Approximating the Riemannian Metric from Point Clouds via Manifold Moving Least Squares

Barak Sober, Robert Ravier, Ingrid Daubechies

The approximation of both geodesic distances and shortest paths on point cloud sampled from an embedded submanifold $\mathcal{M}$ of Euclidean space has been a long-standing challe…