smoothed_surfaces_keypoint.h

/*
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 *
 *  Copyright (c) 2011, Alexandru-Eugen Ichim
 *                      Willow Garage, Inc
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 * $Id$
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#pragma once
 
#include <pcl/keypoints/keypoint.h>
 
namespace pcl
{
  /** \brief
   * Based on the paper:
   *    Xinju Li and Igor Guskov
   *    Multi-scale features for approximate alignment of point-based surfaces
   *    Proceedings of the third Eurographics symposium on Geometry processing
   *    July 2005, Vienna, Austria
   *
   * \author Alexandru-Eugen Ichim
   */
  template <typename PointT, typename PointNT>
  class SmoothedSurfacesKeypoint : public Keypoint <PointT, PointT>
  {
    public:
      using Ptr = shared_ptr<SmoothedSurfacesKeypoint<PointT, PointNT> >;
      using ConstPtr = shared_ptr<const SmoothedSurfacesKeypoint<PointT, PointNT> >;
 
      using PCLBase<PointT>::input_;
      using Keypoint<PointT, PointT>::name_;
      using Keypoint<PointT, PointT>::tree_;
      using Keypoint<PointT, PointT>::keypoints_indices_;
      using Keypoint<PointT, PointT>::initCompute;
 
      using PointCloudT = pcl::PointCloud<PointT>;
      using PointCloudTConstPtr = typename PointCloudT::ConstPtr;
      using PointCloudNT = pcl::PointCloud<PointNT>;
      using PointCloudNTConstPtr = typename PointCloudNT::ConstPtr;
      using PointCloudTPtr = typename PointCloudT::Ptr;
      using KdTreePtr = typename Keypoint<PointT, PointT>::KdTreePtr;
 
      SmoothedSurfacesKeypoint ()
        : Keypoint<PointT, PointT> (),
          neighborhood_constant_ (0.5f),
          clouds_ (),
          cloud_normals_ (),
          cloud_trees_ (),
          normals_ (),
          input_scale_ (0.0f),
          input_index_ ()
      {
        name_ = "SmoothedSurfacesKeypoint";
 
        // hack to pass the initCompute () check of Keypoint - although it is never used in SmoothedSurfacesKeypoint
        Keypoint<PointT, PointT>::search_radius_ = 0.1;
      }
 
      void
      addSmoothedPointCloud (const PointCloudTConstPtr &cloud,
                             const PointCloudNTConstPtr &normals,
                             KdTreePtr &kdtree,
                             float &scale);
 
 
      void
      resetClouds ();
 
      inline void
      setNeighborhoodConstant (float neighborhood_constant) { neighborhood_constant_ = neighborhood_constant; }
 
      inline float
      getNeighborhoodConstant () { return neighborhood_constant_; }
 
      inline void
      setInputNormals (const PointCloudNTConstPtr &normals) { normals_ = normals; }
 
      inline void
      setInputScale (float input_scale) { input_scale_ = input_scale; }
 
      void
      detectKeypoints (PointCloudT &output) override;
 
    protected:
      bool
      initCompute () override;
 
    private:
      float neighborhood_constant_;
      std::vector<PointCloudTConstPtr> clouds_;
      std::vector<PointCloudNTConstPtr> cloud_normals_;
      std::vector<KdTreePtr> cloud_trees_;
      PointCloudNTConstPtr normals_;
      std::vector<std::pair<float, std::size_t> > scales_;
      float input_scale_;
      std::size_t input_index_;
 
      static bool
      compareScalesFunction (const std::pair<float, std::size_t> &a,
                             const std::pair<float, std::size_t> &b) { return a.first < b.first; }
  };
}