点云包围盒AABB/OBB的生成(1)

本篇文章主要讲pcl中如何生成点云AABB包围盒,

参考的文章pcl官网教程:http://pointclouds.org/documentation/tutorials/moment_of_inertia.php#moment-of-inertia

教程中提供了两种包围盒的生成方法:

一种是直接利用addcube进行生成立方体;

另外一种是获取每个角点的坐标,利用addLine进行划线。

主要代码:

#include 
#include 
#include 
#include 
#include 
#include 

int main (int argc, char** argv)
{
  if (argc != 2)
    return (0);
//读取
  pcl::PointCloud::Ptr cloud (new pcl::PointCloud ());
  if (pcl::io::loadPCDFile (argv[1], *cloud) == -1)
    return (-1);
//实例化一个Momentof...
  pcl::MomentOfInertiaEstimation  feature_extractor;
  feature_extractor.setInputCloud (cloud);
  feature_extractor.compute ();
//声明一些必要的变量
  std::vector  moment_of_inertia;
  std::vector  eccentricity;
  pcl::PointXYZ min_point_AABB;
  pcl::PointXYZ max_point_AABB;
  pcl::PointXYZ min_point_OBB;
  pcl::PointXYZ max_point_OBB;
  pcl::PointXYZ position_OBB;
  Eigen::Matrix3f rotational_matrix_OBB;
  float major_value, middle_value, minor_value;
  Eigen::Vector3f major_vector, middle_vector, minor_vector;
  Eigen::Vector3f mass_center;
//计算描述符和其他的特征
  feature_extractor.getMomentOfInertia (moment_of_inertia);
  feature_extractor.getEccentricity (eccentricity);
  feature_extractor.getAABB (min_point_AABB, max_point_AABB);
  feature_extractor.getOBB (min_point_OBB, max_point_OBB, position_OBB, rotational_matrix_OBB);
  feature_extractor.getEigenValues (major_value, middle_value, minor_value);
  feature_extractor.getEigenVectors (major_vector, middle_vector, minor_vector);
  feature_extractor.getMassCenter (mass_center);
//显示
  boost::shared_ptr viewer (new pcl::visualization::PCLVisualizer ("3D Viewer"));
  viewer->setBackgroundColor (0, 0, 0);
  viewer->addCoordinateSystem (1.0);
  viewer->initCameraParameters ();
  viewer->addPointCloud (cloud, "sample cloud");
//addCube方法
  viewer->addCube (min_point_AABB.x, max_point_AABB.x, min_point_AABB.y, max_point_AABB.y, min_point_AABB.z, max_point_AABB.z, 1.0, 1.0, 0.0, "AABB");//AABB盒子

  Eigen::Vector3f position (position_OBB.x, position_OBB.y, position_OBB.z);
  Eigen::Quaternionf quat (rotational_matrix_OBB);
  viewer->addCube (position, quat, max_point_OBB.x - min_point_OBB.x, max_point_OBB.y - min_point_OBB.y, max_point_OBB.z - min_point_OBB.z, "OBB");//OBB盒子
//中心的坐标
  pcl::PointXYZ center (mass_center (0), mass_center (1), mass_center (2));
  pcl::PointXYZ x_axis (major_vector (0) + mass_center (0), major_vector (1) + mass_center (1), major_vector (2) + mass_center (2));
  pcl::PointXYZ y_axis (middle_vector (0) + mass_center (0), middle_vector (1) + mass_center (1), middle_vector (2) + mass_center (2));
  pcl::PointXYZ z_axis (minor_vector (0) + mass_center (0), minor_vector (1) + mass_center (1), minor_vector (2) + mass_center (2));
  viewer->addLine (center, x_axis, 1.0f, 0.0f, 0.0f, "major eigen vector");
  viewer->addLine (center, y_axis, 0.0f, 1.0f, 0.0f, "middle eigen vector");
  viewer->addLine (center, z_axis, 0.0f, 0.0f, 1.0f, "minor eigen vector");

//addLine画线

  //Eigen::Vector3f p1 (min_point_OBB.x, min_point_OBB.y, min_point_OBB.z);
  //Eigen::Vector3f p2 (min_point_OBB.x, min_point_OBB.y, max_point_OBB.z);
  //Eigen::Vector3f p3 (max_point_OBB.x, min_point_OBB.y, max_point_OBB.z);
  //Eigen::Vector3f p4 (max_point_OBB.x, min_point_OBB.y, min_point_OBB.z);
  //Eigen::Vector3f p5 (min_point_OBB.x, max_point_OBB.y, min_point_OBB.z);
  //Eigen::Vector3f p6 (min_point_OBB.x, max_point_OBB.y, max_point_OBB.z);
  //Eigen::Vector3f p7 (max_point_OBB.x, max_point_OBB.y, max_point_OBB.z);
  //Eigen::Vector3f p8 (max_point_OBB.x, max_point_OBB.y, min_point_OBB.z);

  //p1 = rotational_matrix_OBB * p1 + position;
  //p2 = rotational_matrix_OBB * p2 + position;
  //p3 = rotational_matrix_OBB * p3 + position;
  //p4 = rotational_matrix_OBB * p4 + position;
  //p5 = rotational_matrix_OBB * p5 + position;
  //p6 = rotational_matrix_OBB * p6 + position;
  //p7 = rotational_matrix_OBB * p7 + position;
  //p8 = rotational_matrix_OBB * p8 + position;

  //pcl::PointXYZ pt1 (p1 (0), p1 (1), p1 (2));
  //pcl::PointXYZ pt2 (p2 (0), p2 (1), p2 (2));
  //pcl::PointXYZ pt3 (p3 (0), p3 (1), p3 (2));
  //pcl::PointXYZ pt4 (p4 (0), p4 (1), p4 (2));
  //pcl::PointXYZ pt5 (p5 (0), p5 (1), p5 (2));
  //pcl::PointXYZ pt6 (p6 (0), p6 (1), p6 (2));
  //pcl::PointXYZ pt7 (p7 (0), p7 (1), p7 (2));
  //pcl::PointXYZ pt8 (p8 (0), p8 (1), p8 (2));

  //viewer->addLine (pt1, pt2, 1.0, 0.0, 0.0, "1 edge");
  //viewer->addLine (pt1, pt4, 1.0, 0.0, 0.0, "2 edge");
  //viewer->addLine (pt1, pt5, 1.0, 0.0, 0.0, "3 edge");
  //viewer->addLine (pt5, pt6, 1.0, 0.0, 0.0, "4 edge");
  //viewer->addLine (pt5, pt8, 1.0, 0.0, 0.0, "5 edge");
  //viewer->addLine (pt2, pt6, 1.0, 0.0, 0.0, "6 edge");
  //viewer->addLine (pt6, pt7, 1.0, 0.0, 0.0, "7 edge");
  //viewer->addLine (pt7, pt8, 1.0, 0.0, 0.0, "8 edge");
  //viewer->addLine (pt2, pt3, 1.0, 0.0, 0.0, "9 edge");
  //viewer->addLine (pt4, pt8, 1.0, 0.0, 0.0, "10 edge");
  //viewer->addLine (pt3, pt4, 1.0, 0.0, 0.0, "11 edge");
  //viewer->addLine (pt3, pt7, 1.0, 0.0, 0.0, "12 edge");

  while(!viewer->wasStopped())
  {
    viewer->spinOnce (100);
    boost::this_thread::sleep (boost::posix_time::microseconds (100000));
  }

  return (0);
}

addCube的结果:

点云包围盒AABB/OBB的生成(1)_第1张图片

问题:点云并未进行随着OBB进行旋转。

稍微修改利用addLine画线的(AABB包围盒)结果:点云包围盒AABB/OBB的生成(1)_第2张图片

问题:在实验其他点云的时候不能运行下去

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