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correspondence_rejection_median_distance.hpp
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38 #ifndef PCL_REGISTRATION_IMPL_CORRESPONDENCE_REJECTION_MEDIAN_DISTANCE_HPP_
39 #define PCL_REGISTRATION_IMPL_CORRESPONDENCE_REJECTION_MEDIAN_DISTANCE_HPP_
40 
41 #include <vector>
42 
44 void
46  const pcl::Correspondences& original_correspondences,
47  pcl::Correspondences& remaining_correspondences)
48 {
49  std::vector <double> dists;
50  dists.resize (original_correspondences.size ());
51 
52  for (size_t i = 0; i < original_correspondences.size (); ++i)
53  {
54  if (data_container_)
55  {
56  dists[i] = data_container_->getCorrespondenceScore (original_correspondences[i]);
57  }
58  else
59  {
60  dists[i] = original_correspondences[i].distance;
61  }
62  }
63  nth_element (dists.begin (), dists.begin () + (dists.size () / 2), dists.end ());
64  median_distance_ = dists [dists.size () / 2];
65 
66  unsigned int number_valid_correspondences = 0;
67  remaining_correspondences.resize (original_correspondences.size ());
68 
69  for (size_t i = 0; i < original_correspondences.size (); ++i)
70  {
71  if ( dists[i] < median_distance_ * factor_)
72  {
73  remaining_correspondences[number_valid_correspondences] = original_correspondences[i];
74  ++number_valid_correspondences;
75  }
76  }
77  remaining_correspondences.resize (number_valid_correspondences);
78 }
79 
80 #endif /* PCL_REGISTRATION_IMPL_CORRESPONDENCE_REJECTION_MEDIAN_DISTANCE_HPP_ */