SUNet: Swin Transformer UNet for Image Denoising

28 February 2022

Papers citing "SUNet: Swin Transformer UNet for Image Denoising"

25 / 25 papers shown

Title
ADA-Net: Attention-Guided Domain Adaptation Network with Contrastive Learning for Standing Dead Tree Segmentation Using Aerial Imagery Mete Ahishali Anis Ur Rahman Einari Heinaro Samuli Junttila 22 0 0 05 Apr 2025
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models Yuta Hirabayashi Daisuke Matsuoka DiffM 36 0 0 25 Mar 2025
Untrained Perceptual Loss for image denoising of line-like structures in MR images Elisabeth Pfaehler Daniel Pflugfelder Hanno Scharr 21 0 0 08 Nov 2024
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation Divya J. Bajpai M. Hanawal VLM 11 1 0 06 Oct 2024
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis Illia Tsiporenko Pavel Chizhov Dmytro Fishman ViT MedIm 16 1 0 25 Sep 2024
Pushing Joint Image Denoising and Classification to the Edge Thomas C Markhorst J. C. V. Gemert O. Kayhan 17 0 0 13 Sep 2024
Deep Learning CT Image Restoration using System Blur and Noise Models Yijie Yuan G. Gang J. W. Stayman MedIm 27 0 0 20 Jul 2024
Certified PEFTSmoothing: Parameter-Efficient Fine-Tuning with Randomized Smoothing Chengyan Fu Wenjie Wang AAML 14 0 0 08 Apr 2024
A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement Ruirui Lin Nantheera Anantrasirichai A. Malyugina David Bull 22 7 0 04 Mar 2024
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise Xi Chen Zhewen Hou Christopher A. Metzler A. Maleki S. Jalali 16 5 0 23 Feb 2024
A Comprehensive Study of Object Tracking in Low-Light Environments Anqi Yi Nantheera Anantrasirichai 14 8 0 25 Dec 2023
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 23 0 0 20 Dec 2023
LoMAE: Low-level Vision Masked Autoencoders for Low-dose CT Denoising Dayang Wang Yongshun Xu Shuo Han Zhan Wu Li Zhou Bahareh Morovati Hengyong Yu MedIm 25 2 0 19 Oct 2023
Counterfactual Image Generation for adversarially robust and interpretable Classifiers Rafael Bischof F. Scheidegger Michael A. Kraus A. Malossi AAML 17 2 0 01 Oct 2023
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 20 46 0 18 Aug 2023
DEMIST: A deep-learning-based task-specific denoising approach for myocardial perfusion SPECT Md Ashequr Rahman Zitong Yu Richard Laforest C. Abbey Barry A. Siegel Abhinav K. Jha 16 3 0 07 Jun 2023
Transformer-Based UNet with Multi-Headed Cross-Attention Skip Connections to Eliminate Artifacts in Scanned Documents David Kreuzer M. Munz ViT MedIm 11 0 0 05 Jun 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 11 14 0 08 May 2023
Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection Haiming Yao Wenyong Yu Wei Luo Zhenfeng Qiang Donghao Luo Xiaotian Zhang 14 21 0 10 Mar 2023
PLU-Net: Extraction of multi-scale feature fusion Weihu Song 3DPC SSeg 12 4 0 23 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio' ViT MedIm 6 5 0 22 Feb 2023
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images Xiaoyu Pan Huazheng Zhu Jinglong Du Guang-qin Hu Baoru Han Yuanyuan Jia 13 1 0 22 Oct 2022
Considering Image Information and Self-similarity: A Compositional Denoising Network Jiahong Zhang Yonggui Zhu Wenshu Yu Jing Ma SSL SupR 15 2 0 14 Sep 2022
Residual Swin Transformer Channel Attention Network for Image Demosaicing W. Xing K. Egiazarian ViT 6 12 0 14 Apr 2022
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin J. Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 114 541 0 19 Apr 2021