Unsupervised Learning for Real-World Super-Resolution

20 September 2019

Radu Timofte

Papers citing "Unsupervised Learning for Real-World Super-Resolution"

29 / 79 papers shown

Title
A Deep Residual Star Generative Adversarial Network for multi-domain Image Super-Resolution Rao Muhammad Umer A. Munir C. Micheloni 11 4 0 07 Jul 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 14 50 0 25 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 33 47 0 17 May 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Kaixuan Zhang Jingyun Liang Luc Van Gool Radu Timofte 31 569 0 25 Mar 2021
Real-World Single Image Super-Resolution: A Brief Review Honggang Chen Xiaohai He L. Qing Yuanyuan Wu Chao Ren Ce Zhu 24 259 0 03 Mar 2021
Real-World Super-Resolution of Face-Images from Surveillance Cameras Andreas Aakerberg Kamal Nasrollahi T. Moeslund SupR CVBM 11 35 0 05 Feb 2021
Deep Burst Super-Resolution Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte SupR 11 123 0 26 Jan 2021
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte 19 41 0 14 Jan 2021
Rethinking conditional GAN training: An approach using geometrically structured latent manifolds Sameera Ramasinghe M. Farazi Salman Khan Nick Barnes Stephen Gould GAN 29 8 0 25 Nov 2020
Super-Resolution of Real-World Faces Saurabh Goswami Aakanksha N. RajagopalanA. CVBM SupR 6 0 0 04 Nov 2020
Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset Tong Zheng H. Oda M. Oda S. Nakamura M. Mori H. Takabatake H. Natori K. Mori OOD SupR 15 0 0 20 Oct 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results Pengxu Wei Hannan Lu Radu Timofte Liang Lin W. Zuo ... Jun-Ho Choi Jong-Seok Lee Feras Almasri T. Vandamme O. Debeir SupR 35 41 0 25 Sep 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results Kaixuan Zhang Martin Danelljan Yawei Li Radu Timofte Jie Liu ... Wenhao Wang Zhenbing Liu Rushi Lan Rao Muhammad Umer C. Micheloni SupR 25 88 0 15 Sep 2020
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution Rao Muhammad Umer C. Micheloni GAN 19 15 0 07 Sep 2020
Benefiting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution Mohammad Saeed Rad Thomas Yu C. Musat H. K. Ekenel Behzad Bozorgtabar Jean-Philippe Thiran SupR 24 2 0 06 Jul 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 23 356 0 25 Jun 2020
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 85 170 0 05 May 2020
Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution Rao Muhammad Umer G. Foresti C. Micheloni 18 52 0 03 May 2020
Residual Channel Attention Generative Adversarial Network for Image Super-Resolution and Noise Reduction Jie Cai Zibo Meng C. Ho GAN 19 25 0 28 Apr 2020
Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder Zhi-Song Liu W. Siu Li-Wen Wang Chu-Tak Li Marie-Paule Cani Yui-Lam Chan DRL SupR 11 30 0 27 Apr 2020
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution Namhyuk Ahn Jaejun Yoo Kyung-ah Sohn SupR 16 18 0 23 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 23 123 0 02 Apr 2020
Deep Unfolding Network for Image Super-Resolution Kaixuan Zhang Luc Van Gool Radu Timofte SupR 116 539 0 23 Mar 2020
Unpaired Image Super-Resolution using Pseudo-Supervision S. Maeda SupR 8 155 0 26 Feb 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 18 27 0 08 Jan 2020
Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution Chih-Chung Hsu Chia-Hsiang Lin SupR 6 10 0 20 Nov 2019
AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Manuel Fritsche Shuhang Gu ... Xiaopeng Sun Wen Lu Jie Li Xinbo Gao Sefi Bell-Kligler SupR 27 94 0 18 Nov 2019
Frequency Separation for Real-World Super-Resolution Manuel Fritsche Shuhang Gu Radu Timofte 25 221 0 18 Nov 2019
Unsupervised Image Super-Resolution with an Indirect Supervised Path Zhen-Wen Han Enyan Dai Xu Jia Xiaoying Ren Shuaijun Chen Chunjing Xu Jianzhuang Liu Qi Tian 27 44 0 07 Oct 2019