Search Results for author: Jonathan Aellen

Found 2 papers, 1 papers with code

GiNGR: Generalized Iterative Non-Rigid Point Cloud and Surface Registration Using Gaussian Process Regression

1 code implementation18 Mar 2022 Dennis Madsen, Jonathan Aellen, Andreas Morel-Forster, Thomas Vetter, Marcel Lüthi

Furthermore, we show how existing algorithms in the GiNGR framework can perform probabilistic registration to obtain a distribution of different registrations instead of a single best registration.

GPR regression

Lagrangian Flow Networks for Conservation Laws

no code implementations26 May 2023 F. Arend Torres, Marcello Massimo Negri, Marco Inversi, Jonathan Aellen, Volker Roth

We introduce Lagrangian Flow Networks (LFlows) for modeling fluid densities and velocities continuously in space and time.

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