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
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 88 4 0 25 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 43 2 0 09 Mar 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming-hui Sun Chao Zhou 24 16 0 08 Mar 2024
A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction Shyang-En Weng S. Miaou Ricky Christanto 27 2 0 28 Feb 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 38 6 0 27 Feb 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 24 0 0 23 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 18 2 0 08 Feb 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 17 11 0 26 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 20 1 0 01 Jan 2024
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Jiantao Zhou Yuntao Qian ViT 19 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 19 0 0 30 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 19 11 0 18 Dec 2023
Guided Image Restoration via Simultaneous Feature and Image Guided Fusion Xinyi Liu Qian Zhao Jie-Kai Liang Huiyu Zeng Deyu Meng Lei Zhang 30 0 0 14 Dec 2023
Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior Kai Pan Linyang Li Li Lin Pujin Cheng Junyan Lyu Lei Xi Xiaoying Tang 11 0 0 12 Dec 2023
TULIP: Transformer for Upsampling of LiDAR Point Clouds Bin Yang Patrick Pfreundschuh Roland Siegwart Marco Hutter Peyman Moghadam Vaishakh Patil 3DPC 16 4 0 11 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 33 25 0 08 Dec 2023
R3D-SWIN:Use Shifted Window Attention for Single-View 3D Reconstruction Chenhuan Li Meihua Xiao Zehuan Li Fangping Chen Shanshan Qiao Dingli Wang Mengxi Gao Siyi Zhang ViT 13 0 0 05 Dec 2023
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution Shi Chen Lefei Zhang Liangpei Zhang 22 11 0 29 Nov 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 26 19 0 24 Nov 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 20 1 0 09 Nov 2023
OW-SLR: Overlapping Windows on Semi-Local Region for Image Super-Resolution Rishav Bhardwaj J. Balaji Vasudevan Lakshminarayanan SupR 11 0 0 09 Nov 2023
Auxiliary Features-Guided Super Resolution for Monte Carlo Rendering Qiqi Hou Feng Liu SupR 13 4 0 20 Oct 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 19 3 0 20 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 22 18 0 16 Oct 2023
A cross Transformer for image denoising Chunwei Tian Menghua Zheng Wangmeng Zuo Shichao Zhang Yanning Zhang Chia-Wen Lin ViT 19 73 0 16 Oct 2023
IFT: Image Fusion Transformer for Ghost-free High Dynamic Range Imaging Hai-lin Wang Wei Li Yuanyuan Xi Jie Hu Hanting Chen Longyu Li Yun Wang 10 1 0 26 Sep 2023
Neural Image Compression Using Masked Sparse Visual Representation Wei Jiang Wei Wang Yuewei Chen 11 7 0 20 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Jinwei Gu DiffM 22 3 0 19 Sep 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 17 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 22 8 0 07 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 20 11 0 06 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 39 1 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 22 133 0 28 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 19 14 0 17 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 9 0 0 16 Aug 2023
TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution Baolin Liu Zongyuan Yang Pengfei Wang Junjie Zhou Ziqi Liu Ziyi Song Yan Liu Yongping Xiong 21 7 0 13 Aug 2023
Recurrent Self-Supervised Video Denoising with Denser Receptive Field Zichun Wang Yulun Zhang Debing Zhang Ying Fu 42 8 0 07 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu L. Kong Xiaokang Yang F. I. F. Richard Yu ViT 11 163 0 07 Aug 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 21 13 0 27 Jul 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli M. Keuper 27 8 0 25 Jul 2023
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks Chee Hong Kyoung Mu Lee SupR MQ 11 1 0 25 Jul 2023
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration Jing Hao Jingming Xie Jinyuan Zhang Moyun Liu 12 7 0 22 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 13 0 0 19 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao Tingbo Hou Yu-Chuan Su Xuhui Jia. Yandong Li Matthias Grundmann DiffM 24 16 0 18 Jul 2023
DARTS: Double Attention Reference-based Transformer for Super-resolution Masoomeh Aslahishahri Jordan R. Ubbens Ian Stavness 17 3 0 17 Jul 2023
DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Chao Wang 13 4 0 15 Jul 2023
Compound Attention and Neighbor Matching Network for Multi-contrast MRI Super-resolution Wenxuan Chen Sirui Wu Shuai Wang Zhong Li Jia Yang Huifeng Yao Xiao-quan Song SupR MedIm 19 1 0 05 Jul 2023
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning Pu Ren N. Benjamin Erichson Shashank Subramanian Omer San Z. Lukić Michael W. Mahoney Michael W. Mahoney 34 13 0 24 Jun 2023
BokehOrNot: Transforming Bokeh Effect with Image Transformer and Lens Metadata Embedding Zhihao Yang Wenyi Lian Siyuan Lai 19 6 0 06 Jun 2023
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging Jiamian Wang Zong-Jhe Wu Yulun Zhang Xin Yuan Tao R. Lin Zhiqiang Tao FedML 33 2 0 01 Jun 2023