CGAL 6.2 - dD Spatial Searching

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Spatial_searching/searching_triangulation_vertices.cpp
#include <CGAL/Exact_predicates_inexact_constructions_kernel.h>
#include <CGAL/Search_traits_3.h>
#include <CGAL/Search_traits_adapter.h>
#include <CGAL/Orthogonal_k_neighbor_search.h>
#include <CGAL/Delaunay_triangulation_3.h>
#include <CGAL/function_objects.h>
#include <boost/property_map/function_property_map.hpp>
#include <fstream>
typedef CGAL::Exact_predicates_inexact_constructions_kernel Kernel;
typedef Kernel::Point_3 Point_3;
typedef CGAL::Delaunay_triangulation_3<Kernel> Delaunay;
typedef Delaunay::Vertex_handle Vertex_handle;
struct Project {
typedef Vertex_handle argument_type;
typedef const Point_3& Point;
typedef Point result_type;
Point operator()( Vertex_handle v) const { return v->point(); }
};
typedef boost::function_property_map<Project, Vertex_handle> Vertex_point_pmap;
typedef CGAL::Search_traits_3<Kernel> Traits_base;
typedef CGAL::Search_traits_adapter<Vertex_handle,Vertex_point_pmap,Traits_base> Traits;
typedef CGAL::Orthogonal_k_neighbor_search<Traits> K_neighbor_search;
typedef K_neighbor_search::Tree Tree;
typedef Tree::Splitter Splitter;
typedef K_neighbor_search::Distance Distance;
int main(int argc, char* argv[])
{
std::ifstream in((argc>1)?argv[1]:CGAL::data_file_path("points_3/kitten.xyz"));
std::vector<Point_3> points;
Point_3 p;
while(in >> p){
points.push_back(p);
}
Delaunay dt(points.begin(), points.end());
const unsigned int K = 5;
Project project;
Vertex_point_pmap vppmap(project);
// Insert number_of_data_points in the tree
Tree tree(dt.finite_vertex_handles().begin(), dt.finite_vertex_handles().end(), Splitter(), Traits(vppmap));
// search K nearest neighbors
Point_3 query(0.0, 0.0, 0.0);
Distance tr_dist(vppmap);
K_neighbor_search search(tree, query, K,0,true,tr_dist);
std::cout <<"The "<< K << " nearest vertices to the query point at (0,0,0) are:" << std::endl;
for(K_neighbor_search::iterator it = search.begin(); it != search.end(); it++){
std::cout << "vertex " << &*(it->first) << " : " << vppmap[it->first] << " at distance "
<< tr_dist.inverse_of_transformed_distance(it->second) << std::endl;
}
return 0;
}
CGAL::Exact_predicates_inexact_constructions_kernel
CGAL::Orthogonal_k_neighbor_search
The class Orthogonal_k_neighbor_search implements approximatek-nearest and k-furthest neighbor search...
Definition: Orthogonal_k_neighbor_search.h:31
CGAL::Search_traits_3
The class Search_traits_3 can be used as a template parameter of the kd tree and the search classes.
Definition: Search_traits_3.h:19
CGAL::Search_traits_adapter
The class Search_traits_adapter can be used as a template parameter of the kd tree and the search cla...
Definition: Search_traits_adapter.h:101
Kernel::Point_3
Splitter
This is an advanced concept.
Definition: Splitter.h:22
Kernel