Blind Image Super-Resolution: A Survey and Beyond

7 July 2021

Anran Liu

Yihao Liu

Jinjin Gu

Yu Qiao

Chao Dong

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Papers citing "Blind Image Super-Resolution: A Survey and Beyond"

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Title
Squeeze flow of micro-droplets: convolutional neural network with trainable and tunable refinement Aryan Mehboudi S. Singhal S. V. Sreenivasan 11 1 0 16 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 23 0 0 09 Nov 2022
Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution Valfride Nascimento Rayson Laroca Jorge de A. Lambert William Robson Schwartz David Menotti ViT 33 13 0 30 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 48 34 0 27 Sep 2022
Meta-Learning based Degradation Representation for Blind Super-Resolution Bin Xia Yapeng Tian Yulun Zhang Yucheng Hang Wenming Yang Q. Liao SupR 32 17 0 28 Jul 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos Yanze Wu Xintao Wang Gengyan Li Ying Shan SupR 22 21 0 14 Jun 2022
Real-World Light Field Image Super-Resolution via Degradation Modulation Yingqian Wang Zhengyu Liang Longguang Wang Jungang Yang Wei An Yulan Guo SupR 28 24 0 13 Jun 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 41 3 0 04 Jun 2022
Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior Kaigeng Hu Yu Liu Renhe Liu Wei Lu Gang Yu Bin-Bin Fu CVBM 25 3 0 28 May 2022
Evaluating the Generalization Ability of Super-Resolution Networks Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 12 24 0 14 May 2022
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation Jianan Liu Hao Li Tao Huang E. Ahn Kang Han Adeel Razi Wei Xiang Jinman Kim David Dagan Feng OOD 114 1 0 13 May 2022
MM-RealSR: Metric Learning based Interactive Modulation for Real-World Super-Resolution Chong Mou Yanze Wu Xintao Wang Chao Dong Jian Zhang Ying Shan SupR 21 40 0 10 May 2022
Shadow-Aware Dynamic Convolution for Shadow Removal Yimin Xu Mingbao Lin Hong-Taek Yang Rongrong Ji Rongrong Ji 38 19 0 10 May 2022
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Yingqian Wang Juncheng Li Shuhang Gu Radu Timofte SupR 20 34 0 20 Apr 2022
Degradation-agnostic Correspondence from Resolution-asymmetric Stereo Xihao Chen Zhiwei Xiong Zhen Cheng Jiayong Peng Yueyi Zhang Zhengjun Zha 16 8 0 04 Apr 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 30 87 0 27 Mar 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tieniu Tan 26 51 0 09 Mar 2022
Reflash Dropout in Image Super-Resolution Xiangtao Kong Xina Liu Jinjin Gu Yu Qiao Chao Dong UQCV 15 58 0 22 Dec 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective Xin Li Xin Jin Jun Fu Xiaoyuan Yu Bei Tong Zhibo Chen SupR 21 2 0 25 Nov 2021
FreqNet: A Frequency-domain Image Super-Resolution Network with Dicrete Cosine Transform Runyuan Cai Yue Ding Hongtao Lu SupR 48 5 0 21 Nov 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
Discovering Distinctive "Semantics" in Super-Resolution Networks Yihao Liu Anran Liu Jinjin Gu Zhipeng Zhang Wenhao Wu Yu Qiao Chao Dong SupR 17 18 0 01 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 37 1,106 0 22 Jul 2021
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 94 170 0 05 May 2020
Deep Unfolding Network for Image Super-Resolution Kaixuan Zhang Luc Van Gool Radu Timofte SupR 116 539 0 23 Mar 2020
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 198 5,176 0 16 Sep 2016