itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample > Class Template Reference
This is a subclass of the KdTreeNode. More...
#include <itkKdTree.h>
Detailed Description
template<class TSample>
class itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >
This is a subclass of the KdTreeNode.
KdTreeNonterminalNode does have the information related with the centroids. Therefore, the GetWeightedCentroid and the GetCentroid methods returns meaningful values. This class should have the left and right children. If we have a sample and want to generate a KdTree with the centroid related information, we can use the WeightedCentroidKdTreeGenerator. The centroid, the weighted centroid, and the size (the number of measurement vectors) can be used to accelate the k-means estimation.
Definition at line 205 of file itkKdTree.h.
Member Typedef Documentation
| typedef Superclass::CentroidType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::CentroidType |
Centroid type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 209 of file itkKdTree.h.
| typedef Superclass::InstanceIdentifier itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::InstanceIdentifier |
Instance identifier type (index value type for the measurement vector in a sample
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 210 of file itkKdTree.h.
| typedef Superclass::MeasurementType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::MeasurementType |
Measurement type, not the measurement vector type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 208 of file itkKdTree.h.
| typedef TSample::MeasurementVectorSizeType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::MeasurementVectorSizeType |
Definition at line 211 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::KdTreeWeightedCentroidNonterminalNode< TSample >::Superclass |
Definition at line 207 of file itkKdTree.h.
Constructor & Destructor Documentation
| itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::KdTreeWeightedCentroidNonterminalNode | ( | unsigned int | partitionDimension, | |
| MeasurementType | partitionValue, | |||
| Superclass * | left, | |||
| Superclass * | right, | |||
| CentroidType & | centroid, | |||
| unsigned int | size | |||
| ) |
| virtual itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::~KdTreeWeightedCentroidNonterminalNode | ( | ) | [inline, virtual] |
Definition at line 219 of file itkKdTree.h.
Member Function Documentation
| void itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::AddInstanceIdentifier | ( | InstanceIdentifier | id | ) | [inline, virtual] |
Add an instance to this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 258 of file itkKdTree.h.
| void itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::GetCentroid | ( | CentroidType & | centroid | ) | [inline, virtual] |
Returns the centroid. weighted centroid divided by the size
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 252 of file itkKdTree.h.
| InstanceIdentifier itk::Statistics::KdTreeWeightedCentroidNonterminalNode< 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 255 of file itkKdTree.h.
| MeasurementVectorSizeType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::GetMeasurementVectorSize | ( | ) | const [inline] |
Return the length of a measurement vector
Definition at line 228 of file itkKdTree.h.
| void itk::Statistics::KdTreeWeightedCentroidNonterminalNode< 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::KdTreeWeightedCentroidNonterminalNode< 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 249 of file itkKdTree.h.
| virtual bool itk::Statistics::KdTreeWeightedCentroidNonterminalNode< 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 221 of file itkKdTree.h.
| const Superclass* itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::Left | ( | ) | const [inline, virtual] |
Returns the pointer to the left child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 240 of file itkKdTree.h.
| Superclass* itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::Left | ( | ) | [inline, virtual] |
Returns the pointer to the left child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 233 of file itkKdTree.h.
| const Superclass* itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::Right | ( | ) | const [inline, virtual] |
Returns the pointer to the right child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 243 of file itkKdTree.h.
| Superclass* itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::Right | ( | ) | [inline, virtual] |
Returns the pointer to the right child of this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 236 of file itkKdTree.h.
| unsigned int itk::Statistics::KdTreeWeightedCentroidNonterminalNode< 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 246 of file itkKdTree.h.
The documentation for this class was generated from the following file:
