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
Enhancing Wide-Angle Image Using Narrow-Angle View of the Same Scene Hussain Md. Safwan Mahbub Islam Mahim 29 0 0 13 Apr 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion Oliver Heinimann Assaf Shocher Tal Zimbalist Michal Irani DiffM SupR 43 0 0 27 Mar 2025
Progressive Focused Transformer for Single Image Super-Resolution Wei Long Xingyu Zhou Leheng Zhang Shuhang Gu ViT 68 0 0 26 Mar 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 32 0 0 28 Dec 2024
Rethinking Model Redundancy for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Wanxuan Lu Hua Huang 72 0 0 21 Dec 2024
FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution Junyang Chen Jinshan Pan Jiangxin Dong 67 0 0 27 Nov 2024
Alternative Learning Paradigms for Image Quality Transfer A. Eldaly Matteo Figini Daniel C. Alexander OOD 30 0 0 08 Nov 2024
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration Xiaole Tang Xiang Gu Xiaoyi He Xin Hu Jian-jun Sun 27 0 0 03 Nov 2024
HASN: Hybrid Attention Separable Network for Efficient Image Super-resolution Weifeng Cao Xiaoyan Lei Jun Shi Wanyong Liang Jie Liu Zongfei Bai SupR 19 0 0 13 Oct 2024
TactileAR: Active Tactile Pattern Reconstruction Bing Wu Qian Liu 19 0 0 11 Oct 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 16 7 0 25 Sep 2024
NSSR-DIL: Null-Shot Image Super-Resolution Using Deep Identity Learning Sree Rama Vamsidhar S Rama Krishna Gorthi 21 0 0 17 Sep 2024
VDPI: Video Deblurring with Pseudo-inverse Modeling Zhihao Huang Santiago Lopez-Tapia Aggelos K. Katsaggelos 18 0 0 01 Sep 2024
GameIR: A Large-Scale Synthesized Ground-Truth Dataset for Image Restoration over Gaming Content Lebin Zhou Kun Han Nam Ling Wei Wang Wei Jiang 3DGS 23 0 0 29 Aug 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 36 2 0 27 Aug 2024
MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs Yulin Ren Xin Li Mengxi Guo Bingchen Li Shijie Zhao Zhibo Chen Mamba 23 3 0 21 Aug 2024
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Alik Pramanick Utsav Bheda Arijit Sur SupR ViT 46 0 0 19 Aug 2024
SSL: A Self-similarity Loss for Improving Generative Image Super-resolution Du Chen Zhengqiang Zhang Jie Liang Lei Zhang 31 3 0 11 Aug 2024
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution Jiang Yuan Ji Ma Bo Wang Weiming Hu 22 0 0 10 Aug 2024
Image Super-Resolution with Taylor Expansion Approximation and Large Field Reception Jia Feng Yuan Wang Dianbo Sui Fengchuang Xing SupR 23 0 0 01 Aug 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation Jingyuan Xia Zhixiong Yang Shengxi Li Shuanghui Zhang Yaowen Fu Deniz Gündüz Xiang Li SupR BDL 18 23 0 13 Jun 2024
Single image super-resolution based on trainable feature matching attention network Qizhou Chen Qing Shao SupR 46 5 0 29 May 2024
Large coordinate kernel attention network for lightweight image super-resolution Fangwei Hao Jiesheng Wu Haotian Lu Ji Du Jing Xu SupR 17 2 0 15 May 2024
Incorporating Degradation Estimation in Light Field Spatial Super-Resolution Zeyu Xiao Zhiwei Xiong 16 3 0 11 May 2024
Super-Resolving Blurry Images with Events Chi Zhang Mingyuan Lin Xiang Zhang Chenxu Jiang Lei Yu SupR 35 0 0 11 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 21 10 0 05 May 2024
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Wangmeng Zuo MDE SupR 28 2 0 03 May 2024
ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing Jinming Cao Sicheng Shen Qiu Zhou Yifang Yin Yangyan Li Roger Zimmermann 25 1 0 28 Apr 2024
Federated Learning for Blind Image Super-Resolution Brian B. Moser Ahmed Anwar Federico Raue Stanislav Frolov Andreas Dengel 30 2 0 26 Apr 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution Feng Li Yixuan Wu Zichao Liang Runmin Cong H. Bai Yao-Min Zhao Meng Wang DiffM 30 1 0 15 Mar 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution Haochen Sun Yan Yuan Lijuan Su Hao-Yu Shao 25 1 0 12 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 24 36 0 12 Mar 2024
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution Junxiong Lin Yan Wang Zeng Tao Boyang Wang Qing Zhao ... Yuxuan Lin Wei Song Jiawen Yu Shaoqi Yan Wenqiang Zhang 24 2 0 09 Mar 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming-hui Sun Chao Zhou 19 16 0 08 Mar 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 25 2 0 29 Feb 2024
Physics-Inspired Degradation Models for Hyperspectral Image Fusion Jie Lian Lizhi Wang Lin Zhu Renwei Dian Zhiwei Xiong Hua Huang 25 0 0 04 Feb 2024
mmID: High-Resolution mmWave Imaging for Human Identification S. S. Jayaweera Sai Deepika Yuqian Regani Beibei Hu Wang K. J. Ray 10 1 0 01 Feb 2024
Deep Blind Super-Resolution for Satellite Video Yi Xiao Qiangqiang Yuan Qiang Zhang L. Zhang 24 32 0 13 Jan 2024
Self Supervised Vision for Climate Downscaling Karandeep Singh Chaeyoon Jeong Naufal Shidqi Sungwon Park A. Nellikkattil Elke Zeller Meeyoung Cha AI4Cl 15 0 0 09 Jan 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring Geunhyuk Youk Jihyong Oh Munchurl Kim 14 9 0 08 Jan 2024
EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements Xin Xu Jin-Hui Park Paul Fieguth SupR 19 0 0 20 Dec 2023
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network Neeraj Baghel S. Dubey Satish Kumar Singh ViT 14 2 0 04 Dec 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 21 19 0 24 Nov 2023
Auxiliary Features-Guided Super Resolution for Monte Carlo Rendering Qiqi Hou Feng Liu SupR 11 4 0 20 Oct 2023
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-Resolution Qingguo Liu Pan Gao Kang Han Ningzhong Liu Weikang Xiang ViT 17 10 0 06 Oct 2023
Self-Supervised Super-Resolution Approach for Isotropic Reconstruction of 3D Electron Microscopy Images from Anisotropic Acquisition Mohammad Khateri Morteza Ghahremani Alejandra Sierra Jussi Tohka 11 2 0 19 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 8 12 0 12 Sep 2023
SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution Wenlong Zhang Xiaohui Li Xiangyu Chen Yu Qiao Xiao-Ming Wu Chao Dong 11 9 0 06 Sep 2023
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution Charles Laroche Andrés Almansa Eva Coupeté DiffM 17 25 0 01 Sep 2023
On the Robustness of Object Detection Models on Aerial Images Hao He Jian Ding Gui-Song Xia Gui-Song Xia 17 5 0 29 Aug 2023