Abstract
Anisotropic simplicial meshes are triangulations with elements elongated along prescribed directions. Anisotropic meshes have been shown well suited for interpolation of functions or solving PDEs. They can also significantly enhance the accuracy of a surface representation. Given a surface S endowed with a metric tensor field, we propose a new approach to generate an anisotropic mesh that approximates S with elements shaped according to the metric field. The algorithm relies on the well-established concepts of restricted Delaunay triangulation and Delaunay refinement and comes with theoretical guarantees. The star of each vertex in the output mesh is Delaunay for the metric attached to this vertex. Each facet has a good aspect ratio with respect to the metric specified at any of its vertices. The algorithm is easy to implement. It can mesh various types of surfaces like implicit surfaces, polyhedra, or isosurfaces in 3D images. It can handle complicated geometries and topologies, and very anisotropic metric fields.
- P. Alliez, D. Cohen Teiner, M. Yvinec, and M. Desbrun. 2005. Variational tetrahedral meshing. ACM Trans. Graph. 24, 617--625. Google Scholar
Digital Library
- N. Amenta and M. Bern. 1999. Surface reconstruction by Voronoi filtering. Discr. Comput. Geom. 22, 4, 481--504.Google Scholar
Cross Ref
- N. Amenta, S. Choi, T. K. Dey, and N. Leekha. 2002. A simple algorithm for homeomorphic surface reconstruction. Int. J. Comput. Geom. Appl. 12, 125--141.Google Scholar
Cross Ref
- L. Antani, C., Delage and P. Alliez. 2008. Mesh sizing with additively weighted Voronoi diagrams. In Proceedings of the 16th International Meshing Roundtable (IMR'08). Springer, 335--346.Google Scholar
- S. Azernikov and A. Fischer. 2005. Anisotropic meshing of implicit surfaces. In Proceedings of the International Conference on Shape Modeling and Applications (SMI'05). Google Scholar
Digital Library
- J.-D. Boissonnat and A. Ghosh. 2010. Manifold reconstruction using tangential Delaunay complexes. In Proceedings of the 26th Annual Symposium on Computational Geometry (SCG'10). http://hal.archives-ouvertes.fr/inria-00440337/. Google Scholar
Digital Library
- J.-D. Boissonnat and S. Oudot. 2005. Provably good sampling and meshing of surfaces. Graph. Models 67, 405--451. Google Scholar
Digital Library
- J.-D. Boissonnat, C. Wormser, and M. Yvinec. 2008. Locally uniform anisotropic meshing. In Proceedings of the 24th Annual Symposium on Computational Geometry (SCG'08). ACM Press, New York, 270--277. Google Scholar
Digital Library
- J.-D. Boissonnat, C. Wormser, and M. Yvinec. 2011. Anisotropic Delaunay mesh generation. Tech. rep. RR-7712, INRIA. https://hal.inria.fr/file/index/docid/615486/filename/RR-7712.pdf.Google Scholar
- H. Borouchaki, P. L. George, F. Hecht, P. Laug, and E. Saltel. 1997. Delaunay mesh generation governed by metric specifications. Part I algorithms. Finite Elem. Anal. Des. 25, 1--2, 61--83. Google Scholar
Digital Library
- F. Bossen and P. Heckbert. 1996. A pliant method for anisotropic mesh generation. In Proceedings of the 5th International Meshing Roundtable (IMR'96).Google Scholar
- G. D. Canas and D. J. Gortler. 2011. Orphan-free anisotropic Voronoi diagrams. Discr. Comput. Geom. 46, 3. Google Scholar
Digital Library
- F. Cazals and M. Pouget. 2005. Estimating differential quantities using polynomial fitting of osculating jets. Comput.- Aided Geom. Des. 22, 2, 121--146. Google Scholar
Digital Library
- CGAL. 2014. Computational geometry algorithms library. http://www.cgal.org.Google Scholar
- S.-W. Cheng, T. K. Dey, E. A. Ramos, and R. Wenger. 2006. Anisotropic surface meshing. In Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA'06). ACM Press, New York, 202--211. Google Scholar
Digital Library
- L. P. Chew. 1993. Guaranteed-quality mesh generation for curved surfaces. In Proceedings of the 9th Annual Symposium on Computational Geometry (SCG'93). ACM Press, New York, 274--280. Google Scholar
Digital Library
- E. F. D'azevedo, and R. B. Simpson. 1989. On optimal interpolation triangle incidences. SIAM J. Sci. Statist. Comput. 10, 6, 1063--1075. Google Scholar
Digital Library
- T. K. Dey and J. A. Levine. 2009. Delaunay meshing of piecewise smooth complexes without expensive predicates. Algor. 2, 4, 1327--1349.Google Scholar
Cross Ref
- Q. Du and D. Wang. 2005. Anisotropic centroidal Voronoi tessellations and their applications. SIAM J. Sci. Comput. 26, 3, 737--761. Google Scholar
Digital Library
- P. S. Heckbert and M. Garland. 1999. Optimal triangulation and quadric-based surface simplification. Comput. Geom. 14, 49--65. Google Scholar
Digital Library
- J. Hughes. 2003. Differential geometry of implicit surfaces in 3-space -A primer. Tech. rep., CS-03-05. Department of Computer Science, Brown University, Providence, R.I.Google Scholar
- X. Jiao, A. Colombi, X. Ni, and J. C. Hart. 2006. Anisotropic mesh adaptation for evolving triangulated surfaces. In Proceedings of the 15th International Meshing Roundtable (IMR'06). 173--190.Google Scholar
- F. Labelle and J. R. Shewchuk. 2003. Anisotropic Voronoi diagrams and guaranteed-quality anisotropic mesh generation. In Proceedings of the 19th Symposium on Computational Geometry (SCG'03). ACM Press, New York, 191--200. Google Scholar
Digital Library
- G. Leibon and D. Letscher. 2000. Delaunay triangulations and Voronoi diagrams for riemannian manifolds. In Proceedings of the 16th Symposium on Computational Geometry (SCG'00). 341--349. Google Scholar
Digital Library
- B. Levy and Y. Liu. 2010. Lp centroidal Voronoi tessellation and its applications. ACM Trans. Graph. 29, 4. Google Scholar
Digital Library
- X.-Y. Li. 2003. Generating well-shaped d-dimensional Delaunay meshes. Theor. Comput. Sci. 296, 1, 145--165. Google Scholar
Digital Library
- X.-Y. Li and S.-H. Teng. 2001. Generating well-shaped Delaunay meshed in 3D. In Proceedings of the 12th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA'01). SIAM, 28--37. Google Scholar
Digital Library
- X.-Y. Li, S.-H. Teng, and A. Ungor. 1999. Biting ellipses to generate anisotropic mesh. In Proceedings of the 8th International Meshing Roundtable (IMR'99).Google Scholar
- J.-M. Mirebeau. 2010. Optimal meshes for finite elements of arbitrary order. Construct. Approx. 32, 2, 339--383.Google Scholar
Cross Ref
- J. Schoen. 2008. Robust, guaranteed-quality anisotropic mesh generation. M.S. thesis, University of California, Berkeley.Google Scholar
- J. R. Shewchuk. 2002. What is a good linear finite element-? Interpolation, conditioning, anisotropy, and quality measures. http://www.cs.cmu.edu/~jrs/jrspapers.html.Google Scholar
- J. R. Shewchuk. 2005. Star splaying: An algorithm for repairing Delaunay triangulations and convex hulls. In Proceedings of the 21st Symposium on Computational Geometry (SCG'05). ACM Press, New York, 237--246. Google Scholar
Digital Library
Recommendations
Anisotropic Delaunay Mesh Generation
Anisotropic meshes are triangulations of a given domain in the plane or in higher dimensions, with elements elongated along prescribed directions. Anisotropic triangulations are known to be well suited for interpolation of functions or solving PDEs. Assuming ...
Delaunay Triangular Meshes in Convex Polygons
An algorithm for producing a triangular mesh in a convex polygon is presented. It is used in a method for the finite element triangulation of a complex polygonal region of the plane in which the region is decomposed into convex polygons. The interior ...
Generating well-shaped d-dimensional Delaunay meshes
Computing and combinatoricsA d-dimensional simplicial mesh is a Delaunay triangulation if the circumsphere of each of its simplices does not contain any vertices inside. A mesh is well shaped if the maximum aspect ratio of all its simplices is bounded from above by a constant. It ...





Comments