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Topology-adaptive interface tracking using the deformable simplicial complex
Author(s) -
Marek Krzysztof Misztal,
Jakob Andreas Bærentzen
Publication year - 2012
Publication title -
acm transactions on graphics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.153
H-Index - 218
eISSN - 1557-7368
pISSN - 0730-0301
DOI - 10.1145/2167076.2167082
Subject(s) - topology (electrical circuits) , point cloud , piecewise linear function , grid , discretization , computer science , isosurface , triangulation , simplicial complex , octree , interface (matter) , mathematics , algorithm , geometry , mathematical analysis , computer vision , artificial intelligence , pure mathematics , bubble , combinatorics , maximum bubble pressure method , parallel computing , visualization
We present a novel, topology-adaptive method for deformable interface tracking, called the Deformable Simplicial Complex (DSC). In the DSC method, the interface is represented explicitly as a piecewise linear curve (in 2D) or surface (in 3D) which is a part of a discretization (triangulation/tetrahedralization) of the space, such that the interface can be retrieved as a set of faces separating triangles/tetrahedra marked as inside from the ones marked as outside (so it is also given implicitly). This representation allows robust topological adaptivity and, thanks to the explicit representation of the interface, it suffers only slightly from numerical diffusion. Furthermore, the use of an unstructured grid yields robust adaptive resolution. Also, topology control is simple in this setting. We present the strengths of the method in several examples: simple geometric flows, fluid simulation, point cloud reconstruction, and cut locus construction.

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