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
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 58 203 0 23 Feb 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 43 0 0 23 Feb 2024
A unified framework of non-local parametric methods for image denoising Sébastien Herbreteau Charles Kervrann 24 0 0 21 Feb 2024
Pan-Mamba: Effective pan-sharpening with State Space Model Xuanhua He Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou Mamba 60 63 0 19 Feb 2024
Color Image Denoising Using The Green Channel Prior Zhaoming Kong Xiaowei Yang 41 0 0 13 Feb 2024
FD-Vision Mamba for Endoscopic Exposure Correction Zhuoran Zheng Jun Zhang 26 9 0 09 Feb 2024
CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models Maitreya Suin Rama Chellappa DiffM 24 2 0 08 Feb 2024
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model Junghun Cha Ali Haider Seoyun Yang Hoeyeong Jin Subin Yang A. Uddin Jaehyoung Kim Soo Ye Kim Sung-Ho Bae DiffM 33 2 0 08 Feb 2024
Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction Yuhong He Aiwen Jiang Lingfang Jiang Zhifeng Wang Lu Wang 16 2 0 07 Feb 2024
See More Details: Efficient Image Super-Resolution by Experts Mining Eduard Zamfir Zongwei Wu Nancy Mehta Yulun Zhang Radu Timofte SupR 48 10 0 05 Feb 2024
Rethinking RGB Color Representation for Image Restoration Models Jaerin Lee J. Park Sungyong Baik Kyoung Mu Lee 24 1 0 05 Feb 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 46 1 0 04 Feb 2024
BVI-Lowlight: Fully Registered Benchmark Dataset for Low-Light Video Enhancement Nantheera Anantrasirichai Ruirui Lin A. Malyugina David Bull 93 2 0 03 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 33 0 0 02 Feb 2024
Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow L. S. Aira D. Valsesia Andrea Bordone Molini Giulia Fracastoro E. Magli Andrea Mirabile SupR 27 0 0 30 Jan 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 25 49 0 29 Jan 2024
Vision-Informed Flow Image Super-Resolution with Quaternion Spatial Modeling and Dynamic Flow Convolution Qinglong Cao Zhengqin Xu Chao Ma Xiaokang Yang Yuntian Chen 25 0 0 29 Jan 2024
Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models Fabio Merizzi Andrea Asperti Stefano Colamonaco 36 7 0 27 Jan 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 35 11 0 26 Jan 2024
Masked Pre-trained Model Enables Universal Zero-shot Denoiser Xiaoxiao Ma Zhixiang Wei Yi Jin Pengyang Ling Tianle Liu Ben Wang Junkang Dai H. Chen Enhong Chen VLM 43 2 0 26 Jan 2024
Improving Design of Input Condition Invariant Speech Enhancement Wangyou Zhang Jee-weon Jung Shinji Watanabe Yanmin Qian AAML 31 3 0 25 Jan 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 36 129 0 24 Jan 2024
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 24 0 0 24 Jan 2024
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration Yimin Xu Nanxi Gao Zhongyun Shan Rongrong Ji Rongrong Ji 27 6 0 24 Jan 2024
LKFormer: Large Kernel Transformer for Infrared Image Super-Resolution Feiwei Qin Kang Yan Changmiao Wang Ruiquan Ge Yong Peng Kai Zhang ViT 38 9 0 22 Jan 2024
Efficient Image Super-Resolution via Symmetric Visual Attention Network Chengxu Wu Qinrui Fan Shu Hu Xi Wu Xin Wang Jing Hu SupR 35 3 0 17 Jan 2024
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary Leheng Zhang Yawei Li Xingyu Zhou Xiaorui Zhao Shuhang Gu SupR 29 27 0 16 Jan 2024
No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy Mohammad Khateri Morteza Ghahremani Alejandra Sierra Jussi Tohka SupR 27 1 0 16 Jan 2024
Deep Blind Super-Resolution for Satellite Video Yi Xiao Qiangqiang Yuan Qiang Zhang Lefei Zhang 29 32 0 13 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 16 2 0 11 Jan 2024
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach Gang Wu Junjun Jiang Junpeng Jiang Xianming Liu SupR 43 7 0 11 Jan 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring Geunhyuk Youk Jihyong Oh Munchurl Kim 30 9 0 08 Jan 2024
RustNeRF: Robust Neural Radiance Field with Low-Quality Images Mengfei Li Ming Lu Xiaofang Li Shanghang Zhang 37 1 0 06 Jan 2024
MetaISP -- Exploiting Global Scene Structure for Accurate Multi-Device Color Rendition Matheus Souza Wolfgang Heidrich 16 3 0 06 Jan 2024
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification Jiaqing Zhang Jie Lei Weiying Xie Geng Yang Daixun Li Yunsong Li 32 12 0 06 Jan 2024
FullLoRA-AT: Efficiently Boosting the Robustness of Pretrained Vision Transformers Zheng Yuan Jie Zhang Shiguang Shan 55 2 0 03 Jan 2024
Boosting of Implicit Neural Representation-based Image Denoiser Zipei Yan Zhengji Liu Jizhou Li AI4CE 14 1 0 03 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 26 35 0 01 Jan 2024
Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution Zeke Zexi Hu Xiaoming Chen Yuk Ying Chung Yiran Shen 37 1 0 01 Jan 2024
Compressing Deep Image Super-resolution Models Yuxuan Jiang Jakub Nawala Fan Zhang David Bull 53 6 0 31 Dec 2023
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Jiantao Zhou Yuntao Qian ViT 24 11 0 31 Dec 2023
Image Super-resolution Reconstruction Network based on Enhanced Swin Transformer via Alternating Aggregation of Local-Global Features Yuming Huang Yingpin Chen Changhui Wu Hanrong Xie Binhui Song Hui Wang SupR ViT 42 0 0 30 Dec 2023
Noise-free Optimization in Early Training Steps for Image Super-Resolution MinKyu Lee Jae-Pil Heo 21 4 0 29 Dec 2023
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 29 26 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 29 3 0 28 Dec 2023
KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching Huanjing Yue Zifan Cui Kun Li Jingyu Yang SupR 24 3 0 28 Dec 2023
Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation Rongyu Zhang Yulin Luo Jiaming Liu Huanrui Yang Zhen Dong ... Tomoyuki Okuno Yohei Nakata Kurt Keutzer Yuan Du Shanghang Zhang MoMe MoE 40 3 0 27 Dec 2023
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance Tomer Garber Tom Tirer DiffM 46 18 0 27 Dec 2023
A Non-Uniform Low-Light Image Enhancement Method with Multi-Scale Attention Transformer and Luminance Consistency Loss Xiao Fang Xin Gao Baofeng Li Feng Zhai Yu Qin Zhihang Meng Jiansheng Lu Chun Xiao ViT 21 2 0 27 Dec 2023
A Comprehensive Study of Object Tracking in Low-Light Environments Anqi Yi Nantheera Anantrasirichai 35 8 0 25 Dec 2023