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How to get precise surface representation of XYZ point data

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Pavel Onishchenko
Pavel Onishchenko le 18 Août 2020
Hello everyone,
I`m trying to create algorithm for aortic valve leaflets generation. At this moment i`m facing with this problem: cant convert XYZ data (vector Mx3 with coordinates of each vertex, where M is generated in construction step, in some case >10000) to surface. Methods like delaunayTriangulation, B-splines, etc cannot precisely represent surface:
1) total view of leaflet generated with Delaunay and then Triangulation
2) elemens of this triangulation
so-so results i`ll get with alphaShape, but still get bad elements and some of vertex get lost:
Problem with alphaShape in aplha: large values gives vertex lost, small - holles. Results with alpha = criticalAlpha(shp, 'all-points') and 'one-region' doesnt satisfy me.
I am want to automaticly generate precise triangulation of my vertexes like it doing Materialize 3-matic with "Mesh data" tool whitch build surface from point cloud:
I`m sorry, English is not my native language.
Thanks for your support!
upd: XYZ files for tests
  1 commentaire
Pavel Onishchenko
Pavel Onishchenko le 2 Sep 2020
looks like i sove this problem.
Create equal stepped point cloud than perform AlphaShape with alpha = criticalAlpha * 1.1. This small increase of alpha allow me remove holes.

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