Learning the Degradation Distribution for Blind Image Super-Resolution

9 March 2022

Papers citing "Learning the Degradation Distribution for Blind Image Super-Resolution"

27 / 27 papers shown

Title
Infrared Image Super-Resolution: Systematic Review, and Future Trends Y. Huang Tomo Miyazaki Xiao-Fang Liu S. Omachi SupR 85 10 0 21 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 72 3 0 20 Feb 2025
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation Yuang Ai Xiaoqiang Zhou Huaibo Huang Xiaotian Han Zhengyu Chen Quanzeng You Hongxia Yang 42 8 0 24 Oct 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation Jingyuan Xia Zhixiong Yang Shengxi Li Shuanghui Zhang Yaowen Fu Deniz Gündüz Xiang Li SupR BDL 26 23 0 13 Jun 2024
Analyzing the Feature Extractor Networks for Face Image Synthesis Erdi Sarıtaş H. K. Ekenel CVBM EGVM 57 1 0 04 Jun 2024
SeD: Semantic-Aware Discriminator for Image Super-Resolution Bingchen Li Xin Li Hanxin Zhu Yeying Jin Ruoyu Feng Zhizheng Zhang Zhibo Chen SupR 35 21 0 29 Feb 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 33 2 0 29 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 20 48 0 29 Jan 2024
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-based Image Super-Resolution in Remote Sensing Jeongho Min Yejun Lee Dongyoung Kim Jaejun Yoo 14 2 0 29 Jan 2024
Toward Real World Stereo Image Super-Resolution via Hybrid Degradation Model and Discriminator for Implied Stereo Image Information Yuanbo Zhou Yuyang Xue Jiang Bi Wenlin He Xinlin Zhang ... Wei Deng Ruofeng Nie Junlin Lan Qinquan Gao Tong Tong 32 1 0 13 Dec 2023
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data Boyang Wang Bowen Liu Shiyu Liu Fengyu Yang 13 7 0 02 Nov 2023
Reference-based Restoration of Digitized Analog Videotapes Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo VGen 17 1 0 20 Oct 2023
Learning Many-to-Many Mapping for Unpaired Real-World Image Super-resolution and Downscaling Wanjie Sun Zhenzhong Chen SupR 20 0 0 08 Oct 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 39 46 0 18 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
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting Canyu Zhang Qing-Wu Guo Xiaoguang Li Renjie Wan Hongkai Yu Ivor Tsang Song Wang SupR 38 4 0 26 Jul 2023
PromptIR: Prompting for All-in-One Blind Image Restoration Vaishnav Potlapalli Syed Waqas Zamir Salman Khan F. Khan VLM 31 91 0 22 Jun 2023
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution Ruofan Zhang Jinjin Gu Haoyu Chen Chao Dong Yulun Zhang Wenming Yang 37 22 0 29 May 2023
Human Guided Ground-truth Generation for Realistic Image Super-resolution Duanyou Chen Jie-Kai Liang Xindong Zhang Ming-Yu Liu Huiyu Zeng Lei Zhang 25 17 0 23 Mar 2023
Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution Zixi Tuo Huan Yang Jianlong Fu Yujie Dun Xueming Qian VGen 13 3 0 17 Mar 2023
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach Tao Yang Peiran Ren Xuansong Xie Lei Zhang DiffM 24 14 0 13 Mar 2023
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
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 169 0 17 Apr 2022
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective Xin Li Xin Jin Jun Fu Xiaoyuan Yu Bei Tong Zhibo Chen SupR 13 2 0 25 Nov 2021
Approaching the Limit of Image Rescaling via Flow Guidance Shangzhou Li Guixuan Zhang Zhengxiong Luo Jie Liu Zhi Zeng Shuwu Zhang 20 9 0 09 Nov 2021
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 69 168 0 05 May 2020
Deep Unfolding Network for Image Super-Resolution K. Zhang Luc Van Gool Radu Timofte SupR 108 535 0 23 Mar 2020