ITK  5.1.0
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 {
65 template <typename TSample>
66 class ITK_TEMPLATE_EXPORT WeightedCentroidKdTreeGenerator : public KdTreeGenerator<TSample>
67 {
68 public:
69  ITK_DISALLOW_COPY_AND_ASSIGN(WeightedCentroidKdTreeGenerator);
70 
76 
79 
81  itkNewMacro(Self);
82 
85  using MeasurementType = typename Superclass::MeasurementType;
86  using SubsampleType = typename Superclass::SubsampleType;
87  using SubsamplePointer = typename Superclass::SubsamplePointer;
88  using KdTreeType = typename Superclass::KdTreeType;
89  using KdTreeNodeType = typename Superclass::KdTreeNodeType;
90 
91 protected:
94 
96  ~WeightedCentroidKdTreeGenerator() override = default;
97 
98  void
99  PrintSelf(std::ostream & os, Indent indent) const override;
100 
103  GenerateNonterminalNode(unsigned int beginIndex,
104  unsigned int endIndex,
105  MeasurementVectorType & lowerBound,
106  MeasurementVectorType & upperBound,
107  unsigned int level) override;
108 
109 private:
113 }; // end of class
114 } // end of namespace Statistics
115 } // end of namespace itk
116 
117 #ifndef ITK_MANUAL_INSTANTIATION
118 # include "itkWeightedCentroidKdTreeGenerator.hxx"
119 #endif
120 
121 #endif
itk::Statistics::WeightedCentroidKdTreeGenerator
This class generates a KdTree object with centroid information.
Definition: itkWeightedCentroidKdTreeGenerator.h:66
itk::Statistics::KdTree
This class provides methods for k-nearest neighbor search and related data structures for a k-d tree.
Definition: itkKdTree.h:522
itk::Statistics::KdTreeGenerator::KdTreeNodeType
typename KdTreeType::KdTreeNodeType KdTreeNodeType
Definition: itkKdTreeGenerator.h:104
itkSubsample.h
itk::Statistics::WeightedCentroidKdTreeGenerator::m_TempLowerBound
MeasurementVectorType m_TempLowerBound
Definition: itkWeightedCentroidKdTreeGenerator.h:110
itk::Statistics::KdTreeGenerator::SubsamplePointer
typename SubsampleType::Pointer SubsamplePointer
Definition: itkKdTreeGenerator.h:110
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:88
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:41
itk::Statistics::WeightedCentroidKdTreeGenerator::m_TempUpperBound
MeasurementVectorType m_TempUpperBound
Definition: itkWeightedCentroidKdTreeGenerator.h:111
itk::Statistics::KdTreeGenerator::MeasurementType
typename TSample::MeasurementType MeasurementType
Definition: itkKdTreeGenerator.h:89
itk
The "itk" namespace contains all Insight Segmentation and Registration Toolkit (ITK) classes....
Definition: itkArray.h:26
itkKdTreeGenerator.h
itk::Statistics::KdTreeGenerator
This class generates a KdTree object without centroid information.
Definition: itkKdTreeGenerator.h:70
itk::Statistics::WeightedCentroidKdTreeGenerator::m_TempMean
MeasurementVectorType m_TempMean
Definition: itkWeightedCentroidKdTreeGenerator.h:112