A General Method to Incorporate Spatial Information into Loss Functions
for GAN-based Super-resolution Models

A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models

15 March 2024

Santiago López-Tapia

Aggelos K. Katsaggelos

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Papers citing "A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models"

16 / 16 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution Andreas Lugmayr Martin Danelljan Feng Yu Luc Van Gool Radu Timofte 53 14 0 05 Nov 2021
Feedback Pyramid Attention Networks for Single Image Super-Resolution Huapeng Wu Jie Gui Jun Zhang James T. Kwok Zhihui Wei SupR 32 16 0 13 Jun 2021
Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network Subeesh Vasu T. Nimisha R. Narayanan SupR GAN 66 53 0 01 Nov 2018
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality Jun-Ho Choi Jun-Hyuk Kim Manri Cheon Jong-Seok Lee SupR 42 40 0 13 Sep 2018
Generative adversarial network-based image super-resolution using perceptual content losses Manri Cheon Jun-Hyuk Kim Jun-Ho Choi Jong-Seok Lee SupR 39 42 0 13 Sep 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 157 3,728 0 01 Sep 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 75 983 0 09 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 176 5,908 0 10 Jul 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 151 1,844 0 11 Apr 2017
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 242 10,693 0 15 Sep 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 237 10,249 0 27 Mar 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 104 6,188 0 14 Nov 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 155 8,077 0 31 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014