correspondence_rejection_distance.h

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#ifndef PCL_REGISTRATION_CORRESPONDENCE_REJECTION_DISTANCE_H_
#define PCL_REGISTRATION_CORRESPONDENCE_REJECTION_DISTANCE_H_

#include <pcl/registration/correspondence_rejection.h>
#include <pcl/point_cloud.h>
#include <pcl/kdtree/kdtree_flann.h>

namespace pcl
{
  namespace registration
  {
    class CorrespondenceRejectorDistance: public CorrespondenceRejector
    {
      using CorrespondenceRejector::input_correspondences_;
      using CorrespondenceRejector::rejection_name_;
      using CorrespondenceRejector::getClassName;

      public:

        CorrespondenceRejectorDistance () : max_distance_(std::numeric_limits<float>::max ()),
                                            data_container_ ()
        {
          rejection_name_ = "CorrespondenceRejectorDistance";
        }

        inline void 
        getRemainingCorrespondences (const pcl::Correspondences& original_correspondences, 
                                     pcl::Correspondences& remaining_correspondences);

        virtual inline void 
        setMaximumDistance (float distance) { max_distance_ = distance * distance; };

        inline float 
        getMaximumDistance () { return std::sqrt (max_distance_); };

        template <typename PointT> inline void 
        setInputCloud (const typename pcl::PointCloud<PointT>::ConstPtr &cloud)
        {
          if (!data_container_)
            data_container_.reset (new DataContainer<PointT>);
          boost::static_pointer_cast<DataContainer<PointT> > (data_container_)->setInputCloud (cloud);
        }

        template <typename PointT> inline void 
        setInputTarget (const typename pcl::PointCloud<PointT>::ConstPtr &target)
        {
          if (!data_container_)
            data_container_.reset (new DataContainer<PointT>);
          boost::static_pointer_cast<DataContainer<PointT> > (data_container_)->setInputTarget (target);
        }

      protected:

        inline void 
        applyRejection (pcl::Correspondences &correspondences)
        {
          getRemainingCorrespondences (*input_correspondences_, correspondences);
        }

        float max_distance_;

        class DataContainerInterface
        {
          public:
            virtual double getCorrespondenceScore (int index) = 0;
            virtual double getCorrespondenceScore (const pcl::Correspondence &) = 0;
        };

        template <typename PointT>
        class DataContainer : public DataContainerInterface
        {
          typedef typename pcl::PointCloud<PointT>::ConstPtr PointCloudConstPtr;
          typedef typename pcl::KdTree<PointT>::Ptr KdTreePtr;
          
          public:

            DataContainer () : input_ (), target_ ()
            {
              tree_.reset (new pcl::KdTreeFLANN<PointT>);
            }

            inline void 
            setInputCloud (const PointCloudConstPtr &cloud)
            {
              input_ = cloud;
            }

            inline void 
            setInputTarget (const PointCloudConstPtr &target)
            {
              target_ = target;
              tree_->setInputCloud (target_);
            }

            inline double 
            getCorrespondenceScore (int index)
            {
              std::vector<int> indices (1);
              std::vector<float> distances (1);
              if (tree_->nearestKSearch (input_->points[index], 1, indices, distances))
              {
                return (distances[0]);
              }
              else
                return (std::numeric_limits<double>::max ());
            }

            inline double 
            getCorrespondenceScore (const pcl::Correspondence &corr)
            {
              // Get the source and the target feature from the list
              const PointT &src = input_->points[corr.index_query];
              const PointT &tgt = target_->points[corr.index_match];

              return ((src.getVector4fMap () - tgt.getVector4fMap ()).squaredNorm ());
            }

          private:
            PointCloudConstPtr input_, target_;
            KdTreePtr tree_;
        };

        typedef boost::shared_ptr<DataContainerInterface> DataContainerPtr;

        DataContainerPtr data_container_;
    };

  }
}

#include "pcl/registration/impl/correspondence_rejection_distance.hpp"

#endif /* PCL_REGISTRATION_CORRESPONDENCE_REJECTION_DISTANCE_H_ */