CGAL 6.1.2 - Shape Detection: Shape_detection/region_growing_lines_on_point_set_2.cpp

CGAL 6.1.2 - Shape Detection

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Shape_detection/region_growing_lines_on_point_set_2.cpp
#include <CGAL/Simple_cartesian.h>
#include <CGAL/Shape_detection/Region_growing/Region_growing.h>
#include <CGAL/Shape_detection/Region_growing/Point_set.h>
#include "include/utils.h"
#include <boost/range/irange.hpp>
// Typedefs.
using Kernel = CGAL::Simple_cartesian<double>;
using FT = typename Kernel::FT;
using Point_2 = typename Kernel::Point_2;
using Vector_2 = typename Kernel::Vector_2;
using Point_with_normal = std::pair<Point_2, Vector_2>;
using Point_set_2 = std::vector<Point_with_normal>;
// we use Compose_property_map as the property maps are expected to operate on the item type
// std::size_t passed as parameter to Sphere_neighbor_query and Least_squares_line_fit_region
using Point_map = CGAL::Compose_property_map<CGAL::Random_access_property_map<Point_set_2>,
CGAL::First_of_pair_property_map<Point_with_normal> >;
using Normal_map = CGAL::Compose_property_map<CGAL::Random_access_property_map<Point_set_2>,
CGAL::Second_of_pair_property_map<Point_with_normal> >;
using Neighbor_query = CGAL::Shape_detection::Point_set::Sphere_neighbor_query<Kernel, std::size_t, Point_map>;
using Region_type = CGAL::Shape_detection::Point_set::Least_squares_line_fit_region<Kernel, std::size_t, Point_map, Normal_map>;
using Region_growing = CGAL::Shape_detection::Region_growing<Neighbor_query, Region_type>;
int main(int argc, char *argv[]) {
// Load xyz data either from a local folder or a user-provided file.
const bool is_default_input = argc > 1 ? false : true;
std::ifstream in(is_default_input ? CGAL::data_file_path("points_3/buildings_outline.xyz") : argv[1]);
CGAL::IO::set_ascii_mode(in);
if (!in) {
std::cerr << "ERROR: cannot read the input file!" << std::endl;
return EXIT_FAILURE;
}
FT a, b, c, d, e, f;
Point_set_2 point_set_2;
while (in >> a >> b >> c >> d >> e >> f) {
point_set_2.push_back(
std::make_pair(Point_2(a, b), Vector_2(d, e)));
}
in.close();
std::cout << "* number of input points: " << point_set_2.size() << std::endl;
assert(!is_default_input || point_set_2.size() == 3634);
// Default parameter values for the data file buildings_outline.xyz.
const FT sphere_radius = FT(5);
const FT max_distance = FT(45) / FT(10);
const FT max_angle = FT(45);
const std::size_t min_region_size = 5;
Point_map point_map(CGAL::make_random_access_property_map(point_set_2));
Normal_map normal_map(CGAL::make_random_access_property_map(point_set_2));
// Create instances of the classes Neighbor_query and Region_type.
Neighbor_query neighbor_query(
boost::irange<std::size_t>(0,point_set_2.size()),
CGAL::parameters::sphere_radius(sphere_radius)
.point_map(point_map));
Region_type region_type(
CGAL::parameters::
maximum_distance(max_distance).
maximum_angle(max_angle).
minimum_region_size(min_region_size).
normal_map(normal_map).
point_map(point_map));
// Create an instance of the region growing class.
Region_growing region_growing(
boost::irange<std::size_t>(0,point_set_2.size()), neighbor_query, region_type);
// Run the algorithm.
std::vector<typename Region_growing::Primitive_and_region> regions;
region_growing.detect(std::back_inserter(regions));
std::cout << "* number of found lines: " << regions.size() << std::endl;
assert(!is_default_input || regions.size() == 72);
// Save regions to a file.
const std::string fullpath = (argc > 2 ? argv[2] : "lines_point_set_2.ply");
utils::save_point_regions_2<Kernel, std::vector<typename Region_growing::Primitive_and_region>, Point_map>(
regions, fullpath, point_map);
return EXIT_SUCCESS;
}
Point_set.h
A convenience header that includes all classes related to the region growing algorithm on a point set...
CGAL::Shape_detection::Point_set::Least_squares_line_fit_region
Region type based on the quality of the least squares line fit applied to 2D points.
Definition: Least_squares_line_fit_region.h:60
CGAL::Shape_detection::Point_set::Sphere_neighbor_query
Fuzzy sphere neighbors search in a set of 2D or 3D points.
Definition: Sphere_neighbor_query.h:57
CGAL::Shape_detection::Region_growing
Main class/entry point for running the region growing algorithm.
Definition: Region_growing.h:72
Kernel::Point_2
Kernel::Vector_2
CGAL::IO::set_ascii_mode
Mode set_ascii_mode(std::ios &s)
CGAL::parameters
Kernel
CGAL::Compose_property_map
CGAL::First_of_pair_property_map
CGAL::Second_of_pair_property_map
CGAL::Simple_cartesian