Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model

1 April 2019

Lei Zhang

Papers citing "Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model"

44 / 94 papers shown

Title
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 54 39 0 03 Jul 2022
Real-World Single Image Super-Resolution Under Rainy Condition M. S. Uddin SupR 36 0 0 16 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 33 19 0 06 Jun 2022
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds Wenlong Zhang Guangyuan Shi Yihao Liu Chao Dong Xiao-Ming Wu 30 22 0 10 May 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites N. Nguyen J. Anger Axel Davy Pablo Arias Gabriele Facciolo SupR 30 16 0 04 May 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 10 401 0 19 Apr 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 32 88 0 27 Mar 2022
Adaptive Patch Exiting for Scalable Single Image Super-Resolution Shizun Wang Ming Lu Kaixin Chen Xiaoqi Li Jiaming Liu Yandong Guo SupR 38 23 0 22 Mar 2022
A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution Jianqi Ma Zhetong Liang Lei Zhang 33 43 0 17 Mar 2022
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Yunjin Chen W. Zuo MDE SupR 27 21 0 02 Mar 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
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 42 27 0 28 Jan 2022
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution Jiangning Zhang Chao Xu Jian Li Yue Han Yabiao Wang Ying Tai Yong Liu DiffM 32 17 0 12 Jan 2022
SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution Shizun Wang Ming Lu Kaixin Chen Jiaming Liu Xiaoqi Li Chuang Zhang Ming Wu 13 6 0 30 Nov 2021
Frequency-Aware Physics-Inspired Degradation Model for Real-World Image Super-Resolution Zhenxing Dong H. Cao Wang Shen Yu Gan Yuye Ling Guangtao Zhai Yikai Su 11 2 0 05 Nov 2021
Toward Real-world Image Super-resolution via Hardware-based Adaptive Degradation Models Rui Ma Johnathan Czernik Xian Du 31 0 0 20 Oct 2021
Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics Kwangjin Yoon GAN 20 3 0 19 Sep 2021
Toward Real-World Super-Resolution via Adaptive Downsampling Models Sanghyun Son Jaeha Kim Wei-Sheng Lai Ming-Husan Yang Kyoung Mu Lee 18 36 0 08 Sep 2021
Transformer for Single Image Super-Resolution Zhisheng Lu Juncheng Li Hong Liu Chao Huang Linlin Zhang T. Zeng ViT 27 315 0 25 Aug 2021
Temporal Kernel Consistency for Blind Video Super-Resolution Li Xiang Royson Lee Mohamed S. Abdelfattah Nicholas D. Lane Hongkai Wen SupR 29 0 0 18 Aug 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 26 41 0 18 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 39 1,106 0 22 Jul 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 36 161 0 07 Jul 2021
Let There be Light: Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer Lan Fu Hongkai Yu Felix Juefei Xu Jinlong Li Qing Guo Song Wang ViT 41 33 0 11 May 2021
NTIRE 2021 Challenge on Image Deblurring Seungjun Nah Sanghyun Son Suyoung Lee Radu Timofte Kyoung Mu Lee SupR 26 82 0 30 Apr 2021
A Two-Stage Attentive Network for Single Image Super-Resolution Jiqing Zhang Chengjiang Long Yuxin Wang Haiyin Piao Haiyang Mei Xin Yang Baocai Yin SupR 52 60 0 21 Apr 2021
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation Sanghyun Son Kyoung Mu Lee 42 35 0 21 Apr 2021
Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super resolution N. Nguyen J. Anger Axel Davy Pablo Arias Gabriele Facciolo 12 4 0 25 Jan 2021
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte 27 41 0 14 Jan 2021
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network Sijin Kim Namhyuk Ahn Kyung-ah Sohn 31 7 0 30 Sep 2020
FAN: Frequency Aggregation Network for Real Image Super-resolution Yingxue Pang Xin Li Xin Jin Yaojun Wu Jianzhao Liu Sen Liu Zhibo Chen 36 25 0 30 Sep 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results Pengxu Wei Hannan Lu Radu Timofte Liang Lin W. Zuo ... Jun-Ho Choi Jong-Seok Lee Feras Almasri T. Vandamme O. Debeir SupR 50 41 0 25 Sep 2020
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference Xiaohong Liu Kangdi Shi Zhe Wang Jun Chen SupR 49 31 0 24 Aug 2020
Component Divide-and-Conquer for Real-World Image Super-Resolution Pengxu Wei Ziwei Xie Hannan Lu Zongyuan Zhan QiXiang Ye W. Zuo Liang Lin SupR 45 231 0 05 Aug 2020
Multi-modal Datasets for Super-resolution Haoran Li Weihong Quan Mei-Jun Yan Jin Zhang Xiaoli Gong Jin Zhou 24 0 0 13 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 25 123 0 02 Apr 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 24 45 0 16 Mar 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 16 182 0 26 Feb 2020
DDet: Dual-path Dynamic Enhancement Network for Real-World Image Super-Resolution Yukai Shi Haoyu Zhong Zhijing Yang Xiaojun Yang Liang Lin SupR 41 30 0 25 Feb 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 26 27 0 08 Jan 2020
Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution Yitong Yan Chuangchuang Liu Changyou Chen Xianfang Sun Longcun Jin Xiang Zhou GAN 33 51 0 25 Nov 2019
Unsupervised Image Super-Resolution with an Indirect Supervised Path Zhen-Wen Han Enyan Dai Xu Jia Xiaoying Ren Shuaijun Chen Chunjing Xu Jianzhuang Liu Qi Tian 37 44 0 07 Oct 2019
Learning to Have an Ear for Face Super-Resolution Givi Meishvili Simon Jenni Paolo Favaro SupR CVBM 33 23 0 27 Sep 2019
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 234 5,180 0 16 Sep 2016