CutAtDescriptorThreshold.cpp
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5 Copyright (c) 2010--2018,
6 François Pomerleau and Stephane Magnenat, ASL, ETHZ, Switzerland
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35 
37 
38 // CutAtDescriptorThresholdDataPointsFilter
39 // Constructor
40 template<typename T>
42  PointMatcher<T>::DataPointsFilter("CutAtDescriptorThresholdDataPointsFilter",
43  CutAtDescriptorThresholdDataPointsFilter::availableParameters(), params),
44  descName(Parametrizable::get<std::string>("descName")),
45  useLargerThan(Parametrizable::get<bool>("useLargerThan")),
46  threshold(Parametrizable::get<T>("threshold"))
47 {
48 }
49 
50 // Compute
51 template<typename T>
54 {
55  DataPoints output(input);
56  inPlaceFilter(output);
57  return output;
58 }
59 
60 // In-place filter
61 template<typename T>
63  DataPoints& cloud)
64 {
65  // Check field exists
66  if (!cloud.descriptorExists(descName))
67  {
68  throw InvalidField("CutAtDescriptorThresholdDataPointsFilter: Error, field not found in descriptors.");
69  }
70 
71  const int nbPointsIn = cloud.features.cols();
72  typename DataPoints::View values = cloud.getDescriptorViewByName(descName);
73 
74  // fill cloud values
75  int j = 0;
76  if (useLargerThan)
77  {
78  for (int i = 0; i < nbPointsIn; ++i)
79  {
80  const T value(values(0,i));
81  if (value <= threshold)
82  {
83  cloud.setColFrom(j, cloud, i);
84  ++j;
85  }
86  }
87  }
88  else
89  {
90  for (int i = 0; i < nbPointsIn; ++i)
91  {
92  const T value(values(0,i));
93  if (value >= threshold)
94  {
95  cloud.setColFrom(j, cloud, i);
96  ++j;
97  }
98  }
99  }
100  cloud.conservativeResize(j);
101 }
102 
CutAtDescriptorThresholdDataPointsFilter::inPlaceFilter
virtual void inPlaceFilter(DataPoints &cloud)
Apply these filters to a point cloud without copying.
Definition: CutAtDescriptorThreshold.cpp:62
DataPointsFilter
PM::DataPointsFilter DataPointsFilter
Definition: pypoint_matcher_helper.h:22
build_map.T
T
Definition: build_map.py:34
CutAtDescriptorThreshold.h
PointMatcher::DataPoints::descriptorExists
bool descriptorExists(const std::string &name) const
Look if a descriptor with a given name exist.
Definition: pointmatcher/DataPoints.cpp:583
CutAtDescriptorThresholdDataPointsFilter::Parameters
Parametrizable::Parameters Parameters
Definition: CutAtDescriptorThreshold.h:47
PointMatcher
Functions and classes that are dependant on scalar type are defined in this templatized class.
Definition: PointMatcher.h:130
CutAtDescriptorThresholdDataPointsFilter::CutAtDescriptorThresholdDataPointsFilter
CutAtDescriptorThresholdDataPointsFilter(const Parameters &params=Parameters())
Constructor, uses parameter interface.
Definition: CutAtDescriptorThreshold.cpp:41
PointMatcher::DataPoints
A point cloud.
Definition: PointMatcher.h:207
testing::internal::string
::std::string string
Definition: gtest.h:1979
PointMatcher::DataPoints::InvalidField
An exception thrown when one tries to access features or descriptors unexisting or of wrong dimension...
Definition: PointMatcher.h:250
align_sequence.params
params
Definition: align_sequence.py:13
PointMatcher::DataPoints::setColFrom
void setColFrom(Index thisCol, const DataPoints &that, Index thatCol)
Set column thisCol equal to column thatCol of that, copy features and descriptors if any....
Definition: pointmatcher/DataPoints.cpp:393
CutAtDescriptorThresholdDataPointsFilter::filter
virtual DataPoints filter(const DataPoints &input)
Apply filters to input point cloud. This is the non-destructive version and returns a copy.
Definition: CutAtDescriptorThreshold.cpp:53
PointMatcher::DataPoints::features
Matrix features
features of points in the cloud
Definition: PointMatcher.h:331
PointMatcherSupport::Parametrizable
The superclass of classes that are constructed using generic parameters. This class provides the para...
Definition: Parametrizable.h:141
std
PointMatcherSupport::get
const M::mapped_type & get(const M &m, const typename M::key_type &k)
Definition: Bibliography.cpp:57
CutAtDescriptorThresholdDataPointsFilter
Subsampling. Cut points with value of a given descriptor above or below a given threshold.
Definition: CutAtDescriptorThreshold.h:43
PointMatcher::DataPoints::View
Eigen::Block< Matrix > View
A view on a feature or descriptor.
Definition: PointMatcher.h:210
PointMatcher::DataPoints::conservativeResize
void conservativeResize(Index pointCount)
Resize the cloud to pointCount points, conserving existing ones.
Definition: pointmatcher/DataPoints.cpp:328
PointMatcher::DataPoints::getDescriptorViewByName
ConstView getDescriptorViewByName(const std::string &name) const
Get a const view on a descriptor by name, throw an exception if it does not exist.
Definition: pointmatcher/DataPoints.cpp:555


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