Deep Burst Super-Resolution

26 January 2021

Goutam Bhat

Martin Danelljan

Luc Van Gool

Radu Timofte

SupR

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Papers citing "Deep Burst Super-Resolution"

30 / 30 papers shown

Title
CodingHomo: Bootstrapping Deep Homography With Video Coding Yike Liu Haipeng Li Shuaicheng Liu B. Zeng 103 2 0 16 Apr 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling Fadeel Sher Khan Joshua Ebenezer Hamid Sheikh Seok-Jun Lee 107 0 0 28 Feb 2025
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 96 7 0 16 Aug 2024
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte 53 41 0 14 Jan 2021
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 72 360 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 144 170 0 05 May 2020
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery Michel Deudon Alfredo Kalaitzis Israel Goytom Md Rifat Arefin Zhichao Lin Kris Sankaran Vincent Michalski Samira Ebrahimi Kahou Julien Cornebise Yoshua Bengio SupR 54 108 0 15 Feb 2020
Replacing Mobile Camera ISP with a Single Deep Learning Model Andrey D. Ignatov Luc Van Gool Radu Timofte 43 175 0 13 Feb 2020
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 67 94 0 18 Nov 2019
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 171 169 0 20 Sep 2019
DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images Andrea Bordone Molini D. Valsesia Giulia Fracastoro E. Magli SupR 51 125 0 15 Jul 2019
Zoom To Learn, Learn To Zoom X. Zhang Qifeng Chen Ren Ng V. Koltun SupR 80 249 0 13 May 2019
Handheld Multi-Frame Super-Resolution Bartlomiej Wronski Ignacio Garcia Dorado M. Ernst D. Kelly Michael Krainin Chia-Kai Liang M. Levoy P. Milanfar SupR 139 201 0 08 May 2019
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 73 440 0 27 Nov 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 127 3,718 0 01 Sep 2018
To learn image super-resolution, use a GAN to learn how to do image degradation first Adrian Bulat J. Yang Georgios Tzimiropoulos SupR 56 351 0 30 Jul 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,312 0 24 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 327 11,734 0 11 Jan 2018
Deep multi-frame face super-resolution E. Ustinova Victor Lempitsky SupR CVBM 23 10 0 10 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 249 2,443 0 07 Sep 2017
Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize Andrew P. Aitken C. Ledig Lucas Theis Jose Caballero Zehan Wang Wenzhe Shi 56 179 0 10 Jul 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 171 5,891 0 10 Jul 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 115 2,441 0 12 Apr 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 314 5,218 0 16 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 240 10,674 0 15 Sep 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 218 10,230 0 27 Mar 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 104 6,179 0 14 Nov 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 288 18,587 0 06 Feb 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 136 8,066 0 31 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014