Weak and approximate curvatures of a measure: a varifold perspective

28 Jan 2020  ·  Buet Blanche, Leonardi Gian Paolo, Masnou Simon ·

By revisiting the notion of generalized second fundamental form originally introduced by Hutchinson for a special class of integral varifolds, we define a weak curvature tensor that is particularly well-suited for being extended to general varifolds of any dimension and codimension through regularization. The resulting approximate second fundamental forms are defined not only for piecewise-smooth surfaces, but also for datasets of very general type (like, e.g., point clouds)... We obtain explicitly computable formulas for both weak and approximate curvature tensors, we exhibit structural properties and prove convergence results, and lastly we provide some numerical tests on point clouds that confirm the generality and effectiveness of our approach. read more

PDF Abstract
No code implementations yet. Submit your code now


Classical Analysis and ODEs Numerical Analysis Functional Analysis Numerical Analysis