itk::Statistics::KdTreeNonterminalNode< TSample > Class Template Reference
#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 132 of file itkKdTree.h.
Member Typedef Documentation
| typedef Superclass::CentroidType itk::Statistics::KdTreeNonterminalNode< TSample >::CentroidType |
Centroid type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 136 of file 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 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 itkKdTree.h.
typedef KdTreeNode< TSample> itk::Statistics::KdTreeNode< TSample >::Self [inherited] |
type alias for itself
Definition at line 66 of file itkKdTree.h.
| typedef KdTreeNode< TSample > itk::Statistics::KdTreeNonterminalNode< TSample >::Superclass |
Definition at line 134 of file 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 144 of file itkKdTree.h.
Member Function Documentation
| virtual void itk::Statistics::KdTreeNode< TSample >::AddInstanceIdentifier | ( | InstanceIdentifier | id | ) | [pure virtual, inherited] |
Add an instance to this node
| void itk::Statistics::KdTreeNonterminalNode< TSample >::AddInstanceIdentifier | ( | InstanceIdentifier | valueId | ) | [inline] |
Definition at line 179 of file 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 170 of file 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 176 of file itkKdTree.h.
| virtual void itk::Statistics::KdTreeNode< TSample >::GetParameters | ( | unsigned int & | partitionDimension, | |
| MeasurementType & | partitionValue | |||
| ) | const [pure virtual, inherited] |
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
| void itk::Statistics::KdTreeNonterminalNode< TSample >::GetParameters | ( | unsigned int & | partitionDimension, | |
| MeasurementType & | partitionValue | |||
| ) | const |
| 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 167 of file 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 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 158 of file 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 152 of file 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 161 of file 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 155 of file 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 164 of file itkKdTree.h.
The documentation for this class was generated from the following file:
