To learn image super-resolution, use a GAN to learn how to do image degradation first

30 July 2018

Adrian Bulat

J. Yang

Georgios Tzimiropoulos

SupR

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Papers citing "To learn image super-resolution, use a GAN to learn how to do image degradation first"

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Title
DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution Aiwen Jiang Zhi Wei Long Peng Feiqiang Liu Wenbo Li Mingwen Wang DiffM 54 2 0 24 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 40 17 0 11 Jun 2024
QGFace: Quality-Guided Joint Training For Mixed-Quality Face Recognition Youzhe Song Feng Wang CVBM 23 1 0 29 Dec 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 38 19 0 24 Nov 2023
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN Weiwen Zhang Dawei Yang Haoxuan Che A. Ran Carol Y. Cheung Hao Chen 25 1 0 29 Sep 2023
(Un)fair Exposure in Deep Face Rankings at a Distance Andrea Atzori Gianni Fenu Mirko Marras CVBM 41 1 0 22 Aug 2023
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluation Valdivino Alexandre de Santiago Júnior 39 0 0 15 Jun 2023
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 25 0 0 09 Nov 2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal Tao Wang Kaihao Zhang Xuanxi Chen Wenhan Luo Jiankang Deng Tong Lu Xiaochun Cao Wei Liu Hongdong Li S. Zafeiriou SupR 43 37 0 05 Nov 2022
Extreme-scale Talking-Face Video Upsampling with Audio-Visual Priors Sindhu B. Hegde Rudrabha Mukhopadhyay Vinay P. Namboodiri C. V. Jawahar CVBM 18 1 0 17 Aug 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition Feng Liu Minchul Kim Anil Jain Xiaoming Liu CVBM 27 38 0 20 Jul 2022
Accurate Ground-Truth Depth Image Generation via Overfit Training of Point Cloud Registration using Local Frame Sets Ji-Woo Kim Minchang Kim Y. Shin Minyoung Chung 3DPC 26 1 0 14 Jul 2022
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation Sheng-liang Li Guangcong Zheng Haibo Wang Taiping Yao Yang Chen Shoudong Ding Xi Li DiffM 27 22 0 23 Jun 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos Yanze Wu Xintao Wang Gengyan Li Ying Shan SupR 24 21 0 14 Jun 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
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tieniu Tan 28 51 0 09 Mar 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 84 5 0 26 Jan 2022
Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans H. Pasupuleti G. Girish MedIm 21 0 0 11 Dec 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
SDA-GAN: Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network Qizhou Wang M. Makarenko 19 0 0 06 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
Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition Peiying Li Shikui Tu Lei Xu CVBM 27 24 0 03 Aug 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
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding Wenjia Niu Kaihao Zhang Wenhan Luo Yiran Zhong SupR 32 19 0 27 May 2021
Conditional Hyper-Network for Blind Super-Resolution with Multiple Degradations Guanghao Yin Wei Wang Zehuan Yuan Wei Ji Dongdong Yu Shouqian Sun Tat-Seng Chua Changhu Wang 23 14 0 08 Apr 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 40 113 0 18 Feb 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
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Chaofeng Chen Xiaoming Li Lingbo Yang Xianhui Lin Lei Zhang Kwan-Yee K. Wong CVBM 22 12 0 18 Sep 2020
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 98 170 0 05 May 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
Deep Blind Video Super-resolution Jin-shan Pan Song-Yang Cheng Jiawei Zhang Jinhui Tang SupR 30 46 0 10 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 194 541 0 08 Mar 2020
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery Michel Deudon Alfredo Kalaitzis Israel Goytom Md Rifat Arefin Zhichao Lin Kris Sankaran Vincent Michalski Samira Ebrahimi Kahou Julien Cornebise Yoshua Bengio SupR 18 106 0 15 Feb 2020
Face Hallucination with Finishing Touches Yang Zhang Ivor W. Tsang Jun Li Ping Liu Xiaobo Lu Xin Yu CVBM SupR 16 28 0 09 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
AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Manuel Fritsche Shuhang Gu ... Xiaopeng Sun Wen Lu Jie Li Xinbo Gao Sefi Bell-Kligler SupR 32 94 0 18 Nov 2019
Frequency Separation for Real-World Super-Resolution Manuel Fritsche Shuhang Gu Radu Timofte 33 224 0 18 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
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 143 167 0 20 Sep 2019
Unsupervised Eyeglasses Removal in the Wild Bingwen Hu Zhedong Zheng Ping Liu Wankou Yang Mingwu Ren CVBM 30 36 0 16 Sep 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 21 406 0 16 Apr 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 24 1,419 0 16 Feb 2019
QGAN: Quantized Generative Adversarial Networks Peiqi Wang Dongsheng Wang Yu Ji Xinfeng Xie Haoxuan Song XuXin Liu Yongqiang Lyu Yuan Xie GAN MQ 21 32 0 24 Jan 2019
Face hallucination using cascaded super-resolution and identity priors Klemen Grm Simon Dobrišek Walter J. Scheirer Vitomir Štruc SupR 33 92 0 28 May 2018
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,553 0 25 Jan 2016