CORDIS Project
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The project aims to advance Optimal Transport theory for practical applications in imaging sciences. By developing efficient algorithms, it seeks to enable large-scale computations that can enhance areas like computer graphics and neuroimaging.
Optimal Transport (OT) theory provides a powerful framework to manipulate probability distributions using simple and intuitive geometric principles. OT distances compare favorably to all other alternatives, notably Euclidean metrics or information divergences, whose outputs are particularly sensitive to changes in quantization and are not suitable to compare point clouds.
Because of these and many more favorable properties, OT should be a standard tool in imaging sciences where probability distr…
CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
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