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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

1 September 2018

Jinjin Gu

Yu Qiao

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Papers citing "ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks"

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Title
Unsupervised High-Resolution Portrait Gaze Correction and Animation Jichao Zhang Jingjing Chen Hao Tang E. Sangineto Peng Wu Yan Yan N. Sebe Wei Wang 3DH CVBM 85 5 0 01 Jul 2022
Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration Yanjiang Yu Puyang Zhang Kaihao Zhang Wenhan Luo Changsheng Li Ye Yuan Guoren Wang CVBM 73 5 0 28 Jun 2022
NTIRE 2022 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Radu Timofte SupR 108 70 0 23 Jun 2022
Optimally Controllable Perceptual Lossy Compression Zeyu Yan Fei Wen Peilin Liu 54 16 0 21 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 66 70 0 19 Jun 2022
High Resolution Point Clouds from mmWave Radar Akarsh Prabhakara Tao Jin Arnav M. Das Gantavya Bhatt Lilly Kumari E. Soltanaghaei J. Bilmes Swarun Kumar Anthony G. Rowe 91 56 0 18 Jun 2022
Structured Sparsity Learning for Efficient Video Super-Resolution Bin Xia Jingwen He Yulun Zhang Yitong Wang Yapeng Tian Wenming Yang Luc Van Gool 55 21 0 15 Jun 2022
GRAM-HD: 3D-Consistent Image Generation at High Resolution with Generative Radiance Manifolds Jianfeng Xiang Jiaolong Yang Yu Deng Xin Tong 87 84 0 15 Jun 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos Yanze Wu Xintao Wang Gengyan Li Ying Shan SupR 93 23 0 14 Jun 2022
Reconstructing vehicles from orthographic drawings using deep neural networks Robin Klippert 21 0 0 14 Jun 2022
Blind Face Restoration: Benchmark Datasets and a Baseline Model Puyang Zhang Kaihao Zhang Wenhan Luo Changsheng Li Guoren Wang CVBM 74 17 0 08 Jun 2022
Robust Deep Ensemble Method for Real-world Image Denoising Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 87 12 0 08 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 81 20 0 06 Jun 2022
Real-Time Super-Resolution for Real-World Images on Mobile Devices Jie Cai Zibo Meng Jiaming Ding C. Ho SupR 72 5 0 03 Jun 2022
Super-resolving 2D stress tensor field conserving equilibrium constraints using physics informed U-Net Kazuo Yonekura Kento Maruoka Kyoku Tyou Katsuyuki Suzuki 21 1 0 02 Jun 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution Long Sun Jin-shan Pan Jinhui Tang SupR 59 97 0 30 May 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Runpei Dong Kaisheng Ma VLM 85 12 0 25 May 2022
Combining Contrastive and Supervised Learning for Video Super-Resolution Detection Viacheslav Meshchaninov Ivan Molodetskikh D. Vatolin 56 0 0 20 May 2022
Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 71 4 0 20 May 2022
An Interpretable MRI Reconstruction Network with Two-grid-cycle Correction and Geometric Prior Distillation Xiaohong Fan Yin Yang Ke-long Chen Jianping Zhang Ke Dong MedIm 69 14 0 14 May 2022
Evaluating the Generalization Ability of Super-Resolution Networks Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 71 26 0 14 May 2022
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li Peng Sun Radu Timofte Luc Van Gool Fang Kong ... Deng-Guang Zhou Kun Zeng Han-Yuan Lin Xinyu Chen Jin-Tao Fang SupR 83 78 0 11 May 2022
RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization Xintao Wang Chao Dong Ying Shan 112 48 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 90 43 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 83 24 0 10 May 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 174 647 0 09 May 2022
Exploiting Digital Surface Models for Inferring Super-Resolution for Remotely Sensed Images S. Karatsiolis C. Padubidri A. Kamilaris 71 5 0 09 May 2022
SPQE: Structure-and-Perception-Based Quality Evaluation for Image Super-Resolution Keke Zhang Tiesong Zhao Weiling Chen Yuzhen Niu Jin-Fan Hu SupR 50 3 0 07 May 2022
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution Xiaoqian Xu Pengxu Wei Weikai Chen Mingzhi Mao Liang Lin Guanbin Li 60 18 0 07 May 2022
VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution Liangbin Xie Honglun Zhang Chao Dong Ying Shan CVBM 86 87 0 06 May 2022
Pik-Fix: Restoring and Colorizing Old Photos Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 99 13 0 04 May 2022
Lightweight Image Enhancement Network for Mobile Devices Using Self-Feature Extraction and Dense Modulation Sang Y. Baek Yongsup Park Youngo Park Jungmin Lee Kwang-sun Choi SupR 54 0 0 02 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 88 45 0 28 Apr 2022
Conformer and Blind Noisy Students for Improved Image Quality Assessment Marcos V. Conde Maxime Burchi Radu Timofte DiffM 91 14 0 27 Apr 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration Junghun Oh Heewon Kim Seungjun Nah Chee Hong Jonghyun Choi Kyoung Mu Lee 134 20 0 26 Apr 2022
Multi-scale reconstruction of undersampled spectral-spatial OCT data for coronary imaging using deep learning Xueshen Li Shengting Cao Hongshan Liu X. Yao B. Brott S. Litovsky Xiaoyu Song Yuye Ling Yu Gan 40 12 0 25 Apr 2022
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix Shengjie Liu Chuang Zhu Fengjuan Xu X. Jia Z. Shi M. Jin 116 81 0 25 Apr 2022
Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network Shan Lao Yuan Gong Shu Shi Sidi Yang Tianhe Wu Jiahao Wang Weihao Xia Yujiu Yang 72 76 0 22 Apr 2022
Deep Model-Based Super-Resolution with Non-uniform Blur Charles Laroche Andrés Almansa Matias Tassano SupR 53 12 0 21 Apr 2022
Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach Dihan Zheng Xiaowen Zhang Kaisheng Ma Chenglong Bao DiffM 75 23 0 21 Apr 2022
ChildPredictor: A Child Face Prediction Framework with Disentangled Learning Yuzhi Zhao L. Po Xuehui Wang Qiong Yan Wei Shen ... C. Wong Chiu-Sing Pang Weifeng Ou Weikang Yu Buhua Liu CVBM 120 8 0 21 Apr 2022
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow Ki-Ung Song D. Shim Kang-Wook Kim Jae-young Lee Young-Gon Kim SupR 55 9 0 20 Apr 2022
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Yingqian Wang Juncheng Li Shuhang Gu Radu Timofte SupR 52 34 0 20 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 99 417 0 19 Apr 2022
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 127 343 0 19 Apr 2022
Invertible Mask Network for Face Privacy-Preserving Yang Yang Yiyang Huang Mingming Shi Kejiang Chen Weiming Zhang Neng H. Yu CVBM PICV 42 1 0 19 Apr 2022
CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution Guangwei Gao Zixiang Xu Juncheng Li Jian Yang T. Zeng Guo-Jun Qi CVBM ViT SupR 105 92 0 19 Apr 2022
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution Zongcai Du Ding Liu Jie Liu Jie Tang Gangshan Wu Lean Fu SupR 88 55 0 18 Apr 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment Ziwei Luo Youwei Li Shuyang Cheng Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Jian Sun Shuaicheng Liu ViT 91 46 0 18 Apr 2022
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning Chang-Hwan Son Da-Hee Jeong CVBM 69 4 0 18 Apr 2022