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Isotopic implicit surface meshing

Authors: Boissonnat, Jean-Daniel; Cohen-Steiner, David; Vegter, Gert;

Isotopic implicit surface meshing

Abstract

This paper algorithmically solves the problem of finding an approximating isotopic simplicial surface for a compact regular level set \([f=0]\) of a \(C^2\) function \(f\) defined in space. This topic is highly relevant for computing and visualization, unfortunately the authors mention that they have not yet implemented their algorithm. The basic setting is a suitable simplicial decomposition \(T\) of the domain of interest and \(f\)'s associated piecewise-linear interpolant \(\widehat f\). The main theorem is as follows: Supposing \(f\), \(T\) are generic in a well-specified way, consider a subcomplex \(W\leq T\) such that \(f\neq 0\) in \(\partial W\), neither \(f\) nor \(\widehat f\) has critical points in \(W\), \(W\) collapses to \([\widehat f=0]\), and such that \(f,\widehat f\) have the same index in each component of \(W^c\). Then \([f=0]\) and \([\widehat f=0]\) are isotopic in \(W\), with a bound on their Hausdorff distance. It is further shown how to construct \(W\) from given \(f\) and \(T\) (`watershed' construction). The algorithm itself proceeds iteratively, and is initialized by using a hierarchical octree decomposition of the domain into boxes such that for each box either \(f\neq 0\) or \(\nabla f\neq 0\). For that purpose it is assumed that \(f\) is accessible via interval arithmetic and questions regarding nonvanishing of \(f,\nabla f\) can be answered. Proofs rely on the smooth and stratified Morse theories as well as on an appropriate discrete concept of critical points and Morse theory.

Countries
France, Netherlands, France
Keywords

algorithm, simplicial decomposition, critical points, Computational Topology, computational topology, isotopic simplicial surface, Abstract critical point theory (Morse theory, Lyusternik-Shnirel'man theory, etc.) in infinite-dimensional spaces, Topology, Computational geometry, mesh generation, [INFO.INFO-CG] Computer Science [cs]/Computational Geometry [cs.CG], meshing, implicit surfaces, Numerical aspects of computer graphics, image analysis, and computational geometry, Morse theory, Triangulations, Meshing, Algorithms, implicit surface

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
36
Top 10%
Top 10%
Top 10%
Green
bronze