Search Results for author: Dennis Madsen

Found 4 papers, 3 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

A Closest Point Proposal for MCMC-based Probabilistic Surface Registration

2 code implementations ECCV 2020 Dennis Madsen, Andreas Morel-Forster, Patrick Kahr, Dana Rahbani, Thomas Vetter, Marcel Lüthi

Furthermore, in a reconstruction task, we show how to estimate the posterior distribution of missing data without assuming a fixed point-to-point correspondence.

Probabilistic Joint Face-Skull Modelling for Facial Reconstruction

no code implementations CVPR 2018 Dennis Madsen, Marcel Lüthi, Andreas Schneider, Thomas Vetter

We create a probabilistic joint face-skull model and show how to obtain a distribution of plausible face shapes given a skull shape.

Face Model Stochastic Optimization

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