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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
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation Seungcheol Park Young-Su Moon N. Cho 106 33 0 24 Nov 2022
GAN Prior based Null-Space Learning for Consistent Super-Resolution Yinhuai Wang Yu Fei Hu Jiwen Yu Jian Zhang SupR 55 40 0 24 Nov 2022
SRTGAN: Triplet Loss based Generative Adversarial Network for Real-World Super-Resolution Dhruv V. Patel Abhinav Jain S. Bawkar Manav Khorasiya Kalpesh P. Prajapati K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch GAN 47 0 0 22 Nov 2022
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images Bing Xu Yong Guo Luo Jiang Mianjie Yu Jian Chen 101 14 0 19 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 51 1 0 19 Nov 2022
Semantic Encoder Guided Generative Adversarial Face Ultra-Resolution Network Xiang Wang Yimin Yang Q. Pang Xiao Lu Yu Liu Shan Du GAN SupR CVBM 32 0 0 18 Nov 2022
Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality Guy Ohayon Theo Adrai Michael Elad T. Michaeli AAML 107 14 0 16 Nov 2022
Super-resolution Reconstruction of Single Image for Latent features Xin Wang Jingkai Yan Jingyong Cai Jiankang Deng Qin Qin Yao Cheng DiffM 115 10 0 16 Nov 2022
CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming Qihua Zhou Ruibin Li Song Guo Peiran Dong Yi Liu Jingcai Guo Zhenda Xu VGen DiffM 95 24 0 15 Nov 2022
Content-Diverse Comparisons improve IQA William Thong José Costa Pereira Sarah Parisot A. Leonardis Jingyu Sun 45 4 0 09 Nov 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 88 0 0 09 Nov 2022
Lightweight network towards real-time image denoising on mobile devices Zhuoqun Liu Meiguang Jin Ying-Cong Chen Huaida Liu Canqian Yang H. Xiong 45 4 0 09 Nov 2022
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning Andrey D. Ignatov Anastasia Sycheva Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool MQ 87 17 0 08 Nov 2022
PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks Andrey D. Ignatov Grigory Malivenko Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool 3DH 58 17 0 08 Nov 2022
RRSR:Reciprocal Reference-based Image Super-Resolution with Progressive Feature Alignment and Selection Lin Zhang Xin Li Dongliang He Fu Li Yili Wang Zhao Zhang 88 13 0 08 Nov 2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal Tao Wang Kaihao Zhang Xuanxi Chen Wenhan Luo Jiankang Deng Tong Lu Xiaochun Cao Wei Liu Hongdong Li Stefanos Zafeiriou SupR 60 38 0 05 Nov 2022
Fine-tuned Generative Adversarial Network-based Model for Medical Image Super-Resolution Alireza Aghelan M. Rouhani MedIm OOD 66 3 0 01 Nov 2022
Self-Supervised Intensity-Event Stereo Matching Jinjin Gu Jinan Zhou Ringo S. W. Chu Yan Chen Jiawei Zhang Xuanye Cheng Song Zhang Jimmy S. J. Ren 68 6 0 01 Nov 2022
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Non-Premixed Combustion on Non-Uniform Meshes and Demonstration of an Accelerated Simulation Workflow Mathis Bode AI4CE 114 3 0 28 Oct 2022
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Finite-Rate-Chemistry Flows and Predicting Lean Premixed Gas Turbine Combustors Mathis Bode AI4CE 57 4 0 28 Oct 2022
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Premixed Combustion and Engine-like Flame Kernel Direct Numerical Simulation Data Mathis Bode M. Gauding Dominik Goeb Tobias Falkenstein H. Pitsch AI4CE 53 17 0 28 Oct 2022
IQUAFLOW: A new framework to measure image quality P. Gallés K. Takáts Miguel Hernández-Cabronero David Berga L. Pega ... A. Garriga A. Bukva J. Serra-Sagristà David Vilaseca J. Marín 51 2 0 24 Oct 2022
Efficient Hair Style Transfer with Generative Adversarial Networks Muhammed Pektas Baris Gecer Aybars Uğur 3DH 65 1 0 22 Oct 2022
How Real is Real: Evaluating the Robustness of Real-World Super Resolution Athiya Deviyani Efe Sinan Hoplamaz Alan Savio Paul SupR 45 0 0 22 Oct 2022
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report Marcos V. Conde Radu Timofte Yibin Huang Jingyang Peng Chang-Xia Chen ... Furkan Kiracc Lin Leyi S M Nadim Uddin Diponkar Ghosh Yong Ju Jung 87 15 0 20 Oct 2022
Real Image Super-Resolution using GAN through modeling of LR and HR process Rao Muhammad Umer C. Micheloni 72 1 0 19 Oct 2022
AIM 2022 Challenge on Instagram Filter Removal: Methods and Results Furkan Kinli Sami Mentecs Barics Ozcan Furkan Kiracc Radu Timofte ... Sungjun Kim Guisik Kim Seohyeon Lee S. Nathan Priya Kansal 91 10 0 17 Oct 2022
Learning Dual Memory Dictionaries for Blind Face Restoration Xiaoming Li Shiguang Zhang Shangchen Zhou Lei Zhang W. Zuo CVBM 64 37 0 15 Oct 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 64 8 0 14 Oct 2022
CUF: Continuous Upsampling Filters C. N. Vasconcelos Cengiz Öztireli Mark J. Matthews Milad Hashemi Kevin Swersky Andrea Tagliasacchi SupR 119 7 0 13 Oct 2022
Scene Text Image Super-Resolution via Content Perceptual Loss and Criss-Cross Transformer Blocks Rui Qin Bin Wang Yu-Wing Tai 52 9 0 13 Oct 2022
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-Resolution David Berga Pau Gallés K. Takáts Eva Mohedano Laura Riordan-Chen Clara Garcia-Moll David Vilaseca Javier Marín SupR 123 2 0 12 Oct 2022
SeKron: A Decomposition Method Supporting Many Factorization Structures Marawan Gamal Abdel Hameed A. Mosleh Marzieh S. Tahaei V. Nia 59 1 0 12 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 107 6 0 12 Oct 2022
Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images Jinjin Gu Haoming Cai Chenyu Dong Ruofan Zhang Yulun Zhang Wenming Yang Chun Yuan SupR 59 3 0 09 Oct 2022
Invertible Rescaling Network and Its Extensions Mingqing Xiao Shuxin Zheng Chang-Shu Liu Zhouchen Lin Tie-Yan Liu 71 28 0 09 Oct 2022
Flexible Alignment Super-Resolution Network for Multi-Contrast MRI Yiming Liu Mengxi Zhang Weiqin Zhang Bo Jiang Bo Hou Dan Liu Jie Chen Heqing Lian MedIm 65 1 0 07 Oct 2022
A Simple Plugin for Transforming Images to Arbitrary Scales Qinye Zhou Zi-Hua Li Weidi Xie Xiaoyun Zhang Ya Zhang Yanfeng Wang ViT 51 1 0 07 Oct 2022
Single Image Super-Resolution Based on Capsule Neural Networks George Correa de Araujo Hélio Pedrini SupR 104 0 0 06 Oct 2022
From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution Xiaoming Li Chaofeng Chen Xianhui Lin W. Zuo Lei Zhang OOD 136 18 0 03 Oct 2022
Basic Binary Convolution Unit for Binarized Image Restoration Network Bin Xia Yulun Zhang Yitong Wang Yapeng Tian Wenming Yang Radu Timofte Luc Van Gool MQ 80 23 0 02 Oct 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 57 0 0 28 Sep 2022
Reconstruction-guided attention improves the robustness and shape processing of neural networks Seoyoung Ahn Hossein Adeli G. Zelinsky DiffM AAML 65 1 0 27 Sep 2022
StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 88 18 0 27 Sep 2022
A Morphology Focused Diffusion Probabilistic Model for Synthesis of Histopathology Images Puria Azadi Moghadam Sanne Van Dalen K. C. Martin J. Lennerz Stephen S. F. Yip H. Farahani A. Bashashati DiffM MedIm 64 90 0 27 Sep 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 96 34 0 27 Sep 2022
Effective Invertible Arbitrary Image Rescaling Zhihong Pan Baopu Li Dongliang He Wenhao Wu Errui Ding SupR 94 5 0 26 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 145 144 0 22 Sep 2022
Gemino: Practical and Robust Neural Compression for Video Conferencing Vibhaalakshmi Sivaraman Pantea Karimi Vedantha Venkatapathy Mehrdad Khani Shirkoohi Sadjad Fouladi M. Alizadeh F. Durand Vivienne Sze 3DH 115 19 0 21 Sep 2022
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques Agapi Davradou Eftychios E. Protopapadakis Maria Kaselimi Anastasios Doulamis N. Doulamis 30 3 0 20 Sep 2022