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PCA: two kernel test for 2D point sets

This commit is contained in:
Pierre Alliez 2008-02-11 11:44:08 +00:00
parent c56158d568
commit 7daaaebc06
2 changed files with 25 additions and 13 deletions
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4
Principal_component_analysis/include/CGAL/eigen_2.h
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@ -89,8 +89,8 @@ namespace CGALi {
// definite matrix must be real and positive // definite matrix must be real and positive
// we saturate the values if this is not the // we saturate the values if this is not the
// case for floating point computations. // case for floating point computations.
l1 = (l1 < 0.0) ? 0.0 : l1; l1 = (l1 < (FT)0.0) ? (FT)0.0 : l1;
l2 = (l2 < 0.0) ? 0.0 : l2; l2 = (l2 < (FT)0.0) ? (FT)0.0 : l2;
// sort eigen values and vectors in descendent order. // sort eigen values and vectors in descendent order.
if(l1 >= l2) if(l1 >= l2)

34
Principal_component_analysis/test/Principal_component_analysis/linear_least_squares_fitting_points_2.cpp
View File

@ -1,6 +1,4 @@
// test for the linear_least_square_fitting() functions. // test for the linear_least_square_fitting() functions.
#include <CGAL/Cartesian.h> #include <CGAL/Cartesian.h>
#include <CGAL/copy_n.h> #include <CGAL/copy_n.h>
#include <CGAL/linear_least_squares_fitting_2.h> #include <CGAL/linear_least_squares_fitting_2.h>
@ -11,18 +9,18 @@
#include <cstdlib> #include <cstdlib>
// types // types
typedef CGAL::Cartesian<double> Kernel;
typedef Kernel::FT FT;
typedef Kernel::Line_2 Line_2;
typedef Kernel::Point_2 Point_2;
typedef Kernel::Triangle_2 Triangle_2;
typedef Kernel::Vector_2 Vector_2;
// case with only one point in container // case with only one point in container
// the fitting line must be horizontal by default // the fitting line must be horizontal by default
template <typename Kernel>
void test_2D() void test_2D()
{ {
typedef Kernel::FT FT;
typedef Kernel::Line_2 Line_2;
typedef Kernel::Point_2 Point_2;
typedef Kernel::Triangle_2 Triangle_2;
typedef Kernel::Vector_2 Vector_2;
std::vector<Point_2> points; std::vector<Point_2> points;
points.push_back(Point_2(0.0,0.0)); points.push_back(Point_2(0.0,0.0));
@ -48,8 +46,15 @@ void test_2D()
// case with a point set on a horizontal segment // case with a point set on a horizontal segment
// the fitting line must be horizontal // the fitting line must be horizontal
template <typename Kernel>
void test_2D_point_set(const unsigned int nb_points) void test_2D_point_set(const unsigned int nb_points)
{ {
typedef Kernel::FT FT;
typedef Kernel::Line_2 Line_2;
typedef Kernel::Point_2 Point_2;
typedef Kernel::Triangle_2 Triangle_2;
typedef Kernel::Vector_2 Vector_2;
// create points on a horizontal segment // create points on a horizontal segment
Point_2 p(0.0,0.5); Point_2 p(0.0,0.5);
Point_2 q(1.0,0.5); Point_2 q(1.0,0.5);
@ -85,7 +90,14 @@ void test_2D_point_set(const unsigned int nb_points)
int main() int main()
{ {
std::cout << "Test 2D linear least squares fitting of points" << std::endl; std::cout << "Test 2D linear least squares fitting of points" << std::endl;
test_2D();
test_2D_point_set(100); typedef CGAL::Cartesian<double> Kernel_double;
test_2D<Kernel_double>();
test_2D_point_set<Kernel_double>(100);
typedef CGAL::Cartesian<float> Kernel_float;
test_2D<Kernel_float>();
test_2D_point_set<Kernel_float>(100);
return 0; // success return 0; // success
} }