Roman Spilger
Orcid: 0000-0002-3049-7375
According to our database1,
Roman Spilger
authored at least 10 papers
between 2018 and 2023.
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Bibliography
2023
Deep Learning Methods for Detection and Tracking of Particles in Fluorescence Microscopy Images
PhD thesis, 2023
Deep Learning Method for Probabilistic Particle Detection and Tracking in Fluorescence Microscopy Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Deep Neural Network for Combined Particle Tracking and Colocalization Analysis in Two-Channel Microscopy Images.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Deep Neural Network for 3D Particle Detection in 3D Fluorescence Microscopy Images via Density Map Regression.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Medical Image Anal., 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
A Recurrent Neural Network for Particle Tracking in Microscopy Images Using Future Information, Track Hypotheses, and Multiple Detections.
IEEE Trans. Image Process., 2020
Tracking of Particles in Fluorescence Microscopy Images Using a Spatial Distance Model for Brownian Motion.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020
2018
Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018