SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution

24 August 2022

Papers citing "SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution"

49 / 49 papers shown

Title
RepNet-VSR: Reparameterizable Architecture for High-Fidelity Video Super-Resolution Biao Wu Diankai Zhang Shaoli Liu Si-feng Gao Chengjian Zheng Ning Wang SupR 22 0 0 22 Apr 2025
$NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2025 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Kai Liu Jue Gong J. Wang Lei Sun ... Prashant Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali SupR 53 0 0 20 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 53 7 0 17 Apr 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Z. Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Y. Zhang Mengcheng Ma SupR 52 7 0 14 Apr 2025
Crafting Query-Aware Selective Attention for Single Image Super-Resolution Junyoung Kim Youngrok Kim Siyeol Jung Donghyun Min 32 0 0 09 Apr 2025
A Lightweight Image Super-Resolution Transformer Trained on Low-Resolution Images Only Björn Möller Lucas Görnhardt Tim Fingscheidt ViT 44 0 0 30 Mar 2025
Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution Rongchang Lu Bingcheng Liao Haowen Hou Jiahang Lv Xin Hai 42 0 0 28 Feb 2025
Exploring Linear Attention Alternative for Single Image Super-Resolution Rongchang Lu Changyu Li Donghang Li Guojing Zhang Jianqiang Huang X. Li 41 0 0 01 Feb 2025
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference Zhengyang Lu Bingjie Lu Feng Wang 26 3 0 28 Jan 2025
Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 89 0 0 28 Nov 2024
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift Sanath Budakegowdanadoddi Nagaraju Brian B. Moser Tobias Christian Nauen Stanislav Frolov Federico Raue Andreas Dengel SupR 25 0 0 15 Nov 2024
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Juncheng Li Hongda Liu Yang Zhao Yingqian Wang Zhi Jin Shuhang Gu Radu Timofte SupR 43 17 0 25 Sep 2024
AgileIR: Memory-Efficient Group Shifted Windows Attention for Agile Image Restoration Hongyi Cai Mohammad Mahdinur Rahman Mohammad Shahid Akhtar Jie Li Jingyu Wu Zhili Fang 18 1 0 10 Sep 2024
Rethinking Image Super-Resolution from Training Data Perspectives Go Ohtani Ryu Tadokoro Ryosuke Yamada Yuki M. Asano Iro Laina Christian Rupprecht Nakamasa Inoue Rio Yokota Hirokatsu Kataoka Yoshimitsu Aoki SupR 17 1 0 01 Sep 2024
HiTSR: A Hierarchical Transformer for Reference-based Super-Resolution Masoomeh Aslahishahri Jordan R. Ubbens Ian Stavness 26 0 0 30 Aug 2024
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Alik Pramanick Utsav Bheda Arijit Sur SupR ViT 48 0 0 19 Aug 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Y. Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang W. Liu Jie Hu EGVM 51 1 0 24 Jun 2024
Learning Accurate and Enriched Features for Stereo Image Super-Resolution Hu Gao Depeng Dang SupR 18 0 0 23 Jun 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 26 0 0 11 Jun 2024
Image Deraining with Frequency-Enhanced State Space Model Shugo Yamashita Masaaki Ikehara 38 2 0 26 May 2024
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-Resolution Yihong Chen Zhen Fan Shuai Dong Zhiwei Chen Wenjie Li ... Min Zeng Xubing Lu G. Zhou Xingsen Gao Jun-Ming Liu 21 0 0 14 May 2024
Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution Yunxiang Li Wenbin Zou Qiaomu Wei Feng Huang Jing Wu 19 1 0 09 May 2024
Deep Image Restoration For Image Anti-Forensics Eren Tahir Mert Bal 19 1 0 04 May 2024
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing Leonardo Rossi Vittorio Bernuzzi Tomaso Fontanini Massimo Bertozzi Andrea Prati 45 3 0 29 Apr 2024
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution Cyprien Arnold Philippe Jouvet Lama Seoud 27 0 0 22 Apr 2024
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution Cansu Korkmaz A. Murat Tekalp ViT 36 6 0 17 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 31 32 0 15 Apr 2024
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution Yuxuan Jiang Chen Feng Fan Zhang David Bull SupR 40 11 0 15 Apr 2024
Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures Arkaprabha Basu Kushal Bose S. S. Mullick A. Chakrabarty Swagatam Das 27 1 0 09 Apr 2024
DRCT: Saving Image Super-resolution away from Information Bottleneck Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou 24 28 0 31 Mar 2024
CAMixerSR: Only Details Need More "Attention" Yan Wang Yi Liu Shijie Zhao Junlin Li Li Zhang SupR 36 17 0 29 Feb 2024
Generative AI in Vision: A Survey on Models, Metrics and Applications Gaurav Raut Apoorv Singh VLM MedIm 33 6 0 26 Feb 2024
Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous Representation Dongheon Lee Seungmyong Jeong Youngmin Ro AI4Cl 13 0 0 29 Jan 2024
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 34 83 0 18 Aug 2023
Volumetric Fast Fourier Convolution for Detecting Ink on the Carbonized Herculaneum Papyri Fabio Quattrini Vittorio Pippi S. Cascianelli Rita Cucchiara 14 2 0 09 Aug 2023
FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction Chenglong Ma Zilong Li Junping Zhang Yi Zhang Hongming Shan MedIm 19 17 0 12 Jul 2023
WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution Pranav Jeevan Akella Srinidhi Pasunuri Prathiba A. Sethi SupR 18 9 0 01 Jul 2023
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Qingpeng Zhu Qi Sun Wenxiu Sun Chen Change Loy Jinwei Gu 17 10 0 23 May 2023
Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles Yuanzheng Ma Wangting Zhou Rui Ma Sihua Yang Ya-Ming Tang Xun Guan DiffM MedIm 11 3 0 02 May 2023
SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge Ke-Jia Chen Liangyan Li Huan Liu Yunzhe Li Congling Tang Jun Chen 19 13 0 25 Apr 2023
Cross-View Hierarchy Network for Stereo Image Super-Resolution Wenbin Zou Hong-xia Gao Liang Chen Yunchen Zhang Mingchao Jiang Zhongxin Yu Ming Tan SupR 16 11 0 13 Apr 2023
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Ruikang Ju Chih-Chia Chen Jen-Shiun Chiang Yu-Shian Lin Wei-Han Chen Chun-Tse Chien 14 17 0 16 Mar 2023
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution Shuyao Shang Zhengyang Shan Guangxing Liu LunQian Wang XingHua Wang Zekai Zhang Jingling Zhang DiffM 42 82 0 15 Mar 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 16 15 0 27 Feb 2023
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 19 2 0 15 Dec 2022
Super-resolution Reconstruction of Single Image for Latent features Xin Wang Jingkai Yan Jingyong Cai Jiankang Deng Qin Qin Yao Cheng DiffM 16 8 0 16 Nov 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 31 34 0 27 Sep 2022
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 63 862 0 26 Sep 2019