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Marcel Lüthi

2 accepted papers

2020

A Closest Point Proposal for MCMC-based Probabilistic Surface Registration

ECCV 2020poster

We propose to view non-rigid surface registration as a probabilistic inference problem. Given a target surface, we estimate the posterior distribution of surface registrations. We demonstrate how the posterior distribution can be used to build shape models that generalize better and show how to visu…

2018

Probabilistic Joint Face-Skull Modelling for Facial Reconstruction

CVPR 2018poster

We present a novel method for co-registration of two independent statistical shape models. We solve the problem of aligning a face model to a skull model with stochastic optimization based on Markov Chain Monte Carlo (MCMC). We create a probabilistic joint face-skull model and show how to obtain a d…