Niels Galjart

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 3

Top Topics

Multiple Hypothesis Tracking

Spatial Structure

Hyperparameters

Gaussian Process

Top Venues

Publications

Ihor Smal, Yao Yao, Niels Galjart, Erik Meijering
Facilitating Data Association In Particle Tracking Using Autoencoding And Score Matching. ISBI (2019)
Ihor Smal, Niels Galjart, Erik Meijering
Accurate estimation of intracellular dynamics and underlying spatial structures using hierarchical trajectory smoothing. ISBI (2018)
Ihor Smal, Sreya Basu, Laura Sayas, Niels Galjart, Erik Meijering
Gaussian processes for trajectory analysis in microtubule tracking applications. ISBI (2017)
Ihor Smal, Erik Meijering, Katharina Draegestein, Niels Galjart, Ilya Grigoriev, Anna Akhmanova, M. E. van Royen, Adriaan B. Houtsmuller, Wiro J. Niessen
Multiple object tracking in molecular bioimaging by Rao-Blackwellized marginal particle filtering. Medical Image Anal. 12 (6) (2008)
Ihor Smal, Katharina Draegestein, Niels Galjart, Wiro J. Niessen, Erik Meijering
Particle Filtering for Multiple Object Tracking in Dynamic Fluorescence Microscopy Images: Application to Microtubule Growth Analysis. IEEE Trans. Medical Imaging 27 (6) (2008)
Ihor Smal, Katharina Draegestein, Niels Galjart, Wiro J. Niessen, Erik Meijering
Rao-Blackwellized Marginal Particle Filtering for Multiple Object Tracking in Molecular Bioimaging. IPMI (2007)