Fourier Space Losses for Efficient Perceptual Image Super-Resolution

1 June 2021

Luc Van Gool

Radu Timofte

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 Xu Zhao Chen Zhao Xiantao Hu Hongliang Zhang Ying Tai Jian Yang 18 0 0 19 Jun 2025
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 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 Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 72 1 0 25 Mar 2025
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 Tongshun Zhang Pingping Liu Ming Zhao Haotian Lv 130 7 0 01 Dec 2024
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 Runjia Zeng Cheng Han Qifan Wang Chunshu Wu Tong Geng Lifu Huang Ying Nian Wu Dongfang Liu VPVLM VLM 130 8 0 02 Nov 2024
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 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 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 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 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 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 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 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 Cansu Korkmaz A. Murat Tekalp ViT 105 8 0 17 Apr 2024
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 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 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 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 Vibhu Dalal 72 0 0 06 Jan 2024
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 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 Elad Yoshai Gil Goldinger M. Haifler N. Shaked MedIm SupR 112 1 0 17 Oct 2023
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 Chenxi Wang Hongjun Wu Zhi Jin 73 97 0 06 Aug 2023
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 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 Zeyu Xiao Ruisheng Gao Yutong Liu Yueyi Zhang Zhiwei Xiong SupR 99 9 0 30 May 2023
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 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 Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 85 15 0 27 Feb 2023
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 Ji Shin Seunghyun Shin Hae-Gon Jeon 84 7 0 02 Jan 2023
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 Pengcheng Lei Faming Fang Guixu Zhang 75 6 0 22 Nov 2022
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 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 Jie Liang Huiyu Zeng Lei Zhang SupR 96 96 0 27 Mar 2022
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 Jie Liang Huiyu Zeng Lei Zhang GAN OffRL 86 139 0 17 Mar 2022
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 Seonguk Park Nojun Kwak 46 9 0 22 Nov 2021
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 Ziqiang Li Pengfei Xia Xue Rui Bin Li GAN 89 19 0 20 Mar 2021