Blind Super-Resolution Kernel Estimation using an Internal-GAN

14 September 2019

Papers citing "Blind Super-Resolution Kernel Estimation using an Internal-GAN"

50 / 72 papers shown

Title
Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios Chenglu Pan Xiaogang Xu Ganggui Ding Yunke Zhang Wenbo Li Jiarong Xu Qingbiao Wu 60 0 0 10 Mar 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 98 3 0 20 Feb 2025
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution Jiang Yuan Ji Ma Bo Wang Weiming Hu 47 0 0 10 Aug 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 49 2 0 03 May 2024
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation H. Ateş S. Yildirim B. Gunturk SupR 33 16 0 25 Apr 2024
Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution Zhiheng Li Muheng Li Jixuan Fan Lei Chen Yansong Tang Jie Zhou Jiwen Lu SupR 36 0 0 16 Mar 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution Haochen Sun Yan Yuan Lijuan Su Hao-Yu Shao 41 1 0 12 Mar 2024
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 44 8 0 13 Dec 2023
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 36 3 0 12 Dec 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 40 19 0 24 Nov 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 32 14 0 17 Aug 2023
S2R: Exploring a Double-Win Transformer-Based Framework for Ideal and Blind Super-Resolution Minghao She Wendong Mao Huihong Shi Zhongfeng Wang ViT 17 0 0 16 Aug 2023
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluation Valdivino Alexandre de Santiago Júnior 42 0 0 15 Jun 2023
Dual-Diffusion: Dual Conditional Denoising Diffusion Probabilistic Models for Blind Super-Resolution Reconstruction in RSIs Mengze Xu Jie Ma Yuanyuan Zhu DiffM 24 18 0 20 May 2023
Expanding Synthetic Real-World Degradations for Blind Video Super Resolution Mehran Jeelani Sadbhawna N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal 97 10 0 04 May 2023
DIPNet: Efficiency Distillation and Iterative Pruning for Image Super-Resolution Lei Yu Xinpeng Li Youwei Li Ting Jiang Qi Wu Haoqiang Fan Shuaicheng Liu SupR 41 25 0 14 Apr 2023
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution Xuhai Chen Jiangning Zhang Chao Xu Yabiao Wang Chengjie Wang Yong-Jin Liu SupR 36 10 0 07 Apr 2023
Learning Generative Structure Prior for Blind Text Image Super-resolution Xiaoming Li W. Zuo Chen Change Loy 45 21 0 26 Mar 2023
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach Tao Yang Peiran Ren Xuansong Xie Lei Zhang DiffM 37 15 0 13 Mar 2023
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal Yikang Liu Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 40 0 0 06 Feb 2023
Trainable Loss Weights in Super-Resolution Arash Chaichi Mellatshahi S. Kasaei SupR 43 0 0 25 Jan 2023
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 32 2 0 15 Dec 2022
Bridging Component Learning with Degradation Modelling for Blind Image Super-Resolution Yixuan Wu Feng Li H. Bai Weisi Lin Runmin Cong Yao-Min Zhao SupR 24 17 0 03 Dec 2022
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 28 0 0 09 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 42 16 0 02 Nov 2022
How Real is Real: Evaluating the Robustness of Real-World Super Resolution Athiya Deviyani Efe Sinan Hoplamaz Alan Savio Paul SupR 24 0 0 22 Oct 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 38 8 0 14 Oct 2022
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution J. Fu Hong Wang Qi Xie Qian Zhao Deyu Meng Zongben Xu SupR 168 26 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 26 13 0 29 Aug 2022
HST: Hierarchical Swin Transformer for Compressed Image Super-resolution Bing Li Xin Li Yiting Lu Sen Liu Ruoyu Feng Zhibo Chen 37 33 0 21 Aug 2022
Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning Shixing Yu Yi Ma Wenhan Yang Wei Xiang Jiaying Liu 3DH 37 0 0 27 Jul 2022
Criteria Comparative Learning for Real-scene Image Super-Resolution Yukai Shi Hao Li Senyang Zhang Zhi Yang Xiao Wang SupR 25 14 0 26 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 54 39 0 03 Jul 2022
Degradation-Guided Meta-Restoration Network for Blind Super-Resolution Fuzhi Yang Huan Yang Yanhong Zeng Jianlong Fu Hongtao Lu 37 9 0 03 Jul 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
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 33 19 0 06 Jun 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 30 22 0 10 May 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 49 45 0 28 Apr 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 21 49 0 22 Mar 2022
The Role of ImageNet Classes in Fréchet Inception Distance Tuomas Kynkaanniemi Tero Karras M. Aittala Timo Aila J. Lehtinen EGVM VLM 50 200 0 11 Mar 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tieniu Tan 33 51 0 09 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 29 21 0 02 Mar 2022
Deep Constrained Least Squares for Blind Image Super-Resolution Ziwei Luo Haibin Huang Lei Yu Youwei Li Haoqiang Fan Shuaicheng Liu SupR 35 88 0 15 Feb 2022
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 21 7 0 14 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
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 38 11 0 29 Sep 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
Temporal Kernel Consistency for Blind Video Super-Resolution Li Xiang Royson Lee Mohamed S. Abdelfattah Nicholas D. Lane Hongkai Wen SupR 29 0 0 18 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Christos Sakaridis Guolei Sun Peng Sun Luc Van Gool Radu Timofte SupR 31 76 0 11 Aug 2021