TEST (PCL, compute3DCentroidCloudIterator)
{
pcl::PointIndices pindices;
std::vector<int> indices;
PointXYZ point;
PointCloud<PointXYZ> cloud;
Eigen::Vector4f centroid_f;
for (point.x = -1; point.x < 2; point.x += 2)
{
for (point.y = -1; point.y < 2; point.y += 2)
{
for (point.z = -1; point.z < 2; point.z += 2)
{
cloud.push_back (point);
}
}
}
cloud.is_dense = true;
indices.resize (4); // only positive y values
indices [0] = 2;
indices [1] = 3;
indices [2] = 6;
indices [3] = 7;
// Test finite data
{
ConstCloudIterator<PointXYZ> it (cloud, indices);
EXPECT_EQ (compute3DCentroid (it, centroid_f), 4);
EXPECT_EQ (centroid_f[0], 0.0f);
EXPECT_EQ (centroid_f[1], 1.0f);
EXPECT_EQ (centroid_f[2], 0.0f);
EXPECT_EQ (centroid_f[3], 1.0f);
Eigen::Vector4d centroid_d;
it.reset ();
EXPECT_EQ (compute3DCentroid (it, centroid_d), 4);
EXPECT_EQ (centroid_d[0], 0.0);
EXPECT_EQ (centroid_d[1], 1.0);
EXPECT_EQ (centroid_d[2], 0.0);
EXPECT_EQ (centroid_d[3], 1.0);
}
// Test for non-finite data
{
point.getVector3fMap() << std::numeric_limits<float>::quiet_NaN (),
std::numeric_limits<float>::quiet_NaN (),
std::numeric_limits<float>::quiet_NaN ();
cloud.push_back (point);
cloud.is_dense = false;
ConstCloudIterator<PointXYZ> it (cloud);
EXPECT_EQ (8, compute3DCentroid (it, centroid_f));
EXPECT_EQ_VECTORS (Eigen::Vector4f (0.f, 0.f, 0.f, 1.f), centroid_f);
}
}
double
BearingAngleImage::getAngle (const PointXYZ &point1, const PointXYZ &point2)
{
double a, b, c;
double theta;
const Eigen::Vector3d& p1 = point1.getVector3dMap ();
const Eigen::Vector3d& p2 = point2.getVector3dMap ();
a = p1.squaredNorm ();
b = (p1 - p2).squaredNorm ();
c = p2.squaredNorm ();
if (a != 0 && b != 0)
{
theta = acos ((a + b - c) / (2 * sqrt (a) * sqrt (b))) * 180 / M_PI;
}
else
{
theta = 0.0;
}
return theta;
}
TEST (PCL, Matrix4Affine3Transform)
{
float rot_x = 2.8827f;
float rot_y = -0.31190f;
float rot_z = -0.93058f;
Eigen::Affine3f affine;
pcl::getTransformation (0, 0, 0, rot_x, rot_y, rot_z, affine);
EXPECT_NEAR (affine (0, 0), 0.56854731f, 1e-4); EXPECT_NEAR (affine (0, 1), -0.82217032f, 1e-4); EXPECT_NEAR (affine (0, 2), -0.028107658f, 1e-4);
EXPECT_NEAR (affine (1, 0), -0.76327348f, 1e-4); EXPECT_NEAR (affine (1, 1), -0.51445758f, 1e-4); EXPECT_NEAR (affine (1, 2), -0.39082864f, 1e-4);
EXPECT_NEAR (affine (2, 0), 0.30686751f, 1e-4); EXPECT_NEAR (affine (2, 1), 0.24365838f, 1e-4); EXPECT_NEAR (affine (2, 2), -0.920034f, 1e-4);
// Approximative!!! Uses SVD internally! See http://eigen.tuxfamily.org/dox/Transform_8h_source.html
Eigen::Matrix3f rotation = affine.rotation ();
EXPECT_NEAR (rotation (0, 0), 0.56854731f, 1e-4); EXPECT_NEAR (rotation (0, 1), -0.82217032f, 1e-4); EXPECT_NEAR (rotation (0, 2), -0.028107658f, 1e-4);
EXPECT_NEAR (rotation (1, 0), -0.76327348f, 1e-4); EXPECT_NEAR (rotation (1, 1), -0.51445758f, 1e-4); EXPECT_NEAR (rotation (1, 2), -0.39082864f, 1e-4);
EXPECT_NEAR (rotation (2, 0), 0.30686751f, 1e-4); EXPECT_NEAR (rotation (2, 1), 0.24365838f, 1e-4); EXPECT_NEAR (rotation (2, 2), -0.920034f, 1e-4);
float trans_x, trans_y, trans_z;
pcl::getTransformation (0.1f, 0.2f, 0.3f, rot_x, rot_y, rot_z, affine);
pcl::getTranslationAndEulerAngles (affine, trans_x, trans_y, trans_z, rot_x, rot_y, rot_z);
EXPECT_FLOAT_EQ (trans_x, 0.1f);
EXPECT_FLOAT_EQ (trans_y, 0.2f);
EXPECT_FLOAT_EQ (trans_z, 0.3f);
EXPECT_FLOAT_EQ (rot_x, 2.8827f);
EXPECT_FLOAT_EQ (rot_y, -0.31190f);
EXPECT_FLOAT_EQ (rot_z, -0.93058f);
Eigen::Matrix4f transformation (Eigen::Matrix4f::Identity ());
transformation.block<3, 3> (0, 0) = affine.rotation ();
transformation.block<3, 1> (0, 3) = affine.translation ();
PointXYZ p (1.f, 2.f, 3.f);
Eigen::Vector3f v3 = p.getVector3fMap ();
Eigen::Vector4f v4 = p.getVector4fMap ();
Eigen::Vector3f v3t (affine * v3);
Eigen::Vector4f v4t (transformation * v4);
PointXYZ pt = pcl::transformPoint (p, affine);
EXPECT_NEAR (pt.x, v3t.x (), 1e-4); EXPECT_NEAR (pt.x, v4t.x (), 1e-4);
EXPECT_NEAR (pt.y, v3t.y (), 1e-4); EXPECT_NEAR (pt.y, v4t.y (), 1e-4);
EXPECT_NEAR (pt.z, v3t.z (), 1e-4); EXPECT_NEAR (pt.z, v4t.z (), 1e-4);
PointNormal pn;
pn.getVector3fMap () = p.getVector3fMap ();
pn.getNormalVector3fMap () = Eigen::Vector3f (0.60f, 0.48f, 0.64f);
Eigen::Vector3f n3 = pn.getNormalVector3fMap ();
Eigen::Vector4f n4 = pn.getNormalVector4fMap ();
Eigen::Vector3f n3t (affine.rotation() * n3);
Eigen::Vector4f n4t (transformation * n4);
PointNormal pnt = pcl::transformPointWithNormal (pn, affine);
EXPECT_NEAR (pnt.x, v3t.x (), 1e-4); EXPECT_NEAR (pnt.x, v4t.x (), 1e-4);
EXPECT_NEAR (pnt.y, v3t.y (), 1e-4); EXPECT_NEAR (pnt.y, v4t.y (), 1e-4);
EXPECT_NEAR (pnt.z, v3t.z (), 1e-4); EXPECT_NEAR (pnt.z, v4t.z (), 1e-4);
EXPECT_NEAR (pnt.normal_x, n3t.x (), 1e-4); EXPECT_NEAR (pnt.normal_x, n4t.x (), 1e-4);
EXPECT_NEAR (pnt.normal_y, n3t.y (), 1e-4); EXPECT_NEAR (pnt.normal_y, n4t.y (), 1e-4);
EXPECT_NEAR (pnt.normal_z, n3t.z (), 1e-4); EXPECT_NEAR (pnt.normal_z, n4t.z (), 1e-4);
PointCloud<PointXYZ> c, ct;
c.push_back (p);
pcl::transformPointCloud (c, ct, affine);
EXPECT_FLOAT_EQ (pt.x, ct[0].x);
EXPECT_FLOAT_EQ (pt.y, ct[0].y);
EXPECT_FLOAT_EQ (pt.z, ct[0].z);
pcl::transformPointCloud (c, ct, transformation);
EXPECT_FLOAT_EQ (pt.x, ct[0].x);
EXPECT_FLOAT_EQ (pt.y, ct[0].y);
EXPECT_FLOAT_EQ (pt.z, ct[0].z);
affine = transformation;
std::vector<int> indices (1); indices[0] = 0;
pcl::transformPointCloud (c, indices, ct, affine);
EXPECT_FLOAT_EQ (pt.x, ct[0].x);
EXPECT_FLOAT_EQ (pt.y, ct[0].y);
EXPECT_FLOAT_EQ (pt.z, ct[0].z);
pcl::transformPointCloud (c, indices, ct, transformation);
EXPECT_FLOAT_EQ (pt.x, ct[0].x);
EXPECT_FLOAT_EQ (pt.y, ct[0].y);
EXPECT_FLOAT_EQ (pt.z, ct[0].z);
}
#include <iostream>
#include <Eigen/Dense>
#include <typeinfo>
#include <regex>
// My includes
#include "pointxyz.h"
#include "pointcloud.h"
#include "filereader.h"
#include "filewriter.h"
#include "pointbasedregistration.h"
// Test PointXYZ template
TEST_CASE("Successful manipulation of the PointXYZ template", "[PointXYZ]") {
PointXYZ<> a;
PointXYZ<float> b;
PointXYZ<float> c;
PointXYZ<double> d;
a.x(1.0);
a.y(2.0);
a.z(3.0);
b[0] = 4.0;
b[1] = 7.0;
b[2] = 12.0;
SECTION("Retrieve and set point coordinates") {
REQUIRE(a.x() == 1.0);
REQUIRE(a.y() == 2.0);
