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Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering

Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering

18 April 2025
Yipeng Sun
Linda-Sophie Schneider
Mingxuan Gu
Siyuan Mei
Chengze Ye
Fabian Wagner
Siming Bayer
Andreas K. Maier
ArXiv (abs)PDFHTML

Papers citing "Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering"

9 / 9 papers shown
Title
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising
Tong Li
Lizhi Wang
Zhiyuan Xu
Lin Zhu
Wanxuan Lu
Hua Huang
157
2
0
21 Dec 2024
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised
  Tomographic Image Denoising
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising
Fabian Wagner
Mareike Thies
Laura Pfaff
Noah Maul
Sabrina Pechmann
...
D. Weidner
Georgiana Neag
S. Uderhardt
Jang-Hwan Choi
Andreas Maier
68
5
0
09 Dec 2022
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in
  Computed Tomography
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography
Fabian Wagner
Mareike Thies
Mingxuan Gu
Yixing Huang
Sabrina Pechmann
...
O. Aust
S. Uderhardt
G. Schett
S. Christiansen
Andreas Maier
MedImAI4CE
68
22
0
25 Jan 2022
Uformer: A General U-Shaped Transformer for Image Restoration
Uformer: A General U-Shaped Transformer for Image Restoration
Zhendong Wang
Xiaodong Cun
Jianmin Bao
Wengang Zhou
Jianzhuang Liu
Houqiang Li
ViT
117
1,411
0
06 Jun 2021
Interpretable Unsupervised Diversity Denoising and Artefact Removal
Interpretable Unsupervised Diversity Denoising and Artefact Removal
M. Prakash
M. Delbracio
P. Milanfar
Florian Jug
81
34
0
03 Apr 2021
Deep Learning on Image Denoising: An overview
Deep Learning on Image Denoising: An overview
Chunwei Tian
Lunke Fei
Wenxian Zheng
Yong-mei Xu
W. Zuo
Chia-Wen Lin
205
834
0
31 Dec 2019
Noise2Void - Learning Denoising from Single Noisy Images
Noise2Void - Learning Denoising from Single Noisy Images
Alexander Krull
T. Buchholz
Florian Jug
107
1,106
0
27 Nov 2018
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
786
132,363
0
12 Jun 2017
Low-dose CT denoising with convolutional neural network
Low-dose CT denoising with convolutional neural network
Hu Chen
Yi Zhang
Wei-hua Zhang
Peixi Liao
Ke Li
Jiliu Zhou
Ge Wang
MedIm
55
113
0
02 Oct 2016
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