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Name the two main approaches to extract the surface of a 3D object from a point cloud!
Contour Tessellation
Create a Delaunay tetrahedralization of the point cloud. Try to keep only those faces which correspond to the object surface (Voronoi Filtering)
Volumetric Approaches
Take points as samples of a volumetric representation of the mesh. Reconstruct the density function (weighted averaging, Poisson reconstruction) and extract an isosurface (Marching Cubes).
Create a Delaunay tetrahedralization of the point cloud. Try to keep only those faces which correspond to the object surface (Voronoi Filtering)
Volumetric Approaches
Take points as samples of a volumetric representation of the mesh. Reconstruct the density function (weighted averaging, Poisson reconstruction) and extract an isosurface (Marching Cubes).
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Karteninfo:
Autor: janisborn
Oberthema: Informatik
Thema: Computergrafik
Schule / Uni: RWTH Aachen
Ort: Aachen
Veröffentlicht: 18.05.2022