ITK  5.2.0
Insight Toolkit
itkWeightedCentroidKdTreeGenerator.h
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18 #ifndef itkWeightedCentroidKdTreeGenerator_h
19 #define itkWeightedCentroidKdTreeGenerator_h
20 
21 #include <vector>
22 
23 #include "itkSubsample.h"
24 #include "itkKdTreeGenerator.h"
25 
26 namespace itk
27 {
28 namespace Statistics
29 {
66 template <typename TSample>
67 class ITK_TEMPLATE_EXPORT WeightedCentroidKdTreeGenerator : public KdTreeGenerator<TSample>
68 {
69 public:
70  ITK_DISALLOW_COPY_AND_ASSIGN(WeightedCentroidKdTreeGenerator);
71 
77 
80 
82  itkNewMacro(Self);
83 
86  using MeasurementType = typename Superclass::MeasurementType;
87  using SubsampleType = typename Superclass::SubsampleType;
88  using SubsamplePointer = typename Superclass::SubsamplePointer;
89  using KdTreeType = typename Superclass::KdTreeType;
90  using KdTreeNodeType = typename Superclass::KdTreeNodeType;
91 
92 protected:
95 
97  ~WeightedCentroidKdTreeGenerator() override = default;
98 
99  void
100  PrintSelf(std::ostream & os, Indent indent) const override;
101 
104  GenerateNonterminalNode(unsigned int beginIndex,
105  unsigned int endIndex,
106  MeasurementVectorType & lowerBound,
107  MeasurementVectorType & upperBound,
108  unsigned int level) override;
109 
110 private:
114 }; // end of class
115 } // end of namespace Statistics
116 } // end of namespace itk
117 
118 #ifndef ITK_MANUAL_INSTANTIATION
119 # include "itkWeightedCentroidKdTreeGenerator.hxx"
120 #endif
121 
122 #endif
itk::Statistics::WeightedCentroidKdTreeGenerator
This class generates a KdTree object with centroid information.
Definition: itkWeightedCentroidKdTreeGenerator.h:67
itk::Statistics::KdTree
This class provides methods for k-nearest neighbor search and related data structures for a k-d tree.
Definition: itkKdTree.h:527
itk::Statistics::KdTreeGenerator::KdTreeNodeType
typename KdTreeType::KdTreeNodeType KdTreeNodeType
Definition: itkKdTreeGenerator.h:105
itkSubsample.h
itk::Statistics::WeightedCentroidKdTreeGenerator::m_TempLowerBound
MeasurementVectorType m_TempLowerBound
Definition: itkWeightedCentroidKdTreeGenerator.h:111
itk::Statistics::KdTreeGenerator::SubsamplePointer
typename SubsampleType::Pointer SubsamplePointer
Definition: itkKdTreeGenerator.h:111
itk::SmartPointer< Self >
itk::Indent
Control indentation during Print() invocation.
Definition: itkIndent.h:49
itk::Statistics::KdTreeGenerator::MeasurementVectorType
typename TSample::MeasurementVectorType MeasurementVectorType
Definition: itkKdTreeGenerator.h:89
itk::LightObject
Light weight base class for most itk classes.
Definition: itkLightObject.h:59
itk::Statistics::Subsample
This class stores a subset of instance identifiers from another sample object. You can create a subsa...
Definition: itkSubsample.h:42
itk::Statistics::WeightedCentroidKdTreeGenerator::m_TempUpperBound
MeasurementVectorType m_TempUpperBound
Definition: itkWeightedCentroidKdTreeGenerator.h:112
itk::Statistics::KdTreeGenerator::MeasurementType
typename TSample::MeasurementType MeasurementType
Definition: itkKdTreeGenerator.h:90
itk
The "itk" namespace contains all Insight Segmentation and Registration Toolkit (ITK) classes....
Definition: itkAnnulusOperator.h:24
itkKdTreeGenerator.h
itk::Statistics::KdTreeGenerator
This class generates a KdTree object without centroid information.
Definition: itkKdTreeGenerator.h:71
itk::Statistics::WeightedCentroidKdTreeGenerator::m_TempMean
MeasurementVectorType m_TempMean
Definition: itkWeightedCentroidKdTreeGenerator.h:113