Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data

22 July 2021

Ying Shan

Papers citing "Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data"

50 / 123 papers shown

Title
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 19 11 0 18 Dec 2023
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 27 8 0 13 Dec 2023
Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior Kai Pan Linyang Li Li Lin Pujin Cheng Junyan Lyu Lei Xi Xiaoying Tang 16 0 0 12 Dec 2023
Iterative Token Evaluation and Refinement for Real-World Super-Resolution Chaofeng Chen Shangchen Zhou Liang Liao Haoning Wu Wenxiu Sun Qiong Yan Weisi Lin 13 6 0 09 Dec 2023
Kandinsky 3.0 Technical Report V.Ya. Arkhipkin Andrei Filatov Viacheslav Vasilev Anastasia Maltseva Said Azizov Igor Pavlov Julia Agafonova Andrey Kuznetsov Denis Dimitrov DiffM 25 10 0 06 Dec 2023
Training Neural Networks on RAW and HDR Images for Restoration Tasks Lei Luo Alexandre Chapiro Xiaoyu Xiang Yuchen Fan Rakesh Ranjan Rafal Mantiuk Rafał K. Mantiuk 16 0 0 06 Dec 2023
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing Piper Wolters F. Bastani Aniruddha Kembhavi 22 2 0 29 Nov 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 26 19 0 24 Nov 2023
Scene Text Image Super-resolution based on Text-conditional Diffusion Models Chihiro Noguchi Shun Fukuda Masao Yamanaka DiffM 25 10 0 16 Nov 2023
OW-SLR: Overlapping Windows on Semi-Local Region for Image Super-Resolution Rishav Bhardwaj J. Balaji Vasudevan Lakshminarayanan SupR 16 0 0 09 Nov 2023
DreamSpace: Dreaming Your Room Space with Text-Driven Panoramic Texture Propagation Bangbang Yang Wenqi Dong Lin Ma Wenbo Hu Xiao Liu Zhaopeng Cui Yuewen Ma DiffM 27 16 0 19 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 22 18 0 16 Oct 2023
A Benchmarking Protocol for SAR Colorization: From Regression to Deep Learning Approaches Kangqing Shen G. Vivone Xiaoyuan Yang Simone Lolli Michael Schmitt 30 7 0 12 Oct 2023
An Ensemble Model for Distorted Images in Real Scenarios Boyu Ji Jianchang Huang Wenzhuo Huang Shuke He 24 0 0 26 Sep 2023
Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation Xiangyu Chen Zheyuan Li Zhengwen Zhang Jimmy S. J. Ren Yihao Liu Jingwen He Yu Qiao Jiantao Zhou Chao Dong 16 1 0 08 Sep 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 34 136 0 28 Aug 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 25 14 0 17 Aug 2023
CoDeF: Content Deformation Fields for Temporally Consistent Video Processing Ouyang Hao Qiuyu Wang Yuxi Xiao Qingyan Bai Juntao Zhang Kecheng Zheng Xiaowei Zhou Qifeng Chen Yujun Shen DiffM VGen 41 81 0 15 Aug 2023
TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution Baolin Liu Zongyuan Yang Pengfei Wang Junjie Zhou Ziqi Liu Ziyi Song Yan Liu Yongping Xiong 26 7 0 13 Aug 2023
StarSRGAN: Improving Real-World Blind Super-Resolution K. Vo Len T. Bui 24 4 0 30 Jul 2023
Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis Zhiyu Jin Xuli Shen Bin Li Xiangyang Xue 18 36 0 14 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 12 22 0 31 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 22 19 0 26 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 22 8 0 22 May 2023
Screentone-Aware Manga Super-Resolution Using DeepLearning Chih-Yuan Yao Husan-Ting Chou Yu-Sheng Lin Kuo-Wei Chen 6 0 0 15 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 32 279 0 11 May 2023
OPDN: Omnidirectional Position-aware Deformable Network for Omnidirectional Image Super-Resolution Xiaopeng Sun Weiqi Li Zhenyu Zhang Qiufang Ma Xuhan Sheng ... Haoyu Ma Shijie Zhao Jian Zhang Junlin Li Li Zhang MDE SupR 19 12 0 26 Apr 2023
CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input Senmao Tian Ming Lu Jiaming Liu Yandong Guo Yurong Chen Shunli Zhang SupR MQ 18 11 0 13 Apr 2023
Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Xingsen Wen 10 20 0 13 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 22 176 0 03 Apr 2023
Consistent View Synthesis with Pose-Guided Diffusion Models Hung-Yu Tseng Qinbo Li Changil Kim Suhib Alsisan Jia-Bin Huang Johannes Kopf DiffM 22 101 0 30 Mar 2023
Toward Super-Resolution for Appearance-Based Gaze Estimation Galen O’Shea Majid Komeili SupR 25 3 0 17 Mar 2023
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach Tao Yang Peiran Ren Xuansong Xie Lei Zhang DiffM 24 15 0 13 Mar 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy CVBM 32 24 0 10 Mar 2023
Mixture of Diffusers for scene composition and high resolution image generation Á. Jiménez DiffM 13 45 0 05 Feb 2023
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution Zhongwei Qiu Huan Yang Jianlong Fu Daochang Liu Chang Xu Dongmei Fu AI4TS SupR 20 1 0 27 Dec 2022
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 19 2 0 15 Dec 2022
Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution Ruohao Wang Xiaohui Liu Zhilu Zhang Xiaohe Wu Chunling Feng Lei Zhang W. Zuo SupR 19 7 0 10 Dec 2022
QC-StyleGAN -- Quality Controllable Image Generation and Manipulation D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 18 1 0 02 Dec 2022
Meet-in-the-middle: Multi-scale upsampling and matching for cross-resolution face recognition Klemen Grm Berkay Özata Vitomir Štruc H. K. Ekenel CVBM 14 3 0 28 Nov 2022
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 19 3 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 26 23 0 15 Nov 2022
High-Resolution Image Editing via Multi-Stage Blended Diffusion J. Ackermann Minjun Li DiffM 14 15 0 24 Oct 2022
Real Image Super-Resolution using GAN through modeling of LR and HR process Rao Muhammad Umer C. Micheloni 22 1 0 19 Oct 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 30 8 0 14 Oct 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 46 134 0 22 Sep 2022
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification Jiazhi Li Wael AbdAlmageed CVBM 13 8 0 14 Sep 2022
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment Mohammadreza Naderi Mohammad H. Givkashi N. Karimi S. Shirani S. Samavi 16 1 0 11 Sep 2022
HST: Hierarchical Swin Transformer for Compressed Image Super-resolution B. Li Xin Li Yiting Lu Sen Liu Ruoyu Feng Zhibo Chen 16 33 0 21 Aug 2022
GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond Kelvin C. K. Chan Xiangyu Xu Xintao Wang Jinwei Gu Chen Change Loy 23 22 0 29 Jul 2022