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// Copyright (c) 2007-09 INRIA Sophia-Antipolis (France).
// All rights reserved.
//
// This file is part of CGAL (www.cgal.org).
//
// $URL: https://github.com/CGAL/cgal/blob/v6.1/Point_set_processing_3/include/CGAL/grid_simplify_point_set.h $
// $Id: include/CGAL/grid_simplify_point_set.h b26b07a1242 $
// SPDX-License-Identifier: GPL-3.0-or-later OR LicenseRef-Commercial
//
// Author(s) : Nader Salman and Laurent Saboret
#ifndef CGAL_GRID_SIMPLIFY_POINT_SET_H
#define CGAL_GRID_SIMPLIFY_POINT_SET_H
#include <CGAL/license/Point_set_processing_3.h>
#include <CGAL/disable_warnings.h>
#include <CGAL/property_map.h>
#include <CGAL/Kernel_traits.h>
#include <CGAL/assertions.h>
#include <CGAL/Iterator_range.h>
#include <functional>
#include <boost/functional/hash.hpp>
#include <CGAL/Named_function_parameters.h>
#include <CGAL/boost/graph/named_params_helper.h>
#include <iterator>
#include <deque>
#include <algorithm>
#include <cmath>
#include <unordered_set>
#include <unordered_map>
namespace CGAL {
// ----------------------------------------------------------------------------
// Private section
// ----------------------------------------------------------------------------
/// \cond SKIP_IN_MANUAL
namespace internal {
// Round number to multiples of epsilon
inline double round_epsilon(double value, double epsilon)
{
return std::floor(value / epsilon);
}
/// Utility class for grid_simplify_point_set(): Hash_epsilon_points_3
/// defines a 3D point hash / 2 points are equal iff they belong to
/// the same cell of a grid of cell size = epsilon.
template <class Point_3, class PointMap>
struct Hash_epsilon_points_3
{
private:
double m_epsilon;
PointMap point_map;
typedef typename boost::property_traits<PointMap>::value_type Point;
public:
Hash_epsilon_points_3 (double epsilon, PointMap p_map)
: m_epsilon (epsilon), point_map(p_map)
{
CGAL_precondition(epsilon > 0);
}
std::size_t operator() (const Point_3& a) const
{
const Point& pa = get(point_map,a);
std::size_t result = boost::hash_value(round_epsilon(pa.x(), m_epsilon));
boost::hash_combine(result, boost::hash_value(round_epsilon(pa.y(), m_epsilon)));
boost::hash_combine(result, boost::hash_value(round_epsilon(pa.z(), m_epsilon)));
return result;
}
};
/// Utility class for grid_simplify_point_set(): Hash_epsilon_points_3
/// defines a 3D point equality / 2 points are equal iff they belong
/// to the same cell of a grid of cell size = epsilon.
template <class Point_3, class PointMap>
struct Equal_epsilon_points_3
{
private:
const double m_epsilon;
PointMap point_map;
typedef typename boost::property_traits<PointMap>::value_type Point;
public:
Equal_epsilon_points_3 (const double& epsilon, PointMap p_map)
: m_epsilon (epsilon), point_map(p_map)
{
CGAL_precondition(epsilon > 0);
}
bool operator() (const Point_3& a, const Point_3& b) const
{
const Point& pa = get(point_map,a);
const Point& pb = get(point_map,b);
double ra = round_epsilon(pa.x(), m_epsilon);
double rb = round_epsilon(pb.x(), m_epsilon);
if (ra != rb)
return false;
ra = round_epsilon(pa.y(), m_epsilon);
rb = round_epsilon(pb.y(), m_epsilon);
if (ra != rb)
return false;
ra = round_epsilon(pa.z(), m_epsilon);
rb = round_epsilon(pb.z(), m_epsilon);
return ra == rb;
}
};
template <typename Point_3, typename PointMap, typename UseMap>
using Epsilon_point_set_3_base
= typename std::conditional
<UseMap::value,
std::unordered_map<Point_3, std::size_t,
internal::Hash_epsilon_points_3<Point_3, PointMap>,
internal::Equal_epsilon_points_3<Point_3, PointMap> >,
std::unordered_set<Point_3,
internal::Hash_epsilon_points_3<Point_3, PointMap>,
internal::Equal_epsilon_points_3<Point_3, PointMap> > >::type;
/// Utility class for grid_simplify_point_set():
/// 3D points set which allows at most 1 (or N) point per cell
/// of a grid of cell size = epsilon.
///
/// Warning:
/// This class is a container sorted wrt points position
/// => you should not modify directly the order or the position of points.
template <class Point_3, class PointMap, class UseMap>
class Epsilon_point_set_3 : public internal::Epsilon_point_set_3_base<Point_3, PointMap, UseMap>
{
private:
// superclass
using Base = internal::Epsilon_point_set_3_base<Point_3, PointMap, UseMap>;
unsigned int min_points_per_cell;
public:
Epsilon_point_set_3 (double epsilon, PointMap point_map, unsigned int min_points_per_cell = 1)
: Base(10, internal::Hash_epsilon_points_3<Point_3, PointMap>(epsilon, point_map),
internal::Equal_epsilon_points_3<Point_3, PointMap>(epsilon, point_map))
, min_points_per_cell (min_points_per_cell)
{
CGAL_precondition(epsilon > 0);
}
bool insert (const Point_3& p)
{
return insert (p, UseMap());
}
private:
bool insert (const Point_3& p, const Tag_true&)
{
auto iter = Base::insert(std::make_pair (p, 0));
iter.first->second ++;
return iter.first->second == min_points_per_cell;
}
bool insert (const Point_3& p, const Tag_false&)
{
return Base::insert (p).second;
}
};
} /* namespace internal */
/// \endcond
// ----------------------------------------------------------------------------
// Public section
// ----------------------------------------------------------------------------
/**
\ingroup PkgPointSetProcessing3Algorithms
Merges points which belong to the same cell of a grid of cell size = `epsilon`.
This method modifies the order of input points so as to pack all remaining points first,
and returns an iterator over the first point to remove (see erase-remove idiom).
For this reason it should not be called on sorted containers.
\pre `epsilon > 0`
\tparam PointRange is a model of `Range`. The value type of
its iterator is the key type of the named parameter `point_map`.
\param points input point range
\param epsilon tolerance value when merging 3D points.
\param np an optional sequence of \ref bgl_namedparameters "Named Parameters" among the ones listed below
\cgalNamedParamsBegin
\cgalParamNBegin{point_map}
\cgalParamDescription{a property map associating points to the elements of the point set `points`}
\cgalParamType{a model of `ReadWritePropertyMap` whose key type is the value type
of the iterator of `PointRange` and whose value type is `geom_traits::Point_3`}
\cgalParamDefault{`CGAL::Identity_property_map<geom_traits::Point_3>`}
\cgalParamNEnd
\cgalParamNBegin{min_points_per_cell}
\cgalParamDescription{minimum number of points in a cell such
that a point in this cell is kept after simplification}
\cgalParamType{unsigned int}
\cgalParamDefault{1}
\cgalParamExtra{If a value greater than 1 is used, the
algorithm also acts as an outlier filtering algorithm, by removing
low-density areas.}
\cgalParamNEnd
\cgalParamNBegin{geom_traits}
\cgalParamDescription{an instance of a geometric traits class}
\cgalParamType{a model of `Kernel`}
\cgalParamDefault{a \cgal Kernel deduced from the point type, using `CGAL::Kernel_traits`}
\cgalParamNEnd
\cgalNamedParamsEnd
\return iterator over the first point to remove.
*/
template <typename PointRange, typename NamedParameters = parameters::Default_named_parameters>
typename PointRange::iterator
grid_simplify_point_set(
PointRange& points,
double epsilon,
const NamedParameters& np = parameters::default_values())
{
using parameters::choose_parameter;
using parameters::get_parameter;
typedef Point_set_processing_3_np_helper<PointRange, NamedParameters> NP_helper;
typedef typename NP_helper::Point_map PointMap;
PointMap point_map = NP_helper::get_point_map(points, np);
unsigned int min_points_per_cell = choose_parameter(get_parameter(np, internal_np::min_points_per_cell), 1);
// actual type of input points
typedef typename std::iterator_traits<typename PointRange::iterator>::value_type Enriched_point;
CGAL_precondition(epsilon > 0);
if (min_points_per_cell == 1)
{
// Merges points which belong to the same cell of a grid of cell size = epsilon.
// Keep 1 point per occupied cell
internal::Epsilon_point_set_3<Enriched_point, PointMap, Tag_false> point_set(epsilon, point_map);
return std::partition (points.begin(), points.end(), [&](const auto& p) -> bool { return point_set.insert(p); });
}
// else
// Merges points which belong to the same cell of a grid of cell size = epsilon.
// Keep 1 point per cell occupied by at least `min_points_per_cell` points
internal::Epsilon_point_set_3<Enriched_point, PointMap, Tag_true> point_set(epsilon, point_map, min_points_per_cell);
return std::partition (points.begin(), points.end(), [&](const auto& p) -> bool { return point_set.insert(p); });
}
} //namespace CGAL
#include <CGAL/enable_warnings.h>
#endif // CGAL_GRID_SIMPLIFY_POINT_SET_H
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