This is a subclass of the KdTreeNode. More...
#include <itkKdTree.h>
Detailed Description
template<class TSample>
class itk::Statistics::KdTreeNonterminalNode< TSample >
This is a subclass of the KdTreeNode.
KdTreeNonterminalNode doesn't store the information related with the centroids. Therefore, the GetWeightedCentroid and the GetCentroid methods are void. This class should have the left and the right children. If we have a sample and want to generate a KdTree without the centroid related information, we can use the KdTreeGenerator.
Definition at line 135 of file Numerics/Statistics/itkKdTree.h.
Member Typedef Documentation
| typedef Superclass::CentroidType itk::Statistics::KdTreeNonterminalNode< TSample >::CentroidType |
Centroid type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 139 of file Numerics/Statistics/itkKdTree.h.
| typedef Superclass::CentroidType itk::Statistics::KdTreeNonterminalNode< TSample >::CentroidType |
Centroid type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 136 of file Review/Statistics/itkKdTree.h.
| typedef Superclass::InstanceIdentifier itk::Statistics::KdTreeNonterminalNode< TSample >::InstanceIdentifier |
Instance identifier type (index value type for the measurement vector in a sample
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 140 of file Numerics/Statistics/itkKdTree.h.
| typedef Superclass::InstanceIdentifier itk::Statistics::KdTreeNonterminalNode< TSample >::InstanceIdentifier |
Instance identifier type (index value type for the measurement vector in a sample
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 137 of file Review/Statistics/itkKdTree.h.
| typedef Superclass::MeasurementType itk::Statistics::KdTreeNonterminalNode< TSample >::MeasurementType |
Measurement type, not the measurement vector type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 138 of file Numerics/Statistics/itkKdTree.h.
| typedef Superclass::MeasurementType itk::Statistics::KdTreeNonterminalNode< TSample >::MeasurementType |
Measurement type, not the measurement vector type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 135 of file Review/Statistics/itkKdTree.h.
typedef KdTreeNode< TSample> itk::Statistics::KdTreeNode< TSample >::Self [inherited] |
type alias for itself
Definition at line 66 of file Review/Statistics/itkKdTree.h.
typedef KdTreeNode< TSample> itk::Statistics::KdTreeNode< TSample >::Self [inherited] |
type alias for itself
Definition at line 69 of file Numerics/Statistics/itkKdTree.h.
| typedef KdTreeNode< TSample > itk::Statistics::KdTreeNonterminalNode< TSample >::Superclass |
Definition at line 134 of file Review/Statistics/itkKdTree.h.
| typedef KdTreeNode< TSample > itk::Statistics::KdTreeNonterminalNode< TSample >::Superclass |
Definition at line 137 of file Numerics/Statistics/itkKdTree.h.
Constructor & Destructor Documentation
| itk::Statistics::KdTreeNonterminalNode< TSample >::KdTreeNonterminalNode | ( | unsigned int | partitionDimension, | |
| MeasurementType | partitionValue, | |||
| Superclass * | left, | |||
| Superclass * | right | |||
| ) |
| virtual itk::Statistics::KdTreeNonterminalNode< TSample >::~KdTreeNonterminalNode | ( | ) | [inline, virtual] |
Definition at line 147 of file Numerics/Statistics/itkKdTree.h.
| itk::Statistics::KdTreeNonterminalNode< TSample >::KdTreeNonterminalNode | ( | unsigned int | partitionDimension, | |
| MeasurementType | partitionValue, | |||
| Superclass * | left, | |||
| Superclass * | right | |||
| ) |
| virtual itk::Statistics::KdTreeNonterminalNode< TSample >::~KdTreeNonterminalNode | ( | ) | [inline, virtual] |
Definition at line 144 of file Review/Statistics/itkKdTree.h.
Member Function Documentation
| void itk::Statistics::KdTreeNonterminalNode< TSample >::AddInstanceIdentifier | ( | InstanceIdentifier | id | ) | [inline, virtual] |
Add an instance to this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 182 of file Numerics/Statistics/itkKdTree.h.
| void itk::Statistics::KdTreeNonterminalNode< TSample >::AddInstanceIdentifier | ( | InstanceIdentifier | id | ) | [inline, virtual] |
Add an instance to this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 195 of file Review/Statistics/itkKdTree.h.
| void itk::Statistics::KdTreeNonterminalNode< TSample >::GetCentroid | ( | CentroidType & | centroid | ) | [inline, virtual] |
Returns the centroid. weighted centroid divided by the size
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 173 of file Numerics/Statistics/itkKdTree.h.
| void itk::Statistics::KdTreeNonterminalNode< TSample >::GetCentroid | ( | CentroidType & | centroid | ) | [inline, virtual] |
Returns the centroid. weighted centroid divided by the size
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 184 of file Review/Statistics/itkKdTree.h.
| InstanceIdentifier itk::Statistics::KdTreeNonterminalNode< TSample >::GetInstanceIdentifier | ( | vcl_size_t | index | ) | const [inline, virtual] |
Retuns the instance identifier of the index-th measurement vector
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 192 of file Review/Statistics/itkKdTree.h.
| InstanceIdentifier itk::Statistics::KdTreeNonterminalNode< TSample >::GetInstanceIdentifier | ( | vcl_size_t | index | ) | const [inline, virtual] |
Retuns the instance identifier of the index-th measurement vector
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 179 of file Numerics/Statistics/itkKdTree.h.
| void itk::Statistics::KdTreeNonterminalNode< TSample >::GetParameters | ( | unsigned int & | partitionDimension, | |
| MeasurementType & | partitionValue | |||
| ) | const [virtual] |
Fills the partitionDimension (the dimension that was chosen to split the measurement vectors belong to this node to the left and the right child among k dimensions) and the partitionValue (the measurement value on the partitionDimension divides the left and the right child
Implements itk::Statistics::KdTreeNode< TSample >.
| void itk::Statistics::KdTreeNonterminalNode< TSample >::GetParameters | ( | unsigned int & | partitionDimension, | |
| MeasurementType & | partitionValue | |||
| ) | const [virtual] |
Fills the partitionDimension (the dimension that was chosen to split the measurement vectors belong to this node to the left and the right child among k dimensions) and the partitionValue (the measurement value on the partitionDimension divides the left and the right child
Implements itk::Statistics::KdTreeNode< TSample >.
| void itk::Statistics::KdTreeNonterminalNode< TSample >::GetWeightedCentroid | ( | CentroidType & | centroid | ) | [inline, virtual] |
Returns the vector sum of the all measurement vectors under this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 170 of file Numerics/Statistics/itkKdTree.h.
| void itk::Statistics::KdTreeNonterminalNode< TSample >::GetWeightedCentroid | ( | CentroidType & | centroid | ) | [inline, virtual] |
Returns the vector sum of the all measurement vectors under this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 179 of file Review/Statistics/itkKdTree.h.
| virtual bool itk::Statistics::KdTreeNonterminalNode< TSample >::IsTerminal | ( | ) | const [inline, virtual] |
Returns true if the node is a terminal node, that is a node that doesn't have any child.
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 149 of file Numerics/Statistics/itkKdTree.h.
| virtual bool itk::Statistics::KdTreeNonterminalNode< TSample >::IsTerminal | ( | ) | const [inline, virtual] |
Returns true if the node is a terminal node, that is a node that doesn't have any child.
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 146 of file Review/Statistics/itkKdTree.h.
| const Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Left | ( | ) | const [inline, virtual] |
Returns the pointer to the left child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 164 of file Review/Statistics/itkKdTree.h.
| const Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Left | ( | ) | const [inline, virtual] |
Returns the pointer to the left child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 161 of file Numerics/Statistics/itkKdTree.h.
| Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Left | ( | ) | [inline, virtual] |
Returns the pointer to the left child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 155 of file Numerics/Statistics/itkKdTree.h.
| Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Left | ( | ) | [inline, virtual] |
Returns the pointer to the left child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 154 of file Review/Statistics/itkKdTree.h.
| const Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Right | ( | ) | const [inline, virtual] |
Returns the pointer to the right child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 169 of file Review/Statistics/itkKdTree.h.
| Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Right | ( | ) | [inline, virtual] |
Returns the pointer to the right child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 158 of file Numerics/Statistics/itkKdTree.h.
| Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Right | ( | ) | [inline, virtual] |
Returns the pointer to the right child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 159 of file Review/Statistics/itkKdTree.h.
| const Superclass* itk::Statistics::KdTreeNonterminalNode< TSample >::Right | ( | ) | const [inline, virtual] |
Returns the pointer to the right child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 164 of file Numerics/Statistics/itkKdTree.h.
| unsigned int itk::Statistics::KdTreeNonterminalNode< TSample >::Size | ( | ) | const [inline, virtual] |
Returs the number of measurement vectors under this node including its children
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 167 of file Numerics/Statistics/itkKdTree.h.
| unsigned int itk::Statistics::KdTreeNonterminalNode< TSample >::Size | ( | ) | const [inline, virtual] |
Returs the number of measurement vectors under this node including its children
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 174 of file Review/Statistics/itkKdTree.h.
The documentation for this class was generated from the following files:
