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201 lines (174 loc) · 8.21 KB
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/*
* Copyright (C) 2018-2020 HERE Europe B.V.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
* SPDX-License-Identifier: Apache-2.0
* License-Filename: LICENSE
*/
//
// Created by Mitra, Aniket on 2019-06-17.
//
#include <array>
#include "catch2/catch.hpp"
#if CGAL_BACKEND_ENABLED
#include "movetk/geom/CGALTraits.h"
#else
#include "movetk/geom/BoostGeometryTraits.h"
#endif
#include "movetk/geom/GeometryInterface.h"
#include "movetk/metric/DistanceInterface.h"
#include "movetk/utils/Iterators.h"
#include "movetk/utils/TrajectoryUtils.h"
#include "movetk/metric/Norm.h"
using namespace std;
#if CGAL_BACKEND_ENABLED
//==============================
// Define the Number Type
// For the CGAL backend,
// One can choose from the
// following number types
typedef long double NT;
//typedef CGAL::Mpzf NT;
//typedef CGAL::Gmpfr NT;
//typedef CGAL::Gmpq NT;
//==============================
//==============================
// Define the Dimensions
// It is possible to choose
// a higher dimension
const static size_t dimensions = 2;
//const size_t dimensions = 7;
//==============================
//==============================
// Define the Geometry Backend
typedef movetk_support::CGALTraits<NT, dimensions> CGAL_GeometryBackend;
//Using the Geometry Backend define the Movetk Geometry Kernel
typedef movetk_core::MovetkGeometryKernel<
typename CGAL_GeometryBackend::Wrapper_CGAL_Geometry>
MovetkGeometryKernel;
#else
//==============================
// Define the Number Type
// For the Boost Backend
typedef long double NT;
//==============================
//==============================
// Define the Dimensions
// It is possible to choose
// a higher dimension
// Note: Boost Geometry Adapter supports geometry in two
// dimensions only
const static size_t dimensions = 2;
//==============================
//==============================
// Define the Geometry Backend
typedef movetk_support::BoostGeometryTraits<long double, dimensions> Boost_Geometry_Backend;
//Using the Geometry Backend define the Movetk Geometry Kernel
typedef movetk_core::MovetkGeometryKernel<typename Boost_Geometry_Backend::Wrapper_Boost_Geometry> MovetkGeometryKernel;
//==============================
#endif
typedef movetk_support::FiniteNorm<MovetkGeometryKernel, 2> Norm;
TEST_CASE("Check Discrete Frechet 1", "[discrete_frechet_1]")
{
movetk_core::MakePoint<MovetkGeometryKernel> make_point;
typedef std::vector<MovetkGeometryKernel::MovetkPoint> PolyLine;
PolyLine polyline1({make_point({0, 0}), make_point({1, 1}), make_point({1, 2}),
make_point({2, 1}), make_point({2, 2})});
PolyLine polyline2({make_point({1, 0}), make_point({0, 1}), make_point({1, 1}),
make_point({2, 1}), make_point({3, 1})});
movetk_core::ComputeDiscreteFrechetDistance<MovetkGeometryKernel, Norm> discrete_frechet;
MovetkGeometryKernel::NT distance = discrete_frechet(std::begin(polyline1), std::end(polyline1),
std::begin(polyline2), std::end(polyline2));
std::cout << distance << "\n";
REQUIRE(std::abs(distance - 1.41421) < MOVETK_EPS);
}
TEST_CASE("Check Discrete Frechet 2", "[discrete_frechet_2]")
{
movetk_core::MakePoint<MovetkGeometryKernel> make_point;
typedef std::vector<MovetkGeometryKernel::MovetkPoint> PolyLine;
PolyLine polyline1({make_point({7, 10.5}), make_point({11, 10.5}),
make_point({11, 7}), make_point({7, 7}),
make_point({7, 10})});
PolyLine polyline2({make_point({7.09, 10.2}), make_point({10.80, 10.19}),
make_point({10.799, 7.312}), make_point({7.197, 7.312}),
make_point({7.203, 9.813}), make_point({10.6, 9.813}),
make_point({10.6, 7.505}), make_point({7.5, 7.5}),
make_point({7.5, 9.5})});
movetk_core::ComputeDiscreteFrechetDistance<MovetkGeometryKernel, Norm> discrete_frechet;
MovetkGeometryKernel::NT distance = discrete_frechet(std::begin(polyline1), std::end(polyline1),
std::begin(polyline2), std::end(polyline2));
std::cout << distance << "\n";
REQUIRE(std::abs(distance - 4.38007) < MOVETK_EPS);
}
TEST_CASE("Check Discrete Frechet 3", "[discrete_frechet_3]")
{
movetk_core::MakePoint<MovetkGeometryKernel> make_point;
typedef std::vector<MovetkGeometryKernel::MovetkPoint> PolyLine;
PolyLine polyline1({make_point({27, 15}), make_point({26, 16}),
make_point({26.986, 15.596}), make_point({25, 18}),
make_point({27.220, 16.389}), make_point({24.483, 20.207}),
make_point({28.1394, 16.695}), make_point({28.481, 21.03}),
make_point({30, 17}), make_point({31.799, 20.817}),
make_point({31.1023, 17.454}), make_point({33.488, 19.073}),
make_point({31.13, 16.324}), make_point({32.483, 16.449}),
make_point({30.934, 15.4731})});
PolyLine polyline2({make_point({26.33, 14.705}), make_point({26.24, 16.15}),
make_point({25.84, 17.607}), make_point({26.818, 18.347}),
make_point({29.26, 19.533}), make_point({31.674, 18.87}),
make_point({32.511, 17.482}), make_point({33.0417, 16.184}),
make_point({26.98, 15.33}), make_point({26.344, 17.287}),
make_point({27.223, 17.789}), make_point({29.107, 18.57}),
make_point({31.004, 18.375}), make_point({31.9116, 17.747}),
make_point({31.799, 16.536}), make_point({27.655, 16.449}),
make_point({28.395, 17.817}), make_point({30.6, 17.859})});
movetk_core::ComputeDiscreteFrechetDistance<MovetkGeometryKernel, Norm> discrete_frechet;
MovetkGeometryKernel::NT distance = discrete_frechet(std::begin(polyline1), std::end(polyline1),
std::begin(polyline2), std::end(polyline2));
std::cout << distance << "\n";
REQUIRE(std::abs(distance - 3.66725) < MOVETK_EPS);
}
TEST_CASE("Check Discrete Frechet 4", "[discrete_frechet_4]")
{
movetk_core::MakePoint<MovetkGeometryKernel> make_point;
typedef std::vector<MovetkGeometryKernel::MovetkPoint> PolyLine;
PolyLine polyline1({make_point({3, 7}), make_point({6, 5}),
make_point({10, 8}), make_point({10.68, 9.76}),
make_point({13, 6}), make_point({15, 9}),
make_point({16, 5}), make_point({19, 6})});
PolyLine polyline2({make_point({4, 5}), make_point({8.68, 6.08}),
make_point({9, 9}), make_point({11, 7}),
make_point({14, 4}), make_point({18, 7})});
PolyLine polyline3({make_point({3, 6}), make_point({6, 6}),
make_point({10, 6}), make_point({12, 6}),
make_point({15, 6}), make_point({18, 6}),
make_point({20, 6})});
std::vector<PolyLine> polylines({{polyline1}, {polyline2}, {polyline3}});
typedef std::vector<typename MovetkGeometryKernel::NT> pairwise_distances;
typedef std::vector<pairwise_distances> distance_matrix;
distance_matrix mat;
movetk_core::ComputeDiscreteFrechetDistance<MovetkGeometryKernel, Norm> discrete_frechet;
MovetkGeometryKernel::NT distance = discrete_frechet(std::cbegin(polylines), std::cend(polylines), mat);
std::cout << "{";
for (auto row : mat)
{
std::cout << "{";
for (auto value : row)
{
std::cout << value << ",";
}
std::cout << "};";
}
std::cout << "}\n";
std::cout << "Distance: " << distance << "\n";
}