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
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration Zhehui Wu Yong Chen Naoto Yokoya Wei He 55 0 0 12 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging M. Terris Samuel Hurault Maxime Song Julian Tachella MedIm DiffM 70 2 0 11 Mar 2025
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution Siddhant Dutta Nouhaila Innan Khadijeh Najafi Sadok Ben Yahia Muhammad Shafique 58 0 0 11 Mar 2025
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Ziyang Yan Yihua Shao MoE DiffM 61 0 0 10 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution Cansu Korkmaz Nancy Mehta Radu Timofte 67 0 0 10 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 54 0 0 10 Mar 2025
MIGA: Mutual Information-Guided Attack on Denoising Models for Semantic Manipulation Guanghao Li Mingzhi Chen Hao Yu Shuting Dong Wenhao Jiang Ming Tang Chun Yuan DiffM AAML 51 0 0 10 Mar 2025
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling Long Peng Anran Wu W. J. Li Peizhe Xia Xueyuan Dai ... Haoze Sun Renjing Pei Yang Wang Yang Cao Zheng-jun Zha 56 2 0 09 Mar 2025
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Xianjie Liu Keren Fu Qijun Zhao MDE 59 0 0 08 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 52 0 0 07 Mar 2025
QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution Libo Zhu Haotong Qin Kaicheng Yang W. J. Li Yong Guo Yulun Zhang Susanto Rahardja Xiaokang Yang MQ DiffM 66 0 0 07 Mar 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 56 0 0 06 Mar 2025
Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolution Yihao Huang Xin Luo Yihao Huang Felix Juefei-Xu Xiaojun Jia Weikai Miao G. Pu Yang Liu 52 1 0 06 Mar 2025
Semantic Prior Distillation with Vision Foundation Model for Enhanced Rapid Bone Scintigraphy Image Restoration Pengchen Liang Leijun Shi Huiping Yao Bin Pu Jianguo Chen ... Z. Chen Zhaozhao Xu Lite Xu Qing Chang Yiwei Li 75 0 0 04 Mar 2025
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution Ru Ito Supatta Viriyavisuthisakul K. Kawamoto Hiroshi Kera 71 0 0 04 Mar 2025
Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution Z. Li Chenwei Wang Zhaoke Huang Yiming MA Cunmin Zhao Zhongying Zhao Hong Yan DiffM 51 0 0 04 Mar 2025
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing Xiongfei Su Siyuan Li Yuning Cui Miao Cao Yuyao Zhang Zhe Chen Zongliang Wu Zhilin Wang Y. Zhang Xin Yuan 62 0 0 03 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Z. Wang Yang Zou Zhe Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 78 1 0 03 Mar 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual Chong-Jun Wang Lanqing Guo Zixuan Fu Siyuan Yang Hao Cheng Alex C. Kot Bihan Wen DiffM 73 1 0 03 Mar 2025
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging Zhu Liu Zijun Wang Jinyuan Liu Fanqi Meng Long Ma Risheng Liu 41 0 0 02 Mar 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 41 0 0 28 Feb 2025
Adaptive Identification of Blurred Regions for Accurate Image Deblurring Hu Gao Depeng Dang 44 0 0 28 Feb 2025
Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution Rongchang Lu Bingcheng Liao Haowen Hou Jiahang Lv Xin Hai 44 0 0 28 Feb 2025
SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events Yunfan Lu Xiaogang Xu Hao Lu Yanlin Qian Pengteng Li ... Bin Yang Junyi Li Qianyi Cai Weiyu Guo Hui Xiong 38 0 0 28 Feb 2025
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring Hu Gao Depeng Dang 53 0 0 27 Feb 2025
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 49 5 0 27 Feb 2025
Arbitrary Volumetric Refocusing of Dense and Sparse Light Fields Tharindu Samarakoon Kalana Abeywardena Chamira U. S. Edussooriya 38 0 0 26 Feb 2025
Self-supervised conformal prediction for uncertainty quantification in Poisson imaging problems Bernardin Tamo Amougou Marcelo Pereyra Barbara Pascal 49 0 0 26 Feb 2025
CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution Kai Liu Dehui Wang Zhiteng Li Zheng Chen Yong Guo W. J. Li L. Kong Yulun Zhang MQ 73 0 0 24 Feb 2025
FLINT: Learning-based Flow Estimation and Temporal Interpolation for Scientific Ensemble Visualization Hamid Gadirov Jos B. T. M. Roerdink Steffen Frey AI4CE 70 1 0 24 Feb 2025
Learning Image Fractals Using Chaotic Differentiable Point Splatting Adarsh Djeacoumar Felix Mujkanovic Hans-Peter Seidel Thomas Leimkuhler 41 0 0 24 Feb 2025
Infrared Image Super-Resolution: Systematic Review, and Future Trends Y. Huang Tomo Miyazaki Xiao-Fang Liu S. Omachi SupR 99 10 0 21 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 93 3 0 20 Feb 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 43 0 0 18 Feb 2025
A Physics-Informed Deep Learning Model for MRI Brain Motion Correction Mojtaba Safari Shansong Wang Zach Eidex Richard L. J. Qiu Chih-Wei Chang D. Yu Xiaofeng Yang 84 0 0 13 Feb 2025
A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement Muhammad Turab 69 0 0 09 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 88 1 0 05 Feb 2025
Exploring Linear Attention Alternative for Single Image Super-Resolution Rongchang Lu Changyu Li Donghang Li Guojing Zhang Jianqiang Huang Xiaomeng Li 49 0 0 01 Feb 2025
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Super-Resolution Shi Chen Lefei Zhang L. Zhang Mamba 130 1 0 30 Jan 2025
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference Zhengyang Lu Bingjie Lu Feng Wang 37 3 0 28 Jan 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration Di You P. Dragotti DiffM 40 1 0 23 Jan 2025
NeurOp-Diff:Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion Zihao Xu Yuzhi Tang Bowen Xu Qingquan Li DiffM 62 0 0 20 Jan 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution Cuixin Yang Rongkang Dong Jun Xiao Cong Zhang Kin-Man Lam Fei Zhou Guoping Qiu 87 1 0 17 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 18 0 17 Jan 2025
HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion Chia-Ming Lee Yu-Fan Lin Yu-Hao Ho Li-Wei Kang Chih-Chung Hsu 43 0 0 08 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 72 1 0 03 Jan 2025
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution Xi Su Xiangfei Shen Mingyang Wan Jing Nie Lihui Chen Haijun Liu Xichuan Zhou 35 0 0 31 Dec 2024
Semantics Prompting Data-Free Quantization for Low-Bit Vision Transformers Yunshan Zhong Yuyao Zhou Yuxin Zhang Shen Li Yong Li Rongrong Ji Zhanpeng Zeng Rongrong Ji MQ 94 0 0 31 Dec 2024
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions Mikhail Papkov P. Chizhov L. Parts ViT 47 2 0 31 Dec 2024
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 37 0 0 28 Dec 2024