sac_model_perpendicular_plane.h

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#pragma once
 
#include <pcl/sample_consensus/sac_model_plane.h>
 
namespace pcl
{
  /** \brief SampleConsensusModelPerpendicularPlane defines a model for 3D plane segmentation using additional
    * angular constraints. The plane must be perpendicular to a user-specified axis (\ref setAxis), up to a user-specified angle threshold (\ref setEpsAngle).
    * In other words, the plane <b>normal</b> must be (nearly) <b>parallel</b> to the specified axis.
    * The model coefficients are defined as:
    *   - \b a : the X coordinate of the plane's normal (normalized)
    *   - \b b : the Y coordinate of the plane's normal (normalized)
    *   - \b c : the Z coordinate of the plane's normal (normalized)
    *   - \b d : the fourth <a href="http://mathworld.wolfram.com/HessianNormalForm.html">Hessian component</a> of the plane's equation
    * 
    * 
    * Code example for a plane model, perpendicular (within a 15 degrees tolerance) with the Z axis:
    * \code
    * SampleConsensusModelPerpendicularPlane<pcl::PointXYZ> model (cloud);
    * model.setAxis (Eigen::Vector3f (0.0, 0.0, 1.0));
    * model.setEpsAngle (pcl::deg2rad (15));
    * \endcode
    *
    * \note Please remember that you need to specify an angle > 0 in order to activate the axis-angle constraint!
    *
    * \author Radu B. Rusu
    * \ingroup sample_consensus
    */
  template <typename PointT>
  class SampleConsensusModelPerpendicularPlane : public SampleConsensusModelPlane<PointT>
  {
    public:
      using SampleConsensusModel<PointT>::model_name_;
 
      using PointCloud = typename SampleConsensusModelPlane<PointT>::PointCloud;
      using PointCloudPtr = typename SampleConsensusModelPlane<PointT>::PointCloudPtr;
      using PointCloudConstPtr = typename SampleConsensusModelPlane<PointT>::PointCloudConstPtr;
 
      using Ptr = shared_ptr<SampleConsensusModelPerpendicularPlane<PointT> >;
      using ConstPtr = shared_ptr<const SampleConsensusModelPerpendicularPlane<PointT>>;
 
      /** \brief Constructor for base SampleConsensusModelPerpendicularPlane.
        * \param[in] cloud the input point cloud dataset
        * \param[in] random if true set the random seed to the current time, else set to 12345 (default: false)
        */
      SampleConsensusModelPerpendicularPlane (const PointCloudConstPtr &cloud,
                                              bool random = false) 
        : SampleConsensusModelPlane<PointT> (cloud, random)
        , axis_ (Eigen::Vector3f::Zero ())
        , eps_angle_ (0.0)
      {
        model_name_ = "SampleConsensusModelPerpendicularPlane";
        sample_size_ = 3;
        model_size_ = 4;
      }
 
      /** \brief Constructor for base SampleConsensusModelPerpendicularPlane.
        * \param[in] cloud the input point cloud dataset
        * \param[in] indices a vector of point indices to be used from \a cloud
        * \param[in] random if true set the random seed to the current time, else set to 12345 (default: false)
        */
      SampleConsensusModelPerpendicularPlane (const PointCloudConstPtr &cloud, 
                                              const Indices &indices,
                                              bool random = false) 
        : SampleConsensusModelPlane<PointT> (cloud, indices, random)
        , axis_ (Eigen::Vector3f::Zero ())
        , eps_angle_ (0.0)
      {
        model_name_ = "SampleConsensusModelPerpendicularPlane";
        sample_size_ = 3;
        model_size_ = 4;
      }
 
      /** \brief Empty destructor */
      ~SampleConsensusModelPerpendicularPlane () override = default;
 
      /** \brief Set the axis along which we need to search for a plane perpendicular to.
        * \param[in] ax the axis along which we need to search for a plane perpendicular to
        */
      inline void 
      setAxis (const Eigen::Vector3f &ax) { axis_ = ax; }
 
      /** \brief Get the axis along which we need to search for a plane perpendicular to. */
      inline Eigen::Vector3f 
      getAxis () const { return (axis_); }
 
      /** \brief Set the angle epsilon (delta) threshold.
        * \param[in] ea the maximum allowed difference between the plane normal and the given axis.
        * \note You need to specify an angle > 0 in order to activate the axis-angle constraint!
        */
      inline void 
      setEpsAngle (const double ea) { eps_angle_ = ea; }
 
      /** \brief Get the angle epsilon (delta) threshold. */
      inline double 
      getEpsAngle () const { return (eps_angle_); }
 
      /** \brief Select all the points which respect the given model coefficients as inliers.
        * \param[in] model_coefficients the coefficients of a plane model that we need to compute distances to
        * \param[in] threshold a maximum admissible distance threshold for determining the inliers from the outliers
        * \param[out] inliers the resultant model inliers
        */
      void 
      selectWithinDistance (const Eigen::VectorXf &model_coefficients, 
                            const double threshold, 
                            Indices &inliers) override;
 
      /** \brief Count all the points which respect the given model coefficients as inliers. 
        * 
        * \param[in] model_coefficients the coefficients of a model that we need to compute distances to
        * \param[in] threshold maximum admissible distance threshold for determining the inliers from the outliers
        * \return the resultant number of inliers
        */
      std::size_t
      countWithinDistance (const Eigen::VectorXf &model_coefficients,
                           const double threshold) const override;
 
      /** \brief Compute all distances from the cloud data to a given plane model.
        * \param[in] model_coefficients the coefficients of a plane model that we need to compute distances to
        * \param[out] distances the resultant estimated distances
        */
      void
      getDistancesToModel (const Eigen::VectorXf &model_coefficients,
                           std::vector<double> &distances) const override;
 
      /** \brief Return a unique id for this model (SACMODEL_PERPENDICULAR_PLANE). */
      inline pcl::SacModel 
      getModelType () const override { return (SACMODEL_PERPENDICULAR_PLANE); }
 
    protected:
      using SampleConsensusModel<PointT>::sample_size_;
      using SampleConsensusModel<PointT>::model_size_;
 
      /** \brief Check whether a model is valid given the user constraints.
        * \param[in] model_coefficients the set of model coefficients
        */
      bool
      isModelValid (const Eigen::VectorXf &model_coefficients) const override;
 
      /** \brief The axis along which we need to search for a plane perpendicular to. */
      Eigen::Vector3f axis_;
 
      /** \brief The maximum allowed difference between the plane normal and the given axis. */
      double eps_angle_;
  };
}
 
#ifdef PCL_NO_PRECOMPILE
#include <pcl/sample_consensus/impl/sac_model_perpendicular_plane.hpp>
#endif