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
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution J. Fu Hong Wang Qi Xie Qian Zhao Deyu Meng Zongben Xu SupR 78 25 0 21 Sep 2022
Joint Learning Content and Degradation Aware Feature for Blind Super-Resolution Yifeng Zhou Chuming Lin Donghao Luo Yong Liu Ying Tai Chengjie Wang M. Chen 8 12 0 29 Aug 2022
DSR: Towards Drone Image Super-Resolution Xiaoyu Lin Baran Ozaydin Vidit Vidit Majed El Helou Sabine Süsstrunk SupR 12 1 0 25 Aug 2022
Restoration of User Videos Shared on Social Media Hongming Luo Fei Zhou K. Lam Guoping Qiu VGen 18 2 0 18 Aug 2022
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection Ziteng Cui Ying J. Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Renrui Zhang Zenghui Zhang Tatsuya Harada 29 19 0 05 Aug 2022
Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN Y. Huang Qingzhong Wang S. Omachi OOD MedIm 17 10 0 05 Aug 2022
Meta-Learning based Degradation Representation for Blind Super-Resolution Bin Xia Yapeng Tian Yulun Zhang Yucheng Hang Wenming Yang Q. Liao SupR 16 17 0 28 Jul 2022
Learning Generalizable Latent Representations for Novel Degradations in Super Resolution Fengju Li Xin Feng Fanglin Chen Guangming Lu Wenjie Pei 18 5 0 25 Jul 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 46 10 0 22 Jul 2022
Image Super-Resolution with Deep Dictionary S. Maeda SupR 11 13 0 19 Jul 2022
Towards Lightweight Super-Resolution with Dual Regression Learning Yong Guo Mingkui Tan Zeshuai Deng Jingdong Wang Qi Chen Jiezhang Cao Yanwu Xu Jian Chen SupR 8 10 0 16 Jul 2022
Perception-Oriented Stereo Image Super-Resolution Chenxi Ma Bo Yan Weimin Tan Xuhao Jiang SupR 13 13 0 14 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 36 38 0 03 Jul 2022
Degradation-Guided Meta-Restoration Network for Blind Super-Resolution Fuzhi Yang Huan Yang Yanhong Zeng Jianlong Fu Hongtao Lu 19 9 0 03 Jul 2022
Real-World Light Field Image Super-Resolution via Degradation Modulation Yingqian Wang Zhengyu Liang Longguang Wang Jungang Yang Wei An Yulan Guo SupR 15 24 0 13 Jun 2022
Robust Deep Ensemble Method for Real-world Image Denoising Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 10 11 0 08 Jun 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Jingyun Liang Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jiezhang Cao K. Zhang Radu Timofte Luc Van Gool 17 152 0 05 Jun 2022
RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization Xintao Wang Chao Dong Ying Shan 6 47 0 11 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 9 40 0 10 May 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 12 22 0 10 May 2022
Deep Model-Based Super-Resolution with Non-uniform Blur Charles Laroche Andrés Almansa Matias Tassano SupR 18 10 0 21 Apr 2022
Self-Calibrated Efficient Transformer for Lightweight Super-Resolution Wenbin Zou Tian-Chun Ye Weixin Zheng Yunchen Zhang Liang Chen Yi Wu ViT 15 35 0 19 Apr 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 23 86 0 27 Mar 2022
Optical Flow for Video Super-Resolution: A Survey Zhigang Tu Hongyan Li Wei Xie Yuanzhong Liu Shifu Zhang Baoxin Li Junsong Yuan SupR 12 15 0 20 Mar 2022
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution Qing Cai Yiming Qian Jinxing Li Junjie Lv Yee-Hong Yang Feng Wu Dafan Zhang 12 28 0 19 Mar 2022
Unfolded Deep Kernel Estimation for Blind Image Super-resolution Hong Zheng Hongwei Yong Lei Zhang SupR 10 11 0 10 Mar 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang T. Tan 8 51 0 09 Mar 2022
Adaptive Cross-Layer Attention for Image Restoration Yancheng Wang N. Xu Yingzhen Yang 13 3 0 04 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 14 21 0 02 Mar 2022
Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors Chaofeng Chen Xinyu Shi Yipeng Qin Xiaoming Li Xiaoguang Han Taojiannan Yang Shihui Guo 9 112 0 26 Feb 2022
Deep Constrained Least Squares for Blind Image Super-Resolution Ziwei Luo Haibin Huang Lei Yu Youwei Li Haoqiang Fan Shuaicheng Liu SupR 30 86 0 15 Feb 2022
VRT: A Video Restoration Transformer Jingyun Liang Jiezhang Cao Yuchen Fan K. Zhang Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 21 249 0 28 Jan 2022
Image Superresolution using Scale-Recurrent Dense Network Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 6 0 0 28 Jan 2022
Deep Networks for Image and Video Super-Resolution Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 6 0 0 28 Jan 2022
Deep Image Deblurring: A Survey Kaihao Zhang Wenqi Ren Wenhan Luo Wei-Sheng Lai B. Stenger Ming-Hsuan Yang Hongdong Li 80 166 0 26 Jan 2022
Flexible Style Image Super-Resolution using Conditional Objective Seungcheol Park Young-Su Moon N. Cho SupR 20 17 0 13 Jan 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution Bin Xia Yucheng Hang Yapeng Tian Wenming Yang Q. Liao Jie Zhou SupR 21 78 0 11 Jan 2022
RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images Ziteng Cui Yingying Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Peng Gao Zenghui Zhang Tatsuya Harada 26 4 0 07 Jan 2022
Efficient Single Image Super-Resolution Using Dual Path Connections with Multiple Scale Learning B. Yang Gangshan Wu SupR 30 4 0 31 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 8 7 0 14 Dec 2021
A Practical Contrastive Learning Framework for Single-Image Super-Resolution Gang Wu Junjun Jiang Xianming Liu 20 50 0 27 Nov 2021
AdaDM: Enabling Normalization for Image Super-Resolution Jie Liu Jie Tang Gangshan Wu 19 11 0 27 Nov 2021
Improving Super-Resolution Performance using Meta-Attention Layers Matthew Aquilina Christian Galea J. Abela K. Camilleri R. Farrugia SupR 8 8 0 27 Oct 2021
RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network Rao Muhammad Umer C. Micheloni SupR 18 2 0 25 Oct 2021
Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution Guangpin Tao Xiao Yi Yuzhou Fang Shuo Chen Chuming Lin Yun Cao Tong Lu Donghao Luo Ying Tai SupR 19 18 0 23 Oct 2021
Toward Real-world Image Super-resolution via Hardware-based Adaptive Degradation Models Rui Ma Johnathan Czernik Xian Du 15 0 0 20 Oct 2021
Towards Flexible Blind JPEG Artifacts Removal Jiaxi Jiang K. Zhang Radu Timofte 59 103 0 29 Sep 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 13 46 0 29 Sep 2021
Toward Real-World Super-Resolution via Adaptive Downsampling Models Sanghyun Son Jaeha Kim Wei-Sheng Lai Ming-Husan Yang Kyoung Mu Lee 11 31 0 08 Sep 2021
Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution Chun-Mei Feng Yu-bao Yan Kai-An Yu Yong Xu Ling Shao H. Fu SupR MedIm 10 34 0 03 Sep 2021