Roman Spilger

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Fluorescence Microscopy Images

Top Venues

Medical Image Anal.

DLMIA/ML-CDS@MICCAI

Bildverarbeitung für die Medizin

Publications

Roman Spilger, Ji Young Lee, Minh Tu Pham, Ralf Bartenschlager, Karl Rohr
Deep Learning Method for Probabilistic Particle Detection and Tracking in Fluorescence Microscopy Images. ISBI (2023)
Roman Spilger, Ji Young Lee, Ralf Bartenschlager, Karl Rohr
Deep Neural Network for Combined Particle Tracking and Colocalization Analysis in Two-Channel Microscopy Images. ISBI (2022)
Roman Spilger, Vadim O. Chagin, C. S. Bold, Lothar Schermelleh, U. C. Müller, M. Cristina Cardoso, Karl Rohr
Deep Neural Network for 3D Particle Detection in 3D Fluorescence Microscopy Images via Density Map Regression. ISBI (2022)
Christian Ritter, Roman Spilger, J.-Y. Lee, Ralf Bartenschlager, Karl Rohr
Deep Learning For Particle Detection And Tracking In Fluorescence Microscopy Images. ISBI (2021)
Roman Spilger, Ji Young Lee, Vadim O. Chagin, Lothar Schermelleh, M. Cristina Cardoso, Ralf Bartenschlager, Karl Rohr
Deep probabilistic tracking of particles in fluorescence microscopy images. Medical Image Anal. 72 (2021)
Roman Spilger, J. Hellgoth, Ji Young Lee, S. Hänselmann, Dirk-Peter Herten, Ralf Bartenschlager, Karl Rohr
Tracking of Particles in Fluorescence Microscopy Images Using a Spatial Distance Model for Brownian Motion. ISBI (2020)
Roman Spilger, Andrea Imle, Ji Young Lee, Barbara Müller, Oliver T. Fackler, Ralf Bartenschlager, Karl Rohr
A Recurrent Neural Network for Particle Tracking in Microscopy Images Using Future Information, Track Hypotheses, and Multiple Detections. IEEE Trans. Image Process. 29 (2020)
Roman Spilger, Tobias Schwackenhofer, Charlotte Kaspar, Ilka B. Bischofs, Karl Rohr
Deep Segmentation of Bacteria at Different Stages of the Life Cycle. Bildverarbeitung für die Medizin (2020)
Roman Spilger, Thomas Wollmann, Yu Qiang, Andrea Imle, Ji Young Lee, Barbara Müller, Oliver T. Fackler, Ralf Bartenschlager, Karl Rohr
Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning. DLMIA/ML-CDS@MICCAI (2018)