Interpretable Unsupervised Diversity Denoising and Artefact Removal

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Interpretable Unsupervised Diversity Denoising and Artefact Removal

3 April 2021

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Papers citing "Interpretable Unsupervised Diversity Denoising and Artefact Removal"

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Title
Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering Yipeng Sun Linda-Sophie Schneider Mingxuan Gu Siyuan Mei Chengze Ye Fabian Wagner Siming Bayer Andreas K. Maier 69 0 0 18 Apr 2025
indiSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy Ashesh Ashesh Florian Jug 77 1 0 29 Mar 2025
Diffusion Priors for Variational Likelihood Estimation and Image Denoising Jun Cheng Shan Tan DiffM 104 0 0 23 Oct 2024
MicroSSIM: Improved Structural Similarity for Comparing Microscopy Data Ashesh Ashesh Joran Deschamps Florian Jug 138 3 0 16 Aug 2024
denoiSplit: a method for joint image splitting and unsupervised denoising Ashesh Ashesh Florian Jug 64 2 0 18 Mar 2024
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 96 12 0 18 Dec 2023
Direct Unsupervised Denoising Benjamin Salmon Alexander Krull DiffM OOD 36 1 0 27 Oct 2023
Unsupervised Denoising for Signal-Dependent and Row-Correlated Imaging Noise Benjamin Salmon Alexander Krull 146 1 0 11 Oct 2023
DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions N. P. Martins Y. Kalaidzidis M. Zerial Florian Jug MedIm 112 0 0 16 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 84 14 0 09 Aug 2023
Image Denoising and the Generative Accumulation of Photons Alexander Krull H. Basevi Benjamin Salmon A. Zeug F. Muller Samuel Tonks Leela Muppala A. Leonardis DiffM 62 7 0 13 Jul 2023
Shot Noise Reduction in Radiographic and Tomographic Multi-Channel Imaging with Self-Supervised Deep Learning Yaroslav Zharov E. Ametova Rebecca Spiecker T. Baumbach G. Burca Vincent Heuveline 46 1 0 25 Mar 2023
Inverse problem regularization with hierarchical variational autoencoders Jean Prost Antoine Houdard Andrés Almansa Nicolas Papadakis 101 6 0 20 Mar 2023
μSplit: efficient image decomposition for microscopy data Ashesh Ashesh Alexander Krull M. D. Sante F. Pasqualini Florian Jug 70 4 0 23 Nov 2022
Patch-Craft Self-Supervised Training for Correlated Image Denoising Gregory Vaksman Michael Elad 117 7 0 17 Nov 2022
N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture Eva‐Maria Hock T. Buchholz Anselm Brachmann Florian Jug Alexander Freytag 70 14 0 15 Nov 2022
Evaluating Unsupervised Denoising Requires Unsupervised Metrics A. Marcos-Morales M. Leibovich S. Mohan Joshua L. Vincent P. Haluai Mai Tan Peter A Crozier C. Fernandez‐Granda 42 3 0 11 Oct 2022
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation Justin Sonneck Jianxu Chen VLM MedIm 89 5 0 06 Sep 2022