Shape_detection/region_growing_on_point_set_3.cpp

// STL includes.
#include <string>
#include <vector>
#include <cstdlib>
#include <fstream>
#include <iostream>
#include <iterator>

// Boost includes.
#include <boost/iterator/function_output_iterator.hpp>

// CGAL includes.
#include <CGAL/Timer.h>
#include <CGAL/Random.h>
#include <CGAL/Exact_predicates_inexact_constructions_kernel.h>

#include <CGAL/Point_set_3.h>
#include <CGAL/Point_set_3/IO.h>

#include <CGAL/Shape_detection/Region_growing/Region_growing.h>
#include <CGAL/Shape_detection/Region_growing/Region_growing_on_point_set.h>

// Type declarations.
using Kernel = CGAL::Exact_predicates_inexact_constructions_kernel;

using FT       = typename Kernel::FT;
using Point_3  = typename Kernel::Point_3;
using Vector_3 = typename Kernel::Vector_3;

using Input_range = CGAL::Point_set_3<Point_3>;
using Point_map   = typename Input_range::Point_map;
using Normal_map  = typename Input_range::Vector_map;

using Neighbor_query = CGAL::Shape_detection::Point_set::K_neighbor_query<Kernel, Input_range, Point_map>;
using Region_type    = CGAL::Shape_detection::Point_set::Least_squares_plane_fit_region<Kernel, Input_range, Point_map, Normal_map>;
using Region_growing = CGAL::Shape_detection::Region_growing<Input_range, Neighbor_query, Region_type>;

using Indices      = std::vector<std::size_t>;
using Output_range = CGAL::Point_set_3<Point_3>;
using Points_3     = std::vector<Point_3>;

// Define an insert iterator.
struct Insert_point_colored_by_region_index {

  using argument_type = Indices;
  using result_type   = void;

  using Color_map =
  typename Output_range:: template Property_map<unsigned char>;

  const Input_range& m_input_range;
  const   Point_map  m_point_map;
       Output_range& m_output_range;
        std::size_t& m_number_of_regions;

  Color_map m_red, m_green, m_blue;

  Insert_point_colored_by_region_index(
    const Input_range& input_range,
    const   Point_map  point_map,
         Output_range& output_range,
          std::size_t& number_of_regions) :
  m_input_range(input_range),
  m_point_map(point_map),
  m_output_range(output_range),
  m_number_of_regions(number_of_regions) {

    m_red =
    m_output_range.template add_property_map<unsigned char>("red", 0).first;
    m_green =
    m_output_range.template add_property_map<unsigned char>("green", 0).first;
    m_blue =
    m_output_range.template add_property_map<unsigned char>("blue", 0).first;
  }

  result_type operator()(const argument_type& region) {

    CGAL::Random rand(static_cast<unsigned int>(m_number_of_regions));
    const unsigned char r =
    static_cast<unsigned char>(64 + rand.get_int(0, 192));
    const unsigned char g =
    static_cast<unsigned char>(64 + rand.get_int(0, 192));
    const unsigned char b =
    static_cast<unsigned char>(64 + rand.get_int(0, 192));

    for (const std::size_t index : region) {
      const auto& key = *(m_input_range.begin() + index);

      const Point_3& point = get(m_point_map, key);
      const auto it = m_output_range.insert(point);

      m_red[*it]   = r;
      m_green[*it] = g;
      m_blue[*it]  = b;
    }
    ++m_number_of_regions;
  }
}; // Insert_point_colored_by_region_index

int main(int argc, char *argv[]) {

  std::cout << std::endl <<
    "region_growing_on_point_set_3 example started"
  << std::endl << std::endl;

  std::cout <<
    "Note: if 0 points are loaded, please specify the path to the file data/point_set_3.xyz by hand!"
  << std::endl << std::endl;

  // Load xyz data either from a local folder or a user-provided file.
  std::ifstream in(argc > 1 ? argv[1] : "data/point_set_3.xyz");
  CGAL::set_ascii_mode(in);

  if (!in) {
    std::cout <<
    "Error: cannot read the file point_set_3.xyz!" << std::endl;
    std::cout <<
    "You can either create a symlink to the data folder or provide this file by hand."
    << std::endl << std::endl;
    return EXIT_FAILURE;
  }

  const bool with_normal_map = true;
  Input_range input_range(with_normal_map);

  in >> input_range;
  in.close();

  std::cout <<
    "* loaded "
  << input_range.size() <<
    " points with normals"
  << std::endl;

  // Default parameter values for the data file point_set_3.xyz.
  const std::size_t k                     = 12;
  const FT          max_distance_to_plane = FT(2);
  const FT          max_accepted_angle    = FT(20);
  const std::size_t min_region_size       = 50;

  // Create instances of the classes Neighbor_query and Region_type.
  Neighbor_query neighbor_query(
    input_range,
    k,
    input_range.point_map());

  Region_type region_type(
    input_range,
    max_distance_to_plane, max_accepted_angle, min_region_size,
    input_range.point_map(), input_range.normal_map());

  // Create an instance of the region growing class.
  Region_growing region_growing(
    input_range, neighbor_query, region_type);

  // Run the algorithm.
  Output_range output_range;
  std::size_t number_of_regions = 0;

  Insert_point_colored_by_region_index inserter(
     input_range, input_range.point_map(),
    output_range, number_of_regions);

  CGAL::Timer timer;

  timer.start();
  region_growing.detect(
    boost::make_function_output_iterator(inserter));
  timer.stop();

  // Print the number of found regions.
  std::cout << "* " << number_of_regions <<
    " regions have been found in " << timer.time() << " seconds"
  << std::endl;

  // Save the result to a file in the user-provided path if any.
  if (argc > 2) {

    const std::string path     = argv[2];
    const std::string fullpath = path + "regions_point_set_3.ply";

    std::ofstream out(fullpath);
    out << output_range;

    std::cout << "* found regions are saved in " << fullpath << std::endl;
    out.close();
  }

  // Get all unassigned items.
  Indices unassigned_items;
  region_growing.unassigned_items(std::back_inserter(unassigned_items));

  // Print the number of unassigned items.
  std::cout << "* " << unassigned_items.size() <<
    " points do not belong to any region"
  << std::endl;

  // Store all unassigned points.
  Points_3 unassigned_points;
  unassigned_points.reserve(unassigned_items.size());

  for (const auto index : unassigned_items) {
    const auto& key = *(input_range.begin() + index);

    const Point_3& point = get(input_range.point_map(), key);
    unassigned_points.push_back(point);
  }

  std::cout << "* " << unassigned_points.size() <<
    " unassigned points are stored"
  << std::endl;

  std::cout << std::endl <<
    "region_growing_on_point_set_3 example finished"
  << std::endl << std::endl;

  return EXIT_SUCCESS;
}