Alert button
Picture for Florian Jug

Florian Jug

Alert button

denoiSplit: a method for joint image splitting and unsupervised denoising

Mar 18, 2024
Ashesh Ashesh, Florian Jug

Viaarxiv icon

MIFA: Metadata, Incentives, Formats, and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysis

Nov 22, 2023
Teresa Zulueta-Coarasa, Florian Jug, Aastha Mathur, Josh Moore, Arrate Muñoz-Barrutia, Liviu Anita, Kola Babalola, Pete Bankhead, Perrine Gilloteaux, Nodar Gogoberidze, Martin Jones, Gerard J. Kleywegt, Paul Korir, Anna Kreshuk, Aybüke Küpcü Yoldaş, Luca Marconato, Kedar Narayan, Nils Norlin, Bugra Oezdemir, Jessica Riesterer, Norman Rzepka, Ugis Sarkans, Beatriz Serrano, Christian Tischer, Virginie Uhlmann, Vladimír Ulman, Matthew Hartley

Viaarxiv icon

DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions

Aug 16, 2023
Nuno Pimpão Martins, Yannis Kalaidzidis, Marino Zerial, Florian Jug

Viaarxiv icon

bAIoimage analysis: elevating the rate of scientific discovery -- as a community

Mar 29, 2023
Damian Edward Dalle Nogare, Matthew Hartley, Joran Deschamps, Jan Ellenberg, Florian Jug

Figure 1 for bAIoimage analysis: elevating the rate of scientific discovery -- as a community
Viaarxiv icon

μSplit: efficient image decomposition for microscopy data

Nov 23, 2022
Ashesh, Alexander Krull, Moises Di Sante, Francesco Silvio Pasqualini, Florian Jug

Figure 1 for μSplit: efficient image decomposition for microscopy data
Figure 2 for μSplit: efficient image decomposition for microscopy data
Figure 3 for μSplit: efficient image decomposition for microscopy data
Figure 4 for μSplit: efficient image decomposition for microscopy data
Viaarxiv icon

N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture

Nov 21, 2022
Eva Höck, Tim-Oliver Buchholz, Anselm Brachmann, Florian Jug, Alexander Freytag

Figure 1 for N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture
Figure 2 for N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture
Figure 3 for N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture
Figure 4 for N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture
Viaarxiv icon

Fourier Image Transformer

May 03, 2021
Tim-Oliver Buchholz, Florian Jug

Figure 1 for Fourier Image Transformer
Figure 2 for Fourier Image Transformer
Figure 3 for Fourier Image Transformer
Figure 4 for Fourier Image Transformer
Viaarxiv icon

Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods

Apr 03, 2021
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug

Figure 1 for Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods
Figure 2 for Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods
Figure 3 for Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods
Figure 4 for Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods
Viaarxiv icon