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"

50 / 302 papers shown

Title
Fast and Robust Cascade Model for Multiple Degradation Single Image Super-Resolution Santiago López-Tapia N. de la Blanca 14 8 0 16 Nov 2020
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning Xuehui Wang Qing Wang Yuzhi Zhao Junchi Yan Lei Fan Long Chen SupR 31 46 0 13 Nov 2020
Shared Prior Learning of Energy-Based Models for Image Reconstruction Thomas Pinetz Erich Kobler Thomas Pock Alexander Effland DiffM 27 4 0 12 Nov 2020
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution Suyoung Lee Myungsub Choi Kyoung Mu Lee SupR 30 16 0 09 Nov 2020
EPSR: Edge Profile Super resolution Jiun Lee Jaekwang Kim I. Yun 16 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 29 38 0 16 Oct 2020
WDN: A Wide and Deep Network to Divide-and-Conquer Image Super-resolution Vikram Singh Anurag Mittal SupR 27 2 0 07 Oct 2020
ASDN: A Deep Convolutional Network for Arbitrary Scale Image Super-Resolution Jialiang Shen Yucheng Wang Jian Zhang SupR 16 6 0 06 Oct 2020
Blind Image Super-Resolution with Spatial Context Hallucination Dong Huo Herbert Yang SupR 30 1 0 25 Sep 2020
Residual Feature Distillation Network for Lightweight Image Super-Resolution Jie Liu Jie Tang Gangshan Wu 33 380 0 24 Sep 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results Peng Sun Martin Danelljan Yawei Li Radu Timofte Jie Liu ... Wenhao Wang Zhenbing Liu Rushi Lan Rao Muhammad Umer C. Micheloni SupR 36 88 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 21 44 0 14 Sep 2020
Attention Cube Network for Image Restoration Yucheng Hang Q. Liao Wenming Yang Yupeng Chen Jie Zhou 16 24 0 13 Sep 2020
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution Rao Muhammad Umer C. Micheloni GAN 32 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 25 84 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 43 77 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 30 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 16 612 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 67 43 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 40 231 0 05 Aug 2020
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution Ruicheng Feng W. Guan Yu Qiao Chao Dong SupR 24 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 35 0 0 01 Aug 2020
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei Chen Jie Chen Weisi Guo 40 66 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 35 191 0 23 Jul 2020
Learning to Restore a Single Face Image Degraded by Atmospheric Turbulence using CNNs R. Yasarla Vishal M. Patel CVBM 18 17 0 16 Jul 2020
Lightweight image super-resolution with enhanced CNN Chunwei Tian Ruibin Zhuge Zhihao Wu Yong-mei Xu W. Zuo Chong Chen Chia-Wen Lin SupR 27 134 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 23 152 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 32 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 24 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 25 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 19 30 0 27 Apr 2020
Attention Based Real Image Restoration Saeed Anwar Nick Barnes L. Petersson 30 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 28 122 0 15 Apr 2020
Mosaic Super-resolution via Sequential Feature Pyramid Networks M. Shoeiby M. Armin M. S. Aliakbarian Saeed Anwar L. Petersson SupR 23 6 0 15 Apr 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
Robust Single-Image Super-Resolution via CNNs and TV-TV Minimization Marija Vella João F. C. Mota SupR 22 13 0 02 Apr 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 121 539 0 23 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 21 45 0 16 Mar 2020
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution Yong Guo Jian Chen Jingdong Wang Qi Chen Jingyun Liang Zeshuai Deng Yanwu Xu Mingkui Tan SupR 23 281 0 16 Mar 2020
Pyramidal Edge-maps and Attention based Guided Thermal Super-resolution Honey Gupta Kaushik Mitra 23 2 0 13 Mar 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 31 6 0 03 Mar 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh Sunwoo Cho N. Cho SupR 25 283 0 27 Feb 2020
Super-Resolving Commercial Satellite Imagery Using Realistic Training Data Xiang Zhu Hossein Talebi Xinwei Shi Feng Yang P. Milanfar SupR 27 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 16 182 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 26 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 35 815 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 28 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 16 68 0 30 Nov 2019