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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
A comparative study of various Deep Learning techniques for spatio-temporal Super-Resolution reconstruction of Forced Isotropic Turbulent flows T. Venkatesh R. Srivastava Pratyush Bhatt Prince Tyagi R. Singh 22 3 0 07 Jul 2021
A Deep Residual Star Generative Adversarial Network for multi-domain Image Super-Resolution Rao Muhammad Umer A. Munir C. Micheloni 57 4 0 07 Jul 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 98 167 0 07 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 83 43 0 06 Jul 2021
From General to Specific: Online Updating for Blind Super-Resolution Shang Li Guixuan Zhang Zhengxiong Luo Jie Liu Zhi Zeng Shuwu Zhang 70 10 0 06 Jul 2021
Can Super Resolution be used to improve Human Pose Estimation in Low Resolution Scenarios? Peter Hardy S. Dasmahapatra Hansung Kim SupR 3DH 63 1 0 05 Jul 2021
Video Super-Resolution with Long-Term Self-Exemplars Guotao Meng Yue Wu Sijin Li Qifeng Chen SupR 26 0 0 24 Jun 2021
ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing Guanxiong Nie Yajian Zhou 49 0 0 24 Jun 2021
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests Sara Björk S. N. Anfinsen E. Næsset T. Gobakken Eliakimu Zahabu 58 7 0 21 Jun 2021
Manifold Matching via Deep Metric Learning for Generative Modeling Mengyu Dai Haibin Hang GAN 41 10 0 20 Jun 2021
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation Vidit Goel Jiachen Li Shubhika Garg Harsh Maheshwari Humphrey Shi 88 8 0 19 Jun 2021
One-to-many Approach for Improving Super-Resolution Sieun Park Eunho Lee SupR 44 1 0 19 Jun 2021
Fingerprinting Image-to-Image Generative Adversarial Networks Guanlin Li Guowen Xu Han Qiu Shangwei Guo Run Wang Jiwei Li Tianwei Zhang Rongxing Lu WIGM 65 0 0 19 Jun 2021
Debiased Subjective Assessment of Real-World Image Enhancement Peibei Cao Zhangyang Wang Kede Ma 59 10 0 18 Jun 2021
Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis Shichong Peng Alireza Moazeni Ke Li GAN 66 0 0 16 Jun 2021
Perceptually-inspired super-resolution of compressed videos Di Ma Mariana Afonso Fan Zhang David R. Bull GAN SupR 59 19 0 15 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 101 73 0 15 Jun 2021
Variational AutoEncoder for Reference based Image Super-Resolution Zhi-Song Liu W. Siu Li-Wen Wang SupR 66 42 0 08 Jun 2021
Generative Flows with Invertible Attentions R. Sukthanker Zhiwu Huang Suryansh Kumar Radu Timofte Luc Van Gool 52 14 0 07 Jun 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 131 48 0 07 Jun 2021
A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning Jie Gui Xiaofeng Cong Yuan Cao Wenqi Ren Jun Zhang Jing Zhang Jie Cao Dacheng Tao 130 58 0 07 Jun 2021
Noise Conditional Flow Model for Learning the Super-Resolution Space Younggeun Kim Donghee Son SupR 81 25 0 06 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 86 38 0 05 Jun 2021
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks Kuan Zhang Haoji Hu Kenneth A. Philbrick G. Conte Joseph D. Sobek Pouria Rouzrokh Bradley J. Erickson GAN MedIm 54 80 0 04 Jun 2021
CAFLOW: Conditional Autoregressive Flows Georgios Batzolis M. Carioni Christian Etmann S. Afyouni Zoe Kourtzi Carola Bibiane Schönlieb 64 2 0 04 Jun 2021
MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution Liying Lu Wenbo Li Xin Tao Jiangbo Lu Jiaya Jia SupR 94 142 0 04 Jun 2021
Robust Reference-based Super-Resolution via C2-Matching Yuming Jiang Kelvin C. K. Chan Xintao Wang Chen Change Loy Ziwei Liu 85 96 0 03 Jun 2021
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease O. N. Oyelade Ezugwu E. Absalom 40 22 0 02 Jun 2021
Fourier Space Losses for Efficient Perceptual Image Super-Resolution Dario Fuoli Luc Van Gool Radu Timofte 99 123 0 01 Jun 2021
Boosting the Performance of Video Compression Artifact Reduction with Reference Frame Proposals and Frequency Domain Information Yi Xu Minyi Zhao Jing Liu Xinjian Zhang Longwen Gao Shuigeng Zhou Huyang Sun 53 20 0 31 May 2021
SNIPS: Solving Noisy Inverse Problems Stochastically Bahjat Kawar Gregory Vaksman Michael Elad 112 201 0 31 May 2021
Deep Hierarchical Super Resolution for Scientific Data Skylar W. Wurster Hanqi Guo Han-Wei Shen T. Peterka Jiayi Xu 84 13 0 30 May 2021
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding Wenjia Niu Kaihao Zhang Wenhan Luo Yiran Zhong SupR 72 19 0 27 May 2021
Estimates of maize plant density from UAV RGB images using Faster-RCNN detection model: impact of the spatial resolution K. Velumani R. López‐Lozano S. Madec Wei Guo Jocelyn Gillet Alexis Comar F. Baret 83 54 0 25 May 2021
Towards Compact Single Image Super-Resolution via Contrastive Self-distillation Yanbo Wang Shaohui Lin Yanyun Qu Haiyan Wu Zhizhong Zhang Yuan Xie Angela Yao SupR 105 54 0 25 May 2021
MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution Jin Zhu Chuan Tan Junwei Yang Guang Yang Pietro Lio OOD MedIm 35 2 0 22 May 2021
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond Wenbo Li Kun Zhou Lu Qi Nianjuan Jiang Jiangbo Lu Jiaya Jia 70 175 0 21 May 2021
Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices Mustafa Ayazoglu 56 59 0 21 May 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Cheng-Ming Chiang Hsien-Kai Kuo Anastasia Sycheva Radu Timofte ... K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch Etienne de Stoutz 86 48 0 17 May 2021
Vision Transformers are Robust Learners Sayak Paul Pin-Yu Chen ViT 86 312 0 17 May 2021
Capsule GAN for Prostate MRI Super-Resolution Mahdiyar Molahasani Younhee Choi S. Deivalakshmi Seokbum Ko MedIm 44 19 0 16 May 2021
Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer Arthita Ghosh Max Ehrlich L. Davis Rama Chellappa 35 1 0 16 May 2021
A Frequency Domain Constraint for Synthetic and Real X-ray Image Super Resolution Qing Ma Jae Chul Koh WonSook Lee OOD 37 3 0 14 May 2021
End-to-end Alternating Optimization for Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liang Wang Tieniu Tan SupR 120 35 0 14 May 2021
Exploiting Aliasing for Manga Restoration M. Xie Menghan Xia T. Wong 57 11 0 14 May 2021
Joint Face Image Restoration and Frontalization for Recognition X. Tu Jian-jun Zhao Qiankun Liu W. Ai G. Guo Zhifeng Li Wei Liu Jiashi Feng CVBM 102 55 0 12 May 2021
Vision-based Neural Scene Representations for Spacecraft Anne Mergy Gurvan Lécuyer Dawa Derksen Dario Izzo 74 14 0 11 May 2021
Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution Han Huang Li Shen Chaoyang He W. Dong Wei Liu 62 18 0 09 May 2021
Toward Interactive Modulation for Photo-Realistic Image Restoration Haoming Cai Jingwen He Qiao Yu Chao Dong GAN 63 18 0 07 May 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Yu Qiao ... Sewoong Ahn Gwangjin Yoon Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa SupR 99 38 0 07 May 2021