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-rw-r--r--include/gudhi/distance_functions.h52
1 files changed, 51 insertions, 1 deletions
diff --git a/include/gudhi/distance_functions.h b/include/gudhi/distance_functions.h
index 3a5d1fd5..5ef12f2e 100644
--- a/include/gudhi/distance_functions.h
+++ b/include/gudhi/distance_functions.h
@@ -4,7 +4,7 @@
*
* Author(s): Clément Maria
*
- * Copyright (C) 2014 INRIA
+ * Copyright (C) 2014 Inria
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
@@ -25,7 +25,10 @@
#include <gudhi/Debug_utils.h>
+#include <gudhi/Miniball.hpp>
+
#include <boost/range/metafunctions.hpp>
+#include <boost/range/size.hpp>
#include <cmath> // for std::sqrt
#include <type_traits> // for std::decay
@@ -68,6 +71,53 @@ class Euclidean_distance {
}
};
+/** @brief Compute the radius of the minimal enclosing ball between Points given by a range of coordinates.
+ * The points are assumed to have the same dimension. */
+class Minimal_enclosing_ball_radius {
+ public:
+ /** \brief Minimal_enclosing_ball_radius from two points.
+ *
+ * @param[in] point_1 First point.
+ * @param[in] point_2 second point.
+ * @return The minimal enclosing ball radius for the two points (aka. Euclidean distance / 2.).
+ *
+ * \tparam Point must be a range of Cartesian coordinates.
+ *
+ */
+ template< typename Point >
+ typename std::iterator_traits<typename boost::range_iterator<Point>::type>::value_type
+ operator()(const Point& point_1, const Point& point_2) const {
+ return Euclidean_distance()(point_1, point_2) / 2.;
+ }
+ /** \brief Minimal_enclosing_ball_radius from a point cloud.
+ *
+ * @param[in] point_cloud The points.
+ * @return The minimal enclosing ball radius for the points.
+ *
+ * \tparam Point_cloud must be a range of points with Cartesian coordinates.
+ * Point_cloud is a range over a range of Coordinate.
+ *
+ */
+ template< typename Point_cloud,
+ typename Point_iterator = typename boost::range_const_iterator<Point_cloud>::type,
+ typename Point = typename std::iterator_traits<Point_iterator>::value_type,
+ typename Coordinate_iterator = typename boost::range_const_iterator<Point>::type,
+ typename Coordinate = typename std::iterator_traits<Coordinate_iterator>::value_type>
+ Coordinate
+ operator()(const Point_cloud& point_cloud) const {
+ using Min_sphere = Miniball::Miniball<Miniball::CoordAccessor<Point_iterator, Coordinate_iterator>>;
+
+ Min_sphere ms(boost::size(*point_cloud.begin()), point_cloud.begin(), point_cloud.end());
+#ifdef DEBUG_TRACES
+ std::cout << "Minimal_enclosing_ball_radius = " << std::sqrt(ms.squared_radius()) << " | nb points = "
+ << boost::size(point_cloud) << " | dimension = "
+ << boost::size(*point_cloud.begin()) << std::endl;
+#endif // DEBUG_TRACES
+
+ return std::sqrt(ms.squared_radius());
+ }
+};
+
} // namespace Gudhi
#endif // DISTANCE_FUNCTIONS_H_