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Fourier Space Losses for Efficient Perceptual Image Super-Resolution

Fourier Space Losses for Efficient Perceptual Image Super-Resolution

1 June 2021
Dario Fuoli
Luc Van Gool
Radu Timofte
ArXiv (abs)PDFHTML

Papers citing "Fourier Space Losses for Efficient Perceptual Image Super-Resolution"

47 / 47 papers shown
Title
Learning Multi-scale Spatial-frequency Features for Image Denoising
Learning Multi-scale Spatial-frequency Features for Image Denoising
Xu Zhao
Chen Zhao
Xiantao Hu
Hongliang Zhang
Ying Tai
Jian Yang
16
0
0
19 Jun 2025
Image Restoration Learning via Noisy Supervision in the Fourier Domain
Image Restoration Learning via Noisy Supervision in the Fourier Domain
Haosen Liu
Jiahao Liu
Shan Tan
Edmund Y. Lam
27
0
0
31 May 2025
DiMoSR: Feature Modulation via Multi-Branch Dilated Convolutions for Efficient Image Super-Resolution
DiMoSR: Feature Modulation via Multi-Branch Dilated Convolutions for Efficient Image Super-Resolution
M. Yilmaz
Ahmet Bilican
A. Murat Tekalp
SupR
97
0
0
27 May 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment
Guanglu Dong
Xiangyu Liao
Mingyang Li
Guihuan Guo
Chao Ren
72
1
0
25 Mar 2025
Burst Image Super-Resolution with Mamba
Burst Image Super-Resolution with Mamba
Ozan Unal
Steven Marty
Dengxin Dai
Mamba
74
0
0
25 Mar 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation
Wenzhao Xiang
Chang Liu
Hongyang Yu
Xilin Chen
77
0
0
02 Mar 2025
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light
  Image Enhancement
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement
Tongshun Zhang
Pingping Liu
Ming Zhao
Haotian Lv
130
7
0
01 Dec 2024
Content-Aware Preserving Image Generation
Content-Aware Preserving Image Generation
Giang H. Le
Anh Q. Nguyen
Byeongkeun Kang
Yeejin Lee
DiffM
138
0
0
15 Nov 2024
Visual Fourier Prompt Tuning
Visual Fourier Prompt Tuning
Runjia Zeng
Cheng Han
Qifan Wang
Chunshu Wu
Tong Geng
Lifu Huang
Ying Nian Wu
Dongfang Liu
VPVLMVLM
130
8
0
02 Nov 2024
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for
  Skillful Precipitation Nowcasting
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting
Chiu-Wai Yan
Shi Quan Foo
Van Hoan Trinh
Dit-Yan Yeung
Ka-Hing Wong
W. Wong
60
2
0
30 Oct 2024
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models
Yang-Che Sun
Cheng Yu Yeo
Ernie Chu
Jun-Cheng Chen
Yu-Lun Liu
SupR
120
0
0
23 Oct 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
Qinpeng Cui
Yixuan Liu
Xinyi Zhang
Qiqi Bao
Zhongdao Wang
Qingmin Liao
Li Wang
Tian Lu
Emad Barsoum
64
4
0
26 Sep 2024
Perceptual-Distortion Balanced Image Super-Resolution is a
  Multi-Objective Optimization Problem
Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem
Qiwen Zhu
Yanjie Wang
Shilv Cai
Liqun Chen
Jiahuan Zhou
Luxin Yan
Sheng Zhong
Xu Zou
82
4
0
05 Sep 2024
FourierMamba: Fourier Learning Integration with State Space Models for
  Image Deraining
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
Dong Li
Yidi Liu
Xueyang Fu
Senyan Xu
Zheng-Jun Zha
Mamba
99
13
0
29 May 2024
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing
  Image Dehazing
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing
Jiamei Xiong
Xu Yan
Yongzhen Wang
Wei Zhao
Xiaoping Zhang
Mingqiang Wei
DiffM
66
6
0
15 May 2024
RPBG: Towards Robust Neural Point-based Graphics in the Wild
RPBG: Towards Robust Neural Point-based Graphics in the Wild
Qingtian Zhu
Zizhuang Wei
Zhongtian Zheng
Yifan Zhan
Zhuyu Yao
Jiawang Zhang
Kejian Wu
Yinqiang Zheng
121
3
0
09 May 2024
Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light
  Remote Sensing Image Enhancement
Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement
Zishu Yao
Guodong Fan
Jinfu Fan
Senior Member Ieee Min Gan
F. I. C. L. Philip Chen
86
17
0
26 Apr 2024
Training Transformer Models by Wavelet Losses Improves Quantitative and
  Visual Performance in Single Image Super-Resolution
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution
Cansu Korkmaz
A. Murat Tekalp
ViT
105
8
0
17 Apr 2024
LADDER: An Efficient Framework for Video Frame Interpolation
LADDER: An Efficient Framework for Video Frame Interpolation
Tong Shen
Dong Li
Ziheng Gao
Lu Tian
E. Barsoum
75
2
0
17 Apr 2024
Training Generative Image Super-Resolution Models by Wavelet-Domain
  Losses Enables Better Control of Artifacts
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts
Cansu Korkmaz
A. Murat Tekalp
Zafer Doğan
76
11
0
29 Feb 2024
Spatial-and-Frequency-aware Restoration method for Images based on
  Diffusion Models
Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models
Kyungsung Lee
Donggyu Lee
Myungjoo Kang
60
0
0
31 Jan 2024
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via
  Transformer-Based 360 Image Outpainting
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360 Image Outpainting
Hao Ai
Zidong Cao
H. Lu
Chen Chen
Jiancang Ma
Pengyuan Zhou
Tae-Kyun Kim
Pan Hui
Lin Wang
89
5
0
19 Jan 2024
Short-Time Fourier Transform for deblurring Variational Autoencoders
Short-Time Fourier Transform for deblurring Variational Autoencoders
Vibhu Dalal
72
0
0
06 Jan 2024
Frequency-Adaptive Pan-Sharpening with Mixture of Experts
Frequency-Adaptive Pan-Sharpening with Mixture of Experts
Xuanhua He
K. Yan
Rui Li
Chengjun Xie
Jie Zhang
Man Zhou
72
14
0
04 Jan 2024
Perception-Distortion Balanced Super-Resolution: A Multi-Objective
  Optimization Perspective
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective
Lingchen Sun
Jiejing Liang
Shuai Liu
Hongwei Yong
Lei Zhang
89
6
0
24 Dec 2023
Super resolution of histopathological frozen sections via deep learning
  preserving tissue structure
Super resolution of histopathological frozen sections via deep learning preserving tissue structure
Elad Yoshai
Gil Goldinger
M. Haifler
N. Shaked
MedImSupR
112
1
0
17 Oct 2023
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video
  Reconstruction
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction
Haesoo Chung
N. Cho
155
9
0
22 Aug 2023
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency
  Information
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information
Chenxi Wang
Hongjun Wu
Zhi Jin
73
97
0
06 Aug 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality
  Improvement
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement
Xin Luo
Yunan Zhu
Shunxin Xu
Dong Liu
67
11
0
22 Jul 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World
  Super-Resolution Models
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models
Liangbin Xie
Xintao Wang
Xiangyu Chen
Gengyan Li
Ying Shan
Jiantao Zhou
Chao Dong
104
29
0
05 Jul 2023
Toward Real-World Light Field Super-Resolution
Toward Real-World Light Field Super-Resolution
Zeyu Xiao
Ruisheng Gao
Yutong Liu
Yueyi Zhang
Zhiwei Xiong
SupR
99
9
0
30 May 2023
DocDiff: Document Enhancement via Residual Diffusion Models
DocDiff: Document Enhancement via Residual Diffusion Models
Zongyuan Yang
Baolin Liu
Yongping Xiong
Lan Yi
Guibin Wu
Xiaojun Tang
Ziqi Liu
Yueze Wang
Xing Zhang
111
38
0
06 May 2023
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free
  Upsampling Module in Arbitrary-scale Image Super-Resolution
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution
Gaochao Song
Luo Zhang
Ran Su
Jianfeng Shi
Yingchuan He
Qian Sun
SupR
96
13
0
02 Mar 2023
Spatial-Frequency Attention for Image Denoising
Spatial-Frequency Attention for Image Denoising
Shi Guo
Hongwei Yong
Xindong Zhang
Jianqi Ma
Lei Zhang
ViTAI4TS
85
15
0
27 Feb 2023
When Visible-to-Thermal Facial GAN Beats Conditional Diffusion
When Visible-to-Thermal Facial GAN Beats Conditional Diffusion
Catherine Ordun
Edward Raff
S. Purushotham
DiffM
94
7
0
18 Feb 2023
Scene Structure Guidance Network: Unfolding Graph Partitioning into Pixel-Wise Feature Learning
Scene Structure Guidance Network: Unfolding Graph Partitioning into Pixel-Wise Feature Learning
Ji Shin
Seunghyun Shin
Hae-Gon Jeon
84
7
0
02 Jan 2023
A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain
  Information
A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information
Jing Fang
Yinbo Yu
Zhongyuan Wang
Xin Ding
R. Hu
94
1
0
08 Dec 2022
Flow Guidance Deformable Compensation Network for Video Frame
  Interpolation
Flow Guidance Deformable Compensation Network for Video Frame Interpolation
Pengcheng Lei
Faming Fang
Guixu Zhang
75
6
0
22 Nov 2022
Priors in Deep Image Restoration and Enhancement: A Survey
Priors in Deep Image Restoration and Enhancement: A Survey
Yunfan Lu
Yi Lin
Hao Wu
Yuan Luo
Xueye Zheng
Hui Xiong
Lin Wang
111
3
0
04 Jun 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey
Generative Adversarial Networks for Image Super-Resolution: A Survey
Chunwei Tian
Xuanyu Zhang
Chun-Wei Lin
W. Zuo
Yanning Zhang
Chia-Wen Lin
GAN
88
45
0
28 Apr 2022
Efficient and Degradation-Adaptive Network for Real-World Image
  Super-Resolution
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution
Jie Liang
Huiyu Zeng
Lei Zhang
SupR
96
96
0
27 Mar 2022
ARM: Any-Time Super-Resolution Method
ARM: Any-Time Super-Resolution Method
Bohong Chen
Mingbao Lin
Kekai Sheng
Mengdan Zhang
Peixian Chen
Ke Li
Liujuan Cao
Rongrong Ji
SupR
71
31
0
21 Mar 2022
Details or Artifacts: A Locally Discriminative Learning Approach to
  Realistic Image Super-Resolution
Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution
Jie Liang
Huiyu Zeng
Lei Zhang
GANOffRL
86
139
0
17 Mar 2022
DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution
  via Generative Adversarial Networks
DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks
Ziyang Liu
Zhengguo Li
Xingming Wu
Zhong Liu
Weihai Chen
GAN
81
25
0
25 Dec 2021
Local-Selective Feature Distillation for Single Image Super-Resolution
Local-Selective Feature Distillation for Single Image Super-Resolution
Seonguk Park
Nojun Kwak
46
9
0
22 Nov 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution
Juncheng Li
Zehua Pei
Wenjie Li
Guangwei Gao
Longguang Wang
Yingqian Wang
T. Zeng
145
48
0
29 Sep 2021
Exploring The Effect of High-frequency Components in GANs Training
Exploring The Effect of High-frequency Components in GANs Training
Ziqiang Li
Pengfei Xia
Xue Rui
Bin Li
GAN
89
19
0
20 Mar 2021
1