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Laboratoire d'InfoRmatique en Image et Systèmes d'information

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Laboratoire d'InfoRmatique en Image et Systèmes d'information
UMR 5205 CNRS / INSA Lyon / Université Claude Bernard Lyon 1 / Université Lumière Lyon 2 / École Centrale de Lyon
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Matthieu Heitz


PhD student

Team Geometry Processing and Constrained Optimization
Institution Claude Bernard University of Lyon 1
Location Nautibus (Université Lyon1)
E-mail matthieu.heitz at
Contact details Publications Thesis
Subject Eulerian methods for inverse problems using optimal transport
Abstract This project will develop numerical methods for solving important problems in computer graphics and vision via the optimal mass transport theory. These problems relate to probability distributions (e.g. histograms) , and can be advantageously written and solved via regressions with loss functions involving optimal transport. These problems include data fitting, supervised learning or statistical inference.
Advisor David Coeurjolly
Advisor Nicolas Bonneel

Last update : 2018-01-22 08:02:18