Authors: Pierre Alliez, Clément Jamin, Laurent Rineau, Stéphane Tayeb, Jane Tournois, Mariette Yvinec

fig__figure_tetmesh_knot A multi-domain tetrahedral mesh generated from a polyhedral surface with multiple surface patches. The complete triangulation is displayed, including cells that belong or do not belong to the mesh complex, surface patches, and feature edges.

Mesh Complex

This package is devoted to the representation of 3-Dimensional simplicial mesh data structures.

A 3D simplicial complex is composed of points, line segments, triangles, tetrahedra, and their corresponding combinatorial description (namely vertices, edges, faces and cells). CGAL provides 3D triangulations, that describe both the geometry and connectivity of a 3D simplicial complex, implemented in the the PkgTriangulation3 and PkgTDS3 packages.

We introduce the concept of mesh complex, that encodes extra information on top of a 3D triangulation to represent a valid simplicial complex. A mesh complex describes four subcomplexes of simplices of the support 3D triangulation, per dimension from 0 to 3:

corner vertices (0D),
feature edges (1D),
surface facets (2D),
domain cells (3D). See Figure fig__figure_c3t3_cells.

The concept MeshComplex_3InTriangulation_3 is a data structure devised to represent these three-dimensional complexes embedded in a Triangulation_3.

fig__figure_c3t3_cells (Left and Middle) A multi-domain 3D mesh is represented by its tetrahedral cells, with subdomain indices, and surface indices (depicted with different colors here). (Right) The underlying Triangulation_3 triangulates the whole convex hull of its vertices. The cells that lie outside the meshing domain are drawn in wire frame.

Examples

From Tetrahedron Soup to Triangulation_3

In the first example of this section, we build a random Delaunay_triangulation_3 and use it to build a consistent though connectivity-free tetrahedron soup. The tetrahedron soup is then put back together in a CGAL::Tetrahedral_remeshing::Remeshing_triangulation_3 before being set as the reference triangulation of a Mesh_complex_3_in_triangulation_3.

File SMDS_3/tetrahedron_soup_to_c3t3_example.cpp

#include <CGAL/Exact_predicates_inexact_constructions_kernel.h>
 
#include <CGAL/Delaunay_triangulation_3.h>
#include <CGAL/point_generators_3.h>
#include <CGAL/Tetrahedral_remeshing/Remeshing_triangulation_3.h>
#include <CGAL/Mesh_complex_3_in_triangulation_3.h>
 
#include <CGAL/tetrahedron_soup_to_triangulation_3.h>
#include <CGAL/IO/File_medit.h>
 
#include <vector>
#include <unordered_map>
 
using K = CGAL::Exact_predicates_inexact_constructions_kernel;
 
using DT3 = CGAL::Delaunay_triangulation_3<K>;
using Remeshing_triangulation = CGAL::Tetrahedral_remeshing::Remeshing_triangulation_3<K>;
using C3T3 = CGAL::Mesh_complex_3_in_triangulation_3<Remeshing_triangulation>;
 
using Point_3 = K::Point_3;
using Tetrahedron_3 = K::Tetrahedron_3;
using Vertex_handle = DT3::Vertex_handle;
using Subdomain_index = C3T3::Subdomain_index;
 
int main(int , char* [])
{
  const int nbv = 100;
 
  //a triangulation
  DT3 delaunay;
  std::unordered_map<Vertex_handle, int> v2i;
  std::vector<DT3::Point>                points(nbv);
  std::vector<Tetrahedron_3>             tetrahedra;
  std::vector<std::array<int, 4> >       tets_by_indices;
  std::vector< Subdomain_index>          subdomains;
 
  //insert random points
  CGAL::Random_points_in_cube_3<Point_3> randp(2.);
  int i = 0;
  while (i < nbv)
  {
    points[i] = *randp++;
    Vertex_handle v = delaunay.insert(points[i]);
    v2i[v] = i++;
  }
 
  tetrahedra.reserve(delaunay.number_of_finite_cells());
  tets_by_indices.reserve(delaunay.number_of_finite_cells());
  subdomains.reserve(delaunay.number_of_finite_cells());
  for (DT3::Cell_handle c : delaunay.finite_cell_handles())
  {
    tetrahedra.push_back(delaunay.tetrahedron(c));
    tets_by_indices.push_back( { v2i.at(c->vertex(0)),
                                 v2i.at(c->vertex(1)),
                                 v2i.at(c->vertex(2)),
                                 v2i.at(c->vertex(3)) } );
    subdomains.push_back(Subdomain_index(1));
  }
 
  //build triangulation from tetrahedra
  Remeshing_triangulation tr
    = CGAL::tetrahedron_soup_to_triangulation_3<Remeshing_triangulation>(tetrahedra);
 
  //build triangulation from indices
  Remeshing_triangulation tr2
    = CGAL::tetrahedron_soup_to_triangulation_3<Remeshing_triangulation>(
        points, tets_by_indices,
        CGAL::parameters::subdomain_indices(std::cref(subdomains)));
 
  //build a C3T3
  C3T3 c3t3;
  c3t3.triangulation() = tr;
 
  std::ofstream ofs("c3t3_output.mesh");
  CGAL::IO::write_MEDIT(ofs, c3t3);
 
  return EXIT_SUCCESS;
}

Input/Output Example

The example below illustrates how to use the IO functions for reading and writing a triangulation with the Medit file format (See [1] for a comprehensive description of this file format.).

File SMDS_3/c3t3_example.cpp

#include <CGAL/Exact_predicates_inexact_constructions_kernel.h>
 
#include <CGAL/Triangulation_3.h>
#include <CGAL/Triangulation_data_structure_3.h>
#include <CGAL/Simplicial_mesh_cell_base_3.h>
#include <CGAL/Simplicial_mesh_vertex_base_3.h>
#include <CGAL/Mesh_complex_3_in_triangulation_3.h>
 
#include <CGAL/tetrahedral_remeshing.h>
 
#include <CGAL/tags.h>
 
#include <CGAL/IO/File_medit.h>
#include <fstream>
 
 
using K = CGAL::Exact_predicates_inexact_constructions_kernel;
 
using Subdomain_index = int;
using Surface_patch_index = unsigned char;
using Curve_index = char;
using Corner_index = short;
 
using Cb = CGAL::Simplicial_mesh_cell_base_3<K, Subdomain_index, Surface_patch_index>;
using Vb = CGAL::Simplicial_mesh_vertex_base_3<K, Subdomain_index, Surface_patch_index,
                                                  Curve_index, Corner_index>;
 
using Tds = CGAL::Triangulation_data_structure_3<Vb, Cb, CGAL::Sequential_tag>;
using Triangulation = CGAL::Triangulation_3<K, Tds>;
 
using C3t3 = CGAL::Mesh_complex_3_in_triangulation_3<Triangulation>;
 
 
int main(int argc, char* argv[])
{
  std::cout.precision(17);
  std::cerr.precision(17);
 
  std::string filename = (argc > 1) ? std::string(argv[1])
                       : CGAL::data_file_path("meshes/elephant.mesh");
 
  Triangulation tr;
 
  std::ifstream is(filename, std::ios_base::in);
  if(!CGAL::IO::read_MEDIT(is, tr))
  {
    std::cerr << "Failed to read" << std::endl;
    return EXIT_FAILURE;
  }
 
  // [call a remeshing algorithm]
 
  std::ofstream os("after_remeshing.mesh");
  CGAL::IO::write_MEDIT(os, tr, CGAL::parameters::all_vertices(true));
  os.close();
 
  Triangulation tr2;
  std::ifstream is2("after_remeshing.mesh");
  if(!CGAL::IO::read_MEDIT(is2, tr2))
  {
    std::cerr << "Failed to read (#2)" << std::endl;
    return EXIT_FAILURE;
  }
 
  std::cout << "Done" << std::endl;
  return EXIT_SUCCESS;
}

More Examples In Other Packages

The Mesh_complex_3_in_triangulation_3 is widely used in the PkgMesh3 package. Many more examples can be found in its Mesh_3_section_examples section.

The package PkgTetrahedralRemeshing also makes use of the Mesh_complex_3_in_triangulation_3 since it serves as a post-processing for tetrahedral mesh generation. Some examples can be found in the secTetRemeshingExamples section.

Implementation History

The code of the MeshComplex_3InTriangulation_3 and its variants were initially part of the package PkgMesh3. With the meshing and remeshing processes becoming more versatile, it was moved to its own package in the release 5.6 of CGAL.