v1v2 (latest)

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

1 September 2018

Jinjin Gu

Yu Qiao

ArXiv (abs)PDF HTML Github (6364★)

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

50 / 1,261 papers shown

Title
Semi-Supervised Super-Resolution Ashutosh Kumar Singh Piyush Rai SupR 52 2 0 18 Apr 2022
Any-resolution Training for High-resolution Image Synthesis Lucy Chai Michael Gharbi Eli Shechtman Phillip Isola Richard Y. Zhang 84 71 0 14 Apr 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 96 38 0 13 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 73 37 0 10 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 84 67 0 06 Apr 2022
Single Image Internal Distribution Measurement Using Non-Local Variational Autoencoder Yeahia Sarker A. Imran M. H. Ahamed R. Chakrabortty Mike J. Ryan Sajal Das SupR 77 0 0 02 Apr 2022
Bayesian Image Super-Resolution with Deep Modeling of Image Statistics Yuxin Li Xiahai Zhuang 38 17 0 31 Mar 2022
Bringing Old Films Back to Life Bo Liu Bo Zhang Dongdong Chen Jing Liao ViT VGen 69 43 0 31 Mar 2022
Cross-Modality High-Frequency Transformer for MR Image Super-Resolution Chaowei Fang Di Zhang Liang Wang Yulun Zhang Lechao Cheng Junwei Han ViT MedIm 96 49 0 29 Mar 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 88 53 0 29 Mar 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 96 96 0 27 Mar 2022
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization Guilherme C. Oliveira Gustavo de Rosa Daniel Carlos Guimarães Pedronette João Paulo Papa Himeesh Kumar L. A. Passos Dinesh Kumar OOD MedIm 148 9 0 25 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 61 1 0 21 Mar 2022
Adaptive and Cascaded Compressive Sensing Chenxi Qiu Tao Yue Xue-mei Hu 57 4 0 21 Mar 2022
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation Zhaotao Wu Jia Wei Jiabing Wang Rui Li 48 4 0 21 Mar 2022
Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild A. S. Tripathi Martin Danelljan Samarth Shukla Radu Timofte Luc Van Gool 94 9 0 20 Mar 2022
CRISPnet: Color Rendition ISP Net Matheus Souza Wolfgang Heidrich 48 2 0 20 Mar 2022
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution Qing Cai Yiming Qian Jinxing Li Junjie Lv Yee-Hong Yang Feng Wu Dafan Zhang 78 32 0 19 Mar 2022
Image Super-Resolution With Deep Variational Autoencoders Darius Chira Ilian Haralampiev Ole Winther Andrea Dittadi Valentin Liévin DRL 83 33 0 17 Mar 2022
Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang GAN OffRL 86 139 0 17 Mar 2022
Towards True Detail Restoration for Super-Resolution: A Benchmark and a Quality Metric E. Lyapustin Anastasia Kirillova Viacheslav Meshchaninov Evgeney Zimin Nikolai Karetin D. Vatolin SupR 79 5 0 16 Mar 2022
Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration Yinhuai Wang Yu Fei Hu Jian Zhang CVBM 78 22 0 16 Mar 2022
Learning Spatio-Temporal Downsampling for Effective Video Upscaling Xiaoyu Xiang Yapeng Tian Vijay Rengarajan Lucas D. Young Bo Zhu Rakesh Ranjan 66 2 0 15 Mar 2022
Enriched CNN-Transformer Feature Aggregation Networks for Super-Resolution Jinsu Yoo Taehoon Kim Sihaeng Lee Seunghyeon Kim Hankook Lee Tae Hyun Kim SupR ViT 74 54 0 15 Mar 2022
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors Jingwen He Wu Shi Kai Chen Lean Fu Chao Dong CVBM 54 66 0 14 Mar 2022
Efficient Long-Range Attention Network for Image Super-resolution Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 89 304 0 13 Mar 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tieniu Tan 137 53 0 09 Mar 2022
PyNET-QxQ: An Efficient PyNET Variant for QxQ Bayer Pattern Demosaicing in CMOS Image Sensors Minhyeok Cho Haechang Lee Hyunwoo Je Kijeong Kim Dongil Ryu Albert No 62 3 0 08 Mar 2022
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer Shengshan Hu Xiaogeng Liu Yechao Zhang Minghui Li L. Zhang Hai Jin Libing Wu AAML PICV 98 94 0 07 Mar 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 66 1 0 28 Feb 2022
Super-resolution GANs of randomly-seeded fields A. Güemes C. S. Vila S. Discetti 29 10 0 23 Feb 2022
Rotationally Equivariant Super-Resolution of Velocity Fields in Two-Dimensional Fluids Using Convolutional Neural Networks Y. Yasuda R. Onishi 85 6 0 22 Feb 2022
Disentangling Light Fields for Super-Resolution and Disparity Estimation Yingqian Wang Longguang Wang Gaochang Wu Jungang Yang Wei An Jingyi Yu Yulan Guo 113 198 0 22 Feb 2022
Single Image Super-Resolution Methods: A Survey Bahattin Can Maral SupR 70 13 0 17 Feb 2022
Deep Constrained Least Squares for Blind Image Super-Resolution Ziwei Luo Haibin Huang Lei Yu Youwei Li Haoqiang Fan Shuaicheng Liu SupR 90 95 0 15 Feb 2022
HALS: A Height-Aware Lidar Super-Resolution Framework for Autonomous Driving George Eskandar Sanjeev Sudarsan Karim Guirguis Janaranjani Palaniswamy Bharath Somashekar Bin Yang 84 7 0 08 Feb 2022
LEDNet: Joint Low-light Enhancement and Deblurring in the Dark Shangchen Zhou Chongyi Li Chen Change Loy 3DV 98 119 0 07 Feb 2022
ROMNet: Renovate the Old Memories Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma Yu Hongkai 63 1 0 05 Feb 2022
AtmoDist: Self-supervised Representation Learning for Atmospheric Dynamics Sebastian Hoffmann C. Lessig AI4Cl 75 10 0 02 Feb 2022
Gradient Variance Loss for Structure-Enhanced Image Super-Resolution L. Abrahamyan A. Truong Wilfried Philips Nikos Deligiannis SupR 105 23 0 02 Feb 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 126 6 0 26 Jan 2022
GIU-GANs: Global Information Utilization for Generative Adversarial Networks Yongqi Tian Xueyuan Gong Jialin Tang Fuchun Sun Xiaoxiang Liu Xinyuan Zhang 42 4 0 25 Jan 2022
Perceptual cGAN for MRI Super-resolution Sahar Almahfouz Nasser Saqib Nizam Shamsi Valay Bundele Bhavesh Garg A. Sethi GAN MedIm 146 10 0 23 Jan 2022
Robust Unpaired Single Image Super-Resolution of Faces Saurabh Goswami A. N. Rajagopalan AAML CVBM 39 0 0 22 Jan 2022
A Review of Deep Learning Based Image Super-resolution Techniques Fang Zhu SupR 16 1 0 22 Jan 2022
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution Fabian Altekrüger J. Hertrich 51 15 0 20 Jan 2022
Dual Perceptual Loss for Single Image Super-Resolution Using ESRGAN Mingli Song Huawei Yi Wenqiang Xu Xiaohui Li Yue Liu Yuanyuan Liu SupR 69 6 0 17 Jan 2022
CISRNet: Compressed Image Super-Resolution Network Agus Gunawan Sultan Rizky Hikmawan Madjid SupR 161 1 0 16 Jan 2022
Flexible Style Image Super-Resolution using Conditional Objective Seungcheol Park Young-Su Moon N. Cho SupR 72 17 0 13 Jan 2022
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution Jiangning Zhang Chao Xu Jian Li Yue Han Yabiao Wang Ying Tai Yong Liu DiffM 81 17 0 12 Jan 2022