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
OW-SLR: Overlapping Windows on Semi-Local Region for Image Super-Resolution Rishav Bhardwaj J. Balaji Vasudevan Lakshminarayanan SupR 34 0 0 09 Nov 2023
LDM3D-VR: Latent Diffusion Model for 3D VR Gabriela Ben-Melech Stan Diana Wofk Estelle Aflalo Shao-Yen Tseng Z. Cai Michael Paulitsch Vasudev Lal 62 6 0 06 Nov 2023
Patch-based Selection and Refinement for Early Object Detection Tianyi Zhang Kishore Kasichainula Yaoxin Zhuo Baoxin Li Jae-sun Seo Yu Cao 46 5 0 03 Nov 2023
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data Boyang Wang Bowen Liu Shiyu Liu Fengyu Yang 32 7 0 02 Nov 2023
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction Zeshuai Deng Zhuokun Chen Shuaicheng Niu Thomas H. Li Bohan Zhuang Mingkui Tan 27 22 0 29 Oct 2023
Video Frame Interpolation with Many-to-many Splatting and Spatial Selective Refinement Ping Hu Simon Niklaus Lu Zhang Stan Sclaroff Kate Saenko 32 6 0 29 Oct 2023
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Yu-Wei Chen Soo-Chang Pei 35 9 0 27 Oct 2023
DocStormer: Revitalizing Multi-Degraded Colored Document Images to Pristine PDF Chaowei Liu Jichun Li Yihua Teng Chaoqun Wang Nuo Xu Jihao Wu Dandan Tu 21 2 0 27 Oct 2023
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution Zhewei Huang Ailin Huang Xiaotao Hu Chen Hu Jun Xu Shuchang Zhou 35 7 0 26 Oct 2023
Blind Image Super-resolution with Rich Texture-Aware Codebooks Rui Qin Ming Sun Fangyuan Zhang Xingsen Wen Bin Wang 32 7 0 26 Oct 2023
Bridging The Gaps Between Token Pruning and Full Pre-training via Masked Fine-tuning Fengyuan Shi Limin Wang ViT 38 0 0 26 Oct 2023
From Posterior Sampling to Meaningful Diversity in Image Restoration Noa Cohen Hila Manor Yuval Bahat T. Michaeli DiffM 38 10 0 24 Oct 2023
ARNIQA: Learning Distortion Manifold for Image Quality Assessment Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo 37 33 0 20 Oct 2023
Auxiliary Features-Guided Super Resolution for Monte Carlo Rendering Qiqi Hou Feng Liu SupR 21 4 0 20 Oct 2023
PTSR: Patch Translator for Image Super-Resolution Neeraj Baghel S. Dubey Satish Kumar Singh ViT SupR 38 0 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 27 3 0 20 Oct 2023
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 27 24 0 19 Oct 2023
LoMAE: Low-level Vision Masked Autoencoders for Low-dose CT Denoising Dayang Wang Yongshun Xu Shuo Han Zhan Wu Li Zhou Bahareh Morovati Hengyong Yu MedIm 46 2 0 19 Oct 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 24 27 0 18 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 30 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 26 73 0 16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 52 43 0 16 Oct 2023
BONES: Near-Optimal Neural-Enhanced Video Streaming Lingdong Wang Simran Singh Jacob Chakareski Mohammad Hajiesmaili R. Sitaraman 30 3 0 15 Oct 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 42 1 0 13 Oct 2023
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers Shiyue Cao Yueqin Yin Lianghua Huang Yu Liu Xin Zhao Deli Zhao Kaiqi Huang ViT 28 14 0 09 Oct 2023
Three-Stage Cascade Framework for Blurry Video Frame Interpolation Pengcheng Lei Zaoming Yan Tingting Wang Faming Fang Guixu Zhang 30 0 0 09 Oct 2023
Learning Many-to-Many Mapping for Unpaired Real-World Image Super-resolution and Downscaling Wanjie Sun Zhenzhong Chen SupR 33 0 0 08 Oct 2023
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-Resolution Qingguo Liu Pan Gao Kang Han Ningzhong Liu Weikang Xiang ViT 33 10 0 06 Oct 2023
A Complementary Global and Local Knowledge Network for Ultrasound denoising with Fine-grained Refinement Zhenyu Bu Kaini Wang Fuxing Zhao Shengxiao Li Guangquan Zhou 29 0 0 05 Oct 2023
Improving Drumming Robot Via Attention Transformer Network Yang Yi Zonghan Li 34 0 0 04 Oct 2023
Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes Zhilu Zhang Haoyu Wang Shuai Liu Xiaotao Wang Lei Lei Wangmeng Zuo 21 3 0 03 Oct 2023
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation Jingliang Deng Zonghan Li ViT 26 0 0 30 Sep 2023
Multi-Depth Branch Network for Efficient Image Super-Resolution Huiyuan Tian Li Zhang Shijian Li Min Yao Gang Pan SupR 42 12 0 29 Sep 2023
Space-Time Attention with Shifted Non-Local Search Kent Gauen Stanley Chan 18 0 0 28 Sep 2023
Guided Frequency Loss for Image Restoration Bilel Benjdira Anas M. Ali Anis Koubaa 43 2 0 27 Sep 2023
Survey on Deep Face Restoration: From Non-blind to Blind and Beyond Wenjie Li Mei Wang Kai Zhang Juncheng Li Xiaoming Li Yuhang Zhang Guangwei Gao Weihong Deng Chia-Wen Lin CVBM 41 7 0 27 Sep 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 23 1 0 26 Sep 2023
Data Upcycling Knowledge Distillation for Image Super-Resolution Yun-feng Zhang Wei Li Simiao Li Hanting Chen Zhaopeng Tu Wenjun Wang Bingyi Jing Hai-lin Wang Jie Hu 35 3 0 25 Sep 2023
A Lightweight Recurrent Grouping Attention Network for Video Super-Resolution Yong Zhu Guofang Li SupR 60 1 0 25 Sep 2023
Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method Tianyi Liu Kejun Wu Yi Wang Wenyang Liu Kim-Hui Yap Lap-Pui Chau 26 4 0 25 Sep 2023
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction Bingyu Xin Meng Ye L. Axel Dimitris N. Metaxas 43 14 0 25 Sep 2023
On the Posterior Distribution in Denoising: Application to Uncertainty Quantification Hila Manor T. Michaeli UQCV 23 17 0 24 Sep 2023
License Plate Super-Resolution Using Diffusion Models Sawsan Alhalawani Bilel Benjdira Adel Ammar Anis Koubaa Anas M. Ali DiffM 37 7 0 21 Sep 2023
Neural Image Compression Using Masked Sparse Visual Representation Wei Jiang Wei Wang Yuewei Chen 21 7 0 20 Sep 2023
CalibFPA: A Focal Plane Array Imaging System based on Online Deep-Learning Calibration Alper Gungor M. U. Bahçeci Yasin Ergen Ahmet Sozak O. O. Ekiz Tolga Yelboğa Tolga cCukur 29 0 0 20 Sep 2023
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance Peiqing Yang Shangchen Zhou Qingyi Tao Chen Change Loy DiffM 16 29 0 19 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Liang Feng DiffM 29 4 0 19 Sep 2023
Self-Supervised Super-Resolution Approach for Isotropic Reconstruction of 3D Electron Microscopy Images from Anisotropic Acquisition Mohammad Khateri Morteza Ghahremani Alejandra Sierra Jussi Tohka 21 2 0 19 Sep 2023
$All-optical image denoising using a diffractive visual processor$ All-optical image denoising using a diffractive visual processor Çaǧatay Işıl Tianyi Gan F. O. Ardic Koray Mentesoglu Jagrit Digani ... Jingxi Li Deniz Mengu Mona Jarrahi Kaan Akcsit Aydogan Ozcan DiffM 30 25 0 17 Sep 2023
Complex-Valued Neural Networks for Data-Driven Signal Processing and Signal Understanding Josiah W. Smith 23 9 0 14 Sep 2023