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How can graph cuts be applied for volumetric mesh generation?
Compute an unsigned distance field, e.g. by computing for each voxel the minimum / average / weighted distance to points from the input point cloud.
Create a graph from the voxel grid and propagate the voxel values to the edge weights.
Choose one point in the interior of the object as a source and the boundaries of the voxel grid as the sink. Compute a minimum weight graph cut.
Extract all faces of voxels through which edges of the cut graph pass through.
Create a graph from the voxel grid and propagate the voxel values to the edge weights.
Choose one point in the interior of the object as a source and the boundaries of the voxel grid as the sink. Compute a minimum weight graph cut.
Extract all faces of voxels through which edges of the cut graph pass through.
Karteninfo:
Autor: janisborn
Oberthema: Informatik
Thema: Computergrafik
Schule / Uni: RWTH Aachen
Ort: Aachen
Veröffentlicht: 18.05.2022