Florian Jug
- Noise2Void - Learning Denoising from Single Noisy Images
2018/11/27 by Alexander Krull, Krull, Alexander, Tim-Oliver Buchholz +3 · 40 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- Community-developed checklists for publishing images and image analyses
2023/09/14 by Christopher Schmied, Michael S. Nelson, Sergiy Avilov +51 · 1 voice · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Genetics, Bioinformatics, and Biomedical Research
- Fourier Image Transformer
2021/04/06 by Tim-Oliver Buchholz, Florian Jug, Buchholz, Tim-Oliver +1 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Earth and Planetary Sciences · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- Interpretable Unsupervised Diversity Denoising and Artefact Removal
2021/04/03 by Mangal Prakash, Mauricio Delbracio, Prakash, Mangal +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy Data
2018/10/12 by Tim-Oliver Buchholz, Mareike A. Jordan, Buchholz, Tim-Oliver +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Electron and X-Ray Spectroscopy Techniques
- μSplit: efficient image decomposition for microscopy data
2022/11/23 by Ashesh Ashesh, Alexander Krull, Ashesh +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture
2022/11/15 by Eva Höck, Tim-Oliver Buchholz, Höck, Eva +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
- Enabling Global Image Data Sharing in the Life Sciences
2024/01/23 by Peter Bajcsy, Sreenivas Bhattiprolu, Bajcsy, Peter +42 · 3 citations
Decision Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · #Scientific Computing and Data Management #Genetics, Bioinformatics, and Biomedical Research #Research Data Management Practices
- Micro𝕊plit: Semantic Unmixing of Fluorescent Microscopy Data
2025/02/11 by Ashesh Ashesh, Federico Carrara, Igor Zubarev +23 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques
- Enabling global image data sharing in the life sciences
2025/03/28 by Peter Bajcsy, Sreenivas Bhattiprolu, Katy Börner +22 · 2 voices · 1 citation
Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Cell Image Analysis Techniques #Genetics, Bioinformatics, and Biomedical Research #Scientific Computing and Data Management
- denoiSplit: a method for joint microscopy image splitting and unsupervised denoising
2024/03/18 by Ashesh Ashesh, Florian Jug, Ashesh, Ashesh +1 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Medical Image Segmentation Techniques #Image and Signal Denoising Methods #Cell Image Analysis Techniques
- SWITi: Quantifying and Reducing Tiling Artifacts with Sliding Window Inner Tiling
2026/07/21 by Federico Carrara, Aman Kukde, Melisande Croft +2
#cs.CV #cs.AI