Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks

3 September 2018

Papers citing "Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks"

50 / 177 papers shown

Title
Trainable Loss Weights in Super-Resolution Arash Chaichi Mellatshahi S. Kasaei SupR 284 0 0 25 Jan 2023
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 142 1 0 30 Nov 2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image SynthesisNeural Information Processing Systems (NeurIPS), 2022 Shichong Peng Alireza Moazeni Ke Li DiffM 224 2 0 25 Nov 2022
Real-Time Under-Display Cameras Image Restoration and HDR on Mobile Devices Marcos V. Conde Florin-Alexandru Vasluianu S. Nathan Radu Timofte 139 13 0 25 Nov 2022
Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image TranslationAAAI Conference on Artificial Intelligence (AAAI), 2022 Xiuding Cai Yaoyao Zhu Dong Miao Linjie Fu Yu Yao 3DV VLM 370 13 0 20 Nov 2022
Real-World Image Super Resolution via Unsupervised Bi-directional Cycle Domain Transfer Learning based Generative Adversarial Network Xiang Wang Yimin Yang Zhichang Guo Zhili Zhou Yu Liu Qixiang Pang Shan Du SupR 120 1 0 19 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution NetworksItalian National Conference on Sensors (INS), 2022 Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 165 0 0 09 Nov 2022
Real Image Super-Resolution using GAN through modeling of LR and HR processAdvanced Video and Signal Based Surveillance (AVSS), 2022 Rao Muhammad Umer C. Micheloni 166 1 0 19 Oct 2022
From Face to Natural Image: Learning Real Degradation for Blind Image Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2022 Xiaoming Li Chaofeng Chen Xianhui Lin W. Zuo Lei Zhang OOD 291 20 0 03 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent AdvancesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 289 40 0 27 Sep 2022
Criteria Comparative Learning for Real-scene Image Super-Resolution Yukai Shi Hao Li Senyang Zhang Zhi Yang Xiao Wang SupR 215 18 0 26 Jul 2022
Learning Generalizable Latent Representations for Novel Degradations in Super ResolutionACM Multimedia (ACM MM), 2022 Fengju Li Xin Feng Fanglin Chen Guangming Lu Wenjie Pei 123 5 0 25 Jul 2022
Towards Lightweight Super-Resolution with Dual Regression LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yong Guo Zhuliang Yu Zeshuai Deng Jingdong Wang Qi Chen Jingyun Liang Yanwu Xu Jian Chen SupR 276 13 0 16 Jul 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Minguk Kang Joonghyuk Shin Jaesik Park EGVM 328 88 0 19 Jun 2022
Real-World Single Image Super-Resolution Under Rainy Condition M. S. Uddin SupR 207 1 0 16 Jun 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation VideosNeural Information Processing Systems (NeurIPS), 2022 Yanze Wu Xintao Wang Gengyan Li Ying Shan SupR 264 33 0 14 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-LearningIEEE transactions on multimedia (IEEE TMM), 2022 Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 127 22 0 06 Jun 2022
Evaluating the Generalization Ability of Super-Resolution NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 138 28 0 14 May 2022
MM-RealSR: Metric Learning based Interactive Modulation for Real-World Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2022 Chong Mou Yanze Wu Xintao Wang Chao Dong Jian Zhang Ying Shan SupR 143 54 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 231 33 0 10 May 2022
Semi-Cycled Generative Adversarial Networks for Real-World Face Super-ResolutionIEEE Transactions on Image Processing (IEEE TIP), 2022 Hao Hou Jun Xu Yingkun Hou Xiaotao Hu B. Wei Hongtu Zhu SupR CVBM GAN 268 37 0 08 May 2022
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2022 Xiaoqian Xu Pengxu Wei Weikai Chen Mingzhi Mao Guanbin Li Guanbin Li 135 21 0 07 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 202 63 0 28 Apr 2022
Learn from Unpaired Data for Image Restoration: A Variational Bayes ApproachIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Dihan Zheng Xiaowen Zhang Kaisheng Ma Chenglong Bao DiffM 259 31 0 21 Apr 2022
Semi-Supervised Super-Resolution Ashutosh Kumar Singh Piyush Rai SupR 121 2 0 18 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial TrainingNeural Information Processing Systems (NeurIPS), 2022 Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 184 78 0 06 Apr 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2022 Jie Liang Huiyu Zeng Lei Zhang SupR 351 122 0 27 Mar 2022
Fully Convolutional Fractional ScalingInternational Conference on Signal-Image Technology and Internet-Based Systems (SITIS), 2022 Michael Soloveitchik M. Werman 198 0 0 20 Mar 2022
Optical Flow for Video Super-Resolution: A SurveyArtificial Intelligence Review (Artif Intell Rev), 2022 Zhigang Tu Hongyan Li Wei Xie Yuanzhong Liu Shifu Zhang Baoxin Li Junsong Yuan SupR 151 18 0 20 Mar 2022
Unfolded Deep Kernel Estimation for Blind Image Super-resolutionEuropean Conference on Computer Vision (ECCV), 2022 Hong Zheng Hongwei Yong Lei Zhang SupR 100 15 0 10 Mar 2022
An Optimal Transport Perspective on Unpaired Image Super-ResolutionJournal of Optimization Theory and Applications (JOTA), 2022 Milena Gazdieva Litu Rout Alexander Korotin A. Kravchenko Alexander N. Filippov Evgeny Burnaev Evgeny Burnaev OT 293 14 0 02 Feb 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 269 7 0 26 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical BenchmarkIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 302 72 0 03 Jan 2022
SelFSR: Self-Conditioned Face Super-Resolution in the Wild via Flow Field Degradation Network Xianfang Zeng Jiangning Zhang Lu Liu Guangzhong Tian Yong Liu SupR CVBM 156 1 0 20 Dec 2021
A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution Yufu Niu S. Jackson Naif Alqahtani P. Mostaghimi R. Armstrong OOD 161 4 0 16 Dec 2021
Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior Feng Zhang Yuanjie Shao Yi-xuan Sun Kai Zhu Changxin Gao Nong Sang 114 47 0 03 Dec 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective Xin Li Xin Jin Jun Fu Xiaoyuan Yu Bei Tong Zhibo Chen SupR 156 2 0 25 Nov 2021
Investigating Tradeoffs in Real-World Video Super-Resolution Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy SupR 203 126 0 24 Nov 2021
Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling S. Jackson Yufu Niu Sojwal Manoorkar P. Mostaghimi R. Armstrong AI4CE 287 12 0 01 Nov 2021
RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network Rao Muhammad Umer C. Micheloni SupR 200 3 0 25 Oct 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 381 56 0 29 Sep 2021
Unaligned Image-to-Image Translation by Learning to ReweightIEEE International Conference on Computer Vision (ICCV), 2021 Shaoan Xie Biwei Huang Yanwu Xu Kun Zhang EgoV 172 25 0 24 Sep 2021
Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics Kwangjin Yoon GAN 86 3 0 19 Sep 2021
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation S. Kato Kazuhiro Hotta 85 2 0 30 Aug 2021
Generalized Real-World Super-Resolution through Adversarial Robustness Angela Castillo María Escobar Juan C. Pérez Andrés Romero Radu Timofte Luc Van Gool Pablo Arbelaez 130 16 0 25 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2021 Christos Sakaridis Guolei Sun Lucas Beerens Luc Van Gool Radu Timofte SupR 224 91 0 11 Aug 2021
Data Acquisition and Preparation for Dual-reference Deep Learning of Image Super-ResolutionIEEE Transactions on Image Processing (TIP), 2021 Yanhui Guo Xiaolin Wu X. Shu SupR 238 13 0 05 Aug 2021
Discovering Distinctive "Semantics" in Super-Resolution Networks Yihao Liu Anran Liu Jinjin Gu Zhipeng Zhang Wenhao Wu Yu Qiao Chao Dong SupR 158 22 0 01 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 399 1,566 0 22 Jul 2021
Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution S. Jia Zhihao Wang Qingquan Li Wenxuan Wang Meng Xu GAN 169 72 0 14 Jul 2021