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
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift Sanath Budakegowdanadoddi Nagaraju Brian B. Moser Tobias Christian Nauen Stanislav Frolov Federico Raue Andreas Dengel SupR 102 0 0 15 Nov 2024
OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models Mathis Koroglu Hugo Caselles-Dupré Guillaume Jeanneret Sanmiguel Matthieu Cord VGen DiffM 52 2 0 15 Nov 2024
LapGSR: Laplacian Reconstructive Network for Guided Thermal Super-Resolution Aditya Kasliwal Ishaan Gakhar Aryan Kamani Pratinav Seth Ujjwal Verma 86 1 0 12 Nov 2024
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 52 0 0 08 Nov 2024
HumanVLM: Foundation for Human-Scene Vision-Language Model Dawei Dai Xu Long Li Yutang Zhang YuanHui Shuyin Xia VLM MLLM 149 2 0 05 Nov 2024
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior Xingjian Tang Jingwei Guan Linge Li Ran Shi Youmei Zhang Mengye Lyu Li Yan MedIm DiffM 171 0 0 05 Nov 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 65 3 0 30 Oct 2024
Fingerprints of Super Resolution Networks Jeremy Vonderfecht Feng Liu 73 1 0 29 Oct 2024
MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation Jialin Luo Yuanzhi Wang Ziqi Gu Yide Qiu Shuaizhen Yao Fuyun Wang Chunyan Xu Wenhua Zhang Dan Wang Zhen Cui DiffM 52 2 0 26 Oct 2024
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution Yuanting Fan Chengxu Liu Nengzhong Yin Changlong Gao Xueming Qian 56 5 0 23 Oct 2024
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models Yang-Che Sun Cheng Yu Yeo Ernie Chu Jun-Cheng Chen Yu-Lun Liu SupR 120 0 0 23 Oct 2024
A Wavelet Diffusion GAN for Image Super-Resolution Lorenzo Aloisi Luigi Sigillo A. Uncini Danilo Comminiello DiffM 62 3 0 23 Oct 2024
Advancing Super-Resolution in Neural Radiance Fields via Variational Diffusion Strategies Shrey Vishen Jatin Sarabu Chinmay Bharathulwar Rithwick Lakshmanan Vishnu Srinivas Vishnu Srinivas 72 1 0 22 Oct 2024
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 79 0 0 16 Oct 2024
HASN: Hybrid Attention Separable Network for Efficient Image Super-resolution Weifeng Cao Xiaoyan Lei Jun Shi Wanyong Liang Jie Liu Zongfei Bai SupR 90 1 0 13 Oct 2024
I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow Ruoyi Du Dongyang Liu Le Zhuo Qin Qi Hongsheng Li Zhanyu Ma Peng Gao 84 2 0 10 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 81 0 0 07 Oct 2024
Enhancing Sentinel-2 Image Resolution: Evaluating Advanced Techniques based on Convolutional and Generative Neural Networks Patrick Kramer Alexander Steinhardt Barbara Pedretscher 64 0 0 01 Oct 2024
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration Guy Ohayon T. Michaeli Michael Elad 139 8 0 01 Oct 2024
Physics-aligned Schrödinger bridge Zeyu Li Hongkun Dou Shen Fang Wang Han Yue Deng Lijun Yang AI4CE DiffM 52 0 0 26 Sep 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 66 11 0 25 Sep 2024
Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction N. Kakati Etienne Dreyer Eilam Gross AI4CE 91 1 0 24 Sep 2024
Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring Francis Ogoke Sumesh Kalambettu Suresh Jesse Adamczyk D. Bolintineanu Anthony Garland Michael J. Heiden A. Farimani 68 0 0 20 Sep 2024
NSSR-DIL: Null-Shot Image Super-Resolution Using Deep Identity Learning Sree Rama Vamsidhar S Rama Krishna Gorthi 58 0 0 17 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 99 6 0 16 Sep 2024
AgileIR: Memory-Efficient Group Shifted Windows Attention for Agile Image Restoration Hongyi Cai Mohammad Mahdinur Rahman Mohammad Shahid Akhtar Jie Li Jingyu Wu Zhili Fang 61 1 0 10 Sep 2024
Use of triplet loss for facial restoration in low-resolution images Sebastian Pulgar Domingo Mery CVBM 96 0 0 05 Sep 2024
Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem Qiwen Zhu Yanjie Wang Shilv Cai Liqun Chen Jiahuan Zhou Luxin Yan Sheng Zhong Xu Zou 75 4 0 05 Sep 2024
EarthGen: Generating the World from Top-Down Views Ansh Sharma Albert Xiao Praneet Rathi Rohit Kundu Albert Zhai Yuan Shen Shenlong Wang 123 1 0 02 Sep 2024
Rethinking Image Super-Resolution from Training Data Perspectives Go Ohtani Ryu Tadokoro Ryosuke Yamada Yuki M. Asano Iro Laina Christian Rupprecht Nakamasa Inoue Rio Yokota Hirokatsu Kataoka Yoshimitsu Aoki SupR 49 3 0 01 Sep 2024
Generating Physical Dynamics under Priors Zihan Zhou Xiaoxue Wang Tianshu Yu DiffM AI4CE 148 1 0 01 Sep 2024
Attention-Guided Multi-scale Interaction Network for Face Super-Resolution Xujie Wan Wenjie Li Guangwei Gao Huimin Lu Jian Yang Chia-Wen Lin CVBM 134 0 0 01 Sep 2024
HiTSR: A Hierarchical Transformer for Reference-based Super-Resolution Masoomeh Aslahishahri Jordan R. Ubbens Ian Stavness 69 0 0 30 Aug 2024
GameIR: A Large-Scale Synthesized Ground-Truth Dataset for Image Restoration over Gaming Content Lebin Zhou Kun Han Nam Ling Wei Wang Wei Jiang 3DGS 89 0 0 29 Aug 2024
Downscaling Neural Network for Coastal Simulations Zhi-Song Liu Markus Buttner V. Aizinger Andreas Rupp SupR 87 0 0 29 Aug 2024
ChartEye: A Deep Learning Framework for Chart Information Extraction Osama Mustafa Muhammad Khizer Ali Momina Moetesum Imran Siddiqi GNN 61 2 0 28 Aug 2024
Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment Xuan Xu S. Kapse Prateek Prasanna MedIm 60 2 0 27 Aug 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 90 3 0 27 Aug 2024
Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach Valfride Nascimento Rayson Laroca Rafael O. Ribeiro William Robson Schwartz David Menotti 57 2 0 27 Aug 2024
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer Ming Sun Lihua Jing Zixuan Zhu Rui Wang AAML 60 1 0 22 Aug 2024
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning Haoning Wu Shaocheng Shen Qiang Hu Xiaoyun Zhang Ya Zhang Yanfeng Wang 114 11 0 20 Aug 2024
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Alik Pramanick Utsav Bheda Arijit Sur SupR ViT 87 0 0 19 Aug 2024
QMambaBSR: Burst Image Super-Resolution with Query State Space Model Xin Di Long Peng Peizhe Xia Wenbo Li Renjing Pei Yang Cao Yang Wang Zheng-Jun Zha 142 7 0 16 Aug 2024
DIffSteISR: Harnessing Diffusion Prior for Superior Real-world Stereo Image Super-Resolution Yuanbo Zhou Xinlin Zhang Wei Deng Tao Wang Tao Tan Qinquan Gao Tong Tong 97 1 0 14 Aug 2024
SSL: A Self-similarity Loss for Improving Generative Image Super-resolution Du Chen Zhengqiang Zhang Jie Liang Lei Zhang 90 4 0 11 Aug 2024
Riverbed litter monitoring using consumer-grade aerial-aquatic speedy scanner (AASS) and deep learning based super-resolution reconstruction and detection network Fan Zhao Yongying Liu Jiaqi Wang Yijia Chen Dianhan Xi Xinlei Shao Shigeru Tabeta Katsunori Mizuno 70 11 0 07 Aug 2024
A Prior Embedding-Driven Architecture for Long Distance Blind Iris Recognition Q. Xiong Xinman Zhang Jun Shen CVBM 60 0 0 01 Aug 2024
A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging Peichao Li O. MacCormac J. Shapey Tom Vercauteren 57 0 0 27 Jul 2024
Difflare: Removing Image Lens Flare with Latent Diffusion Model Tianwen Zhou Qihao Duan Zitong Yu 55 1 0 20 Jul 2024
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model Seonghui Min Hyunwoo Oh Won-Ki Jeong DiffM MedIm 97 5 0 19 Jul 2024