Learning a Single Convolutional Super-Resolution Network for Multiple Degradations

17 December 2017

Lei Zhang

Papers citing "Learning a Single Convolutional Super-Resolution Network for Multiple Degradations"

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Title
Shared Prior Learning of Energy-Based Models for Image Reconstruction Thomas Pinetz Erich Kobler T. Pock Alexander Effland DiffM 11 4 0 12 Nov 2020
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution Suyoung Lee Myungsub Choi Kyoung Mu Lee SupR 17 16 0 09 Nov 2020
EPSR: Edge Profile Super resolution Jiun Lee Jaekwang Kim I. Yun 4 1 0 09 Nov 2020
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data Yinhao Li Yutaro Iwamoto Lanfen Lin R. Xu Yenwei Chen SupR 13 36 0 16 Oct 2020
WDN: A Wide and Deep Network to Divide-and-Conquer Image Super-resolution Vikram Singh Anurag Mittal SupR 14 2 0 07 Oct 2020
ASDN: A Deep Convolutional Network for Arbitrary Scale Image Super-Resolution Jialiang Shen Yucheng Wang Jian Andrew Zhang SupR 6 6 0 06 Oct 2020
Blind Image Super-Resolution with Spatial Context Hallucination Dong Huo Herbert Yang SupR 25 1 0 25 Sep 2020
Residual Feature Distillation Network for Lightweight Image Super-Resolution Jie Liu Jie Tang Gangshan Wu 6 296 0 24 Sep 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results K. Zhang Martin Danelljan Yawei Li Radu Timofte Jie Liu ... Wenhao Wang Zhenbing Liu Rushi Lan Rao Muhammad Umer C. Micheloni SupR 18 87 0 15 Sep 2020
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 17 44 0 14 Sep 2020
Attention Cube Network for Image Restoration Yucheng Hang Q. Liao Wenming Yang Yupeng Chen Jie Zhou 6 19 0 13 Sep 2020
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution Rao Muhammad Umer C. Micheloni GAN 14 15 0 07 Sep 2020
MDCN: Multi-scale Dense Cross Network for Image Super-Resolution Juncheng Li Faming Fang Jiaqian Li Kangfu Mei Guixu Zhang SupR 12 82 0 30 Aug 2020
Multi-Attention Based Ultra Lightweight Image Super-Resolution Abdul Muqeet Jiwon Hwang Subin Yang J. Kang Yongwoo Kim Sung-Ho Bae SupR 20 69 0 29 Aug 2020
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 17 11 0 25 Aug 2020
Single Image Super-Resolution via a Holistic Attention Network Ben Niu Weilei Wen Wenqi Ren Xiangde Zhang Lianping Yang Shuzhen Wang Kaihao Zhang Xiaochun Cao Haifeng Shen SupR 6 519 0 20 Aug 2020
OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Jordi Gonzalez Carles Fernández Tena SupR 46 37 0 05 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 12 163 0 05 Aug 2020
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution Ruicheng Feng W. Guan Yu Qiao Chao Dong SupR 8 7 0 01 Aug 2020
Joint Generative Learning and Super-Resolution For Real-World Camera-Screen Degradation Guanghao Yin Shouqian Sun Chao Li Xin Min SupR 22 0 0 01 Aug 2020
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei-Neng Chen Jie Chen Weisi Guo 18 64 0 27 Jul 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 8 151 0 23 Jul 2020
Learning to Restore a Single Face Image Degraded by Atmospheric Turbulence using CNNs R. Yasarla Vishal M. Patel CVBM 6 17 0 16 Jul 2020
Lightweight image super-resolution with enhanced CNN Chunwei Tian Ruibin Zhuge Zhihao Wu Yong-mei Xu W. Zuo C. L. P. Chen Chia-Wen Lin SupR 6 114 0 08 Jul 2020
Designing and Training of A Dual CNN for Image Denoising Chunwei Tian Yong-mei Xu W. Zuo Bo Du Chia-Wen Lin David C. Zhang 10 151 0 08 Jul 2020
Benefiting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution Mohammad Saeed Rad Thomas Yu C. Musat H. K. Ekenel Behzad Bozorgtabar Jean-Philippe Thiran SupR 16 2 0 06 Jul 2020
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks Mahmoud Afifi A. Abdelhamed Abdullah Abuolaim Abhijith Punnappurath M. S. Brown 16 41 0 23 Jun 2020
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Yiqun Mei Yuchen Fan Yuqian Zhou Lichao Huang Thomas S. Huang Humphrey Shi SupR 20 250 0 02 Jun 2020
Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution Rao Muhammad Umer G. Foresti C. Micheloni 10 52 0 03 May 2020
Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder Zhi-Song Liu W. Siu Li-Wen Wang Chu-Tak Li Marie-Paule Cani Yui-Lam Chan DRL SupR 6 30 0 27 Apr 2020
Attention Based Real Image Restoration Saeed Anwar Nick Barnes L. Petersson 15 0 0 26 Apr 2020
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations Yu-Syuan Xu Shou-Yao Roy Tseng Yu-Wen Tseng Hsien-Kai Kuo Yi-Min Tsai SupR 15 119 0 15 Apr 2020
Mosaic Super-resolution via Sequential Feature Pyramid Networks M. Shoeiby M. Armin M. S. Aliakbarian Saeed Anwar L. Petersson SupR 12 5 0 15 Apr 2020
Multi-modal Datasets for Super-resolution Haoran Li Weihong Quan Mei-Jun Yan Jin Zhang Xiaoli Gong Jin Zhou 6 0 0 13 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 15 120 0 02 Apr 2020
Robust Single-Image Super-Resolution via CNNs and TV-TV Minimization Marija Vella João F. C. Mota SupR 6 13 0 02 Apr 2020
Deep Unfolding Network for Image Super-Resolution K. Zhang Luc Van Gool Radu Timofte SupR 108 535 0 23 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 6 44 0 16 Mar 2020
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution Yong Guo Jian Chen Jingdong Wang Qi Chen Jiezhang Cao Zeshuai Deng Yanwu Xu Mingkui Tan SupR 13 277 0 16 Mar 2020
Pyramidal Edge-maps and Attention based Guided Thermal Super-resolution Honey Gupta Kaushik Mitra 10 2 0 13 Mar 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 6 6 0 03 Mar 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh Sunwoo Cho N. Cho SupR 9 278 0 27 Feb 2020
Super-Resolving Commercial Satellite Imagery Using Realistic Training Data Xiang Zhu Hossein Talebi Xinwei Shi Feng Yang P. Milanfar SupR 22 14 0 26 Feb 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 11 181 0 26 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 18 27 0 08 Jan 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 19 802 0 31 Dec 2019
Self-supervised Fine-tuning for Correcting Super-Resolution Convolutional Neural Networks Alice Lucas S. Tapia Rafael Molina Aggelos K. Katsaggelos SupR 12 0 0 30 Dec 2019
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers Shady Abu Hussein Tom Tirer Raja Giryes SupR 8 68 0 30 Nov 2019
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 20 50 0 25 Nov 2019
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results Kai Zhang Shuhang Gu Radu Timofte Zheng Hui Xiumei Wang ... Y. Niu Peijin Zhuo Xiangzhen Kong Long Sun Wenhao Wang SupR 20 53 0 04 Nov 2019