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
Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAVTarget Detection Houzhang Fang Xiaolin Wang ZeLin Li Lu Wang Qingshan Li Yi Chang Luxin Yan 24 0 0 05 Apr 2025
BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution Zihao He Shengchuan Zhang R. Hu Yunhang Shen Yuyao Zhang DiffM 57 0 0 04 Apr 2025
Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning Yiting Lu X. Li H. Wu Bingchen Li Weisi Lin Zhibo Chen 37 1 0 02 Apr 2025
Learned Image Compression with Dictionary-based Entropy Model Jingbo Lu Leheng Zhang Xingyu Zhou Mu-Wei Li Wen Li Shuhang Gu 48 0 0 01 Apr 2025
InstructRestore: Region-Customized Image Restoration with Human Instructions S. Liu Jianqi Ma Lingchen Sun Xiangtao Kong Lei Zhang DiffM 44 0 0 31 Mar 2025
ERUPT: Efficient Rendering with Unposed Patch Transformer Maxim V. Shugaev Vincent Chen Maxim Karrenbach Kyle Ashley Bridget Kennedy Naresh P. Cuntoor 34 0 0 31 Mar 2025
A Lightweight Image Super-Resolution Transformer Trained on Low-Resolution Images Only Björn Möller Lucas Görnhardt Tim Fingscheidt ViT 51 0 0 30 Mar 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Zheng-Peng Duan Jiawei Zhang Xin Jin Zhe Zhang Zheng Xiong Dongqing Zou Jimmy S. Ren Chun-Le Guo Chongyi Li 42 0 0 30 Mar 2025
A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial Imagery Pengyu Chen Sicheng Wang Cuizhen Wang Senrong Wang Beiao Huang Lu Huang Zhe Zang 38 0 0 29 Mar 2025
Diffusion Image Prior Hamadi Chihaoui Paolo Favaro VLM 66 0 0 27 Mar 2025
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration Yujie Chen Haotong Qin Zhang Zhang Michelo Magno Luca Benini Yawei Li MQ 42 1 0 27 Mar 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion Oliver Heinimann Assaf Shocher Tal Zimbalist Michal Irani DiffM SupR 50 0 0 27 Mar 2025
DeCompress: Denoising via Neural Compression Ali Zafari Xi Chen S. Jalali DiffM 46 0 0 27 Mar 2025
Invert2Restore: Zero-Shot Degradation-Blind Image Restoration Hamadi Chihaoui Paolo Favaro DiffM 47 0 0 27 Mar 2025
Progressive Focused Transformer for Single Image Super-Resolution Wei Long Xingyu Zhou Leheng Zhang Shuhang Gu ViT 78 0 0 26 Mar 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 56 0 0 26 Mar 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 42 0 0 25 Mar 2025
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 48 0 0 25 Mar 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model Leheng Zhang Weiyi You Kexuan Shi Shuhang Gu 62 0 0 24 Mar 2025
Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models Jinho Jeong Sangmin Han Jinwoo Kim Seon Joo Kim 42 0 0 24 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding Kaipeng Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 54 0 0 23 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Jingyun Liang Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 61 0 0 22 Mar 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks Haijin Zeng Xiangming Wang Yongyong Chen Jingyong Su Jie Liu 159 0 0 21 Mar 2025
DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables Sidi Yang Binxiao Huang Yulun Zhang Dahai Yu Yujiu Yang Ngai Wong 60 0 0 20 Mar 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 44 0 0 20 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 54 0 0 20 Mar 2025
Semantic-Guided Global-Local Collaborative Networks for Lightweight Image Super-Resolution Wanshu Fan Yue Wang Cong Wang Yunzhe Zhang Wei Wang Dongsheng Zhou 49 0 0 20 Mar 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance Zihan Cao Yu Zhong Zhilin Wang Liang-Jian Deng 53 0 0 19 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Zhang Radu Timofte SupR 55 0 0 18 Mar 2025
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution Akram Khatami-Rizi Ahmad Mahmoudi-Aznaveh 48 0 0 18 Mar 2025
A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image Denoising Jonas Dornbusch Emanuel Pfarr Florin-Alexandru Vasluianu Frank Werner Radu Timofte DiffM 55 0 0 18 Mar 2025
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Daniil Selikhanovych David Li Aleksei Leonov Nikita Gushchin Sergei Kushneriuk Alexander N. Filippov E. Burnaev Iaroslav Koshelev Alexander Korotin DiffM 63 0 0 17 Mar 2025
C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales Yuxuan Jiang Chengxi Zeng Siyue Teng Fan Zhang Xiaoqing Zhu Joel Sole David Bull 57 2 0 17 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Z. Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 92 0 0 17 Mar 2025
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model Zhicheng Zhao Jinquan Yan Chenglong Li Xinyu Wang Jin Tang 58 0 0 17 Mar 2025
Pathology Image Restoration via Mixture of Prompts Jiangdong Cai Yan Chen Zhenrong Shen Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang MedIm 53 0 0 16 Mar 2025
QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution Donglin Yang Paul Vicol Xiaojuan Qi Renjie Liao Xinming Zhang 34 0 0 15 Mar 2025
Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models Hongyang Wei S. Liu C. Yuan L. Zhang 42 0 0 14 Mar 2025
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis Md Abu Bakr Siddique Junliang Liu Piyush Singh Md Jahidul Islam DiffM 47 0 0 14 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 38 2 0 14 Mar 2025
Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized Approach Hanwang Zhang Jiahao Huang Yinzhe Wu Congren Dai Fanwen Wang Zhenxuan Zhang Guang Yang 58 0 0 13 Mar 2025
FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution Wenjie Li Heng Guo Yuefeng Hou Zhanyu Ma 34 0 0 13 Mar 2025
VisTW: Benchmarking Vision-Language Models for Traditional Chinese in Taiwan Zhi Rui Tam Ya-Ting Pai Yen-Wei Lee Yun-Nung Chen CoGe 101 0 0 13 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 85 1 0 13 Mar 2025
Dual-domain Modulation Network for Lightweight Image Super-Resolution Wenjie Li Heng Guo Yuefeng Hou Guangwei Gao Zhanyu Ma SupR 64 0 0 13 Mar 2025
Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion Xingxin Xu Bing Cao Yinan Xia Pengfei Zhu Q. Hu 45 0 0 13 Mar 2025
HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer Zhang Zhang Chao Sun Chao Yue Da Wen Yujie Chen Tianze Wang Jianghao Leng ViT 41 0 0 13 Mar 2025
Multi-Agent Image Restoration Xu Jiang Bernard Ghanem Bin Chen Jian Zhang 61 0 0 12 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai Hao Wu 56 0 0 12 Mar 2025
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