Restormer: Efficient Transformer for High-Resolution Image Restoration

18 November 2021

Salman Khan

Ming-Hsuan Yang

Papers citing "Restormer: Efficient Transformer for High-Resolution Image Restoration"

39 / 939 papers shown

Title
Faces: AI Blitz XIII Solutions Andrew Melnik Eren Akbulut Jannik Sheikh Kira Loos Michael Buettner Tobias Lenze CVBM 13 3 0 03 Apr 2022
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems Aboli Rajan Marathe Pushkar Jain Rahee Walambe K. Kotecha 23 9 0 03 Apr 2022
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution Guangyuan Li Jun Lv Yapeng Tian Qingyu Dou Chengyan Wang Chenliang Xu Jing Qin MedIm 26 57 0 26 Mar 2022
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis Kaixuan Zhang Yawei Li Jingyun Liang Jiezhang Cao Yulun Zhang H. Tang Deng-Ping Fan Radu Timofte Luc Van Gool OOD 30 123 0 24 Mar 2022
CRISPnet: Color Rendition ISP Net Matheus Souza Wolfgang Heidrich 11 2 0 20 Mar 2022
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images R. Yasarla Carey E. Priebe Vishal M. Patel 12 3 0 17 Mar 2022
Co-visual pattern augmented generative transformer learning for automobile geo-localization Jian-wen Zhao Qiang Zhai Pengbo Zhao Rui Huang Hong Cheng ViT 21 9 0 17 Mar 2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Zalan Fabian Berk Tinaz Mahdi Soltanolkotabi 27 50 0 15 Mar 2022
Efficient Long-Range Attention Network for Image Super-resolution Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 19 276 0 13 Mar 2022
TAPE: Task-Agnostic Prior Embedding for Image Restoration Lin Liu Lingxi Xie Xiaopeng Zhang Shanxin Yuan Xiangyu Chen Wen-gang Zhou Houqiang Li Qi Tian 8 53 0 11 Mar 2022
Multi-Scale Adaptive Network for Single Image Denoising Yuanbiao Gou Peng Hu Jiancheng Lv Qiufeng Wang Xiaocui Peng 16 27 0 08 Mar 2022
Adaptive Cross-Layer Attention for Image Restoration Yancheng Wang N. Xu Yingzhen Yang 21 3 0 04 Mar 2022
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring Kiyeon Kim Seungyong Lee Sunghyun Cho 24 56 0 19 Feb 2022
Realistic Blur Synthesis for Learning Image Deblurring Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 25 45 0 17 Feb 2022
Blind Image Deconvolution Using Variational Deep Image Prior Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 42 10 0 01 Feb 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 33 53 0 03 Jan 2022
On Efficient Transformer-Based Image Pre-training for Low-Level Vision Wenbo Li Xin Lu Shengju Qian Jiangbo Lu Xinming Zhang Jiaya Jia ViT 32 83 0 19 Dec 2021
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 25 87 0 08 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan F. Khan Michael S. Ryoo ViT 33 84 0 02 Dec 2021
MC-Blur: A Comprehensive Benchmark for Image Deblurring Kaihao Zhang Tao Wang Wenhan Luo Boheng Chen Wenqi Ren B. Stenger Wei Liu Hongdong Li Ming-Hsuan Yang 37 29 0 01 Dec 2021
Event-Based Fusion for Motion Deblurring with Cross-modal Attention Lei Sun Christos Sakaridis Jingyun Liang Qi Jiang Kailun Yang Peng Sun Yaozu Ye Kaiwei Wang Luc Van Gool 13 134 0 30 Nov 2021
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 19 325 0 23 Nov 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 34 145 0 23 Nov 2021
Burst Image Restoration and Enhancement Akshay Dudhane Syed Waqas Zamir Salman Khan Fahad A Khan Ming-Hsuan Yang 89 85 0 07 Oct 2021
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration Mikael Le Pendu C. Guillemot 23 17 0 01 Oct 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution Juncheng Li Zehua Pei Wenjie Li Guangwei Gao Longguang Wang Yingqian Wang T. Zeng 31 46 0 29 Sep 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Zhang Zhuoyuan Wu DiffM 71 81 0 14 Sep 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 30 34 0 25 Aug 2021
Data Acquisition and Preparation for Dual-reference Deep Learning of Image Super-Resolution Yanhui Guo Xiaolin Wu X. Shu SupR 22 13 0 05 Aug 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting Shunxin Xu Ke Sun Dong Liu Zhiwei Xiong Zhengjun Zha 24 10 0 24 Feb 2021
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 232 156 0 08 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,450 0 04 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision Risheng Liu Zhu Liu Pan Mu Xin-Yue Fan Zhongxuan Luo 15 5 0 10 Dec 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao DiffM 113 337 0 17 Mar 2020
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 140 628 0 07 Jun 2018
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 135 989 0 25 Sep 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 195 5,176 0 16 Sep 2016