Search Results for author: Morten Akhøj

Found 1 papers, 0 papers with code

Principal subbundles for dimension reduction

no code implementations6 Jul 2023 Morten Akhøj, James Benn, Erlend Grong, Stefan Sommer, Xavier Pennec

In this paper we demonstrate how sub-Riemannian geometry can be used for manifold learning and surface reconstruction by combining local linear approximations of a point cloud to obtain lower dimensional bundles.

Dimensionality Reduction Surface Reconstruction

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