwei Qiu Kaihao Zhang Chenxi Wang Wenhan Luo Hongdong Li Zhi Jin ViT 39 85 0 27 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 39 15 0 26 Aug 2023
Mutual-Guided Dynamic Network for Image Fusion Yuansheng Guan Ruikang Xu Mingde Yao Lizhi Wang Zhiwei Xiong 37 17 0 24 Aug 2023
DISGAN: Wavelet-informed Discriminator Guides GAN to MRI Super-resolution with Noise Cleaning Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann DiffM MedIm 25 4 0 23 Aug 2023
Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration Di Wang Jinyuan Liu Long Ma Risheng Liu Xin-Yue Fan 29 18 0 22 Aug 2023
JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential Transformer Ming-Yan Ouyang Zhenzhong Chen MQ 33 1 0 17 Aug 2023
SRMAE: Masked Image Modeling for Scale-Invariant Deep Representations Zhiming Wang Lin Gu Feng Lu 32 0 0 17 Aug 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 27 14 0 17 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration Liyan Wang Qinyu Yang Cong Wang Wen Wang Jin-shan Pan Zhixun Su DiffM 37 2 0 17 Aug 2023
Dynamic Kernel-Based Adaptive Spatial Aggregation for Learned Image Compression Huairui Wang Nianxiang Fu Zhenzhong Chen Shanghui Liu 38 2 0 17 Aug 2023
Low-Light Image Enhancement with Illumination-Aware Gamma Correction and Complete Image Modelling Network Yinglong Wang Zichen Liu Jianzhuang Liu Songcen Xu Shuaicheng Liu 3DV 40 27 0 16 Aug 2023
S2R: Exploring a Double-Win Transformer-Based Framework for Ideal and Blind Super-Resolution Minghao She Wendong Mao Huihong Shi Zhongfeng Wang ViT 17 0 0 16 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 27 4 0 16 Aug 2023
CMISR: Circular Medical Image Super-Resolution Honggui Li Nahid Md Lokman Hossain M. Trocan Dimitri Galayko Mohamad Sawan SupR 32 5 0 15 Aug 2023
TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution Baolin Liu Zongyuan Yang Pengfei Wang Yueze Wang Ziqi Liu Ziyi Song Yan Liu Yongping Xiong 39 7 0 13 Aug 2023
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology Khondker Fariha Hossain Sharif Amit Kamran J. Ong Andrew G Lee Alireza Tavakkoli 30 5 0 11 Aug 2023
Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution Ao Li Le Zhang Yun-Hai Liu Ce Zhu 33 11 0 09 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 43 14 0 09 Aug 2023
When Super-Resolution Meets Camouflaged Object Detection: A Comparison Study Juan Wen Shupeng Cheng Peng Xu Bowen Zhou Radu Timofte Weiyan Hou Luc Van Gool SupR 26 0 0 08 Aug 2023
SDLFormer: A Sparse and Dense Locality-enhanced Transformer for Accelerated MR Image Reconstruction Rahul G.S. Sriprabha Ramnarayanan Mohammad Al Fahim Keerthi Ram Preejith S.P M. Sivaprakasam ViT MedIm 24 2 0 08 Aug 2023
Recurrent Self-Supervised Video Denoising with Denser Receptive Field Zichun Wang Yulun Zhang Debing Zhang Ying Fu 47 8 0 07 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang Feng Yu ViT 34 169 0 07 Aug 2023
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining Cheng-i Wang Wei Li 42 0 0 07 Aug 2023
A Benchmark for Chinese-English Scene Text Image Super-resolution Jianqi Ma Zhetong Liang Wangmeng Xiang Xi Yang Lei Zhang 29 8 0 07 Aug 2023
Multi-scale Alternated Attention Transformer for Generalized Stereo Matching Wei Miao Hong Zhao Tom Tongjia Chen Wei Huang Changyan Xiao ViT 26 0 0 06 Aug 2023
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 39 23 0 06 Aug 2023
Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution Yong Liu Hang Dong Boyang Liang Song Liu Qingji Dong Kai Chen Fangmin Chen Lean Fu Fei Wang ViT 21 12 0 05 Aug 2023
InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent Po-Lin Chen Cheng-Shang Chang LM&Ro LLMAG 30 14 0 03 Aug 2023