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 208 of file Numerics/Statistics/itkKdTree.h.
Member Typedef Documentation
| typedef Superclass::CentroidType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::CentroidType |
Centroid type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 212 of file Numerics/Statistics/itkKdTree.h.
| typedef Superclass::CentroidType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::CentroidType |
Centroid type
Reimplemented from itk::Statistics::KdTreeNode< TSample >.
Definition at line 225 of file Review/Statistics/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 213 of file Numerics/Statistics/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 226 of file Review/Statistics/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 211 of file Numerics/Statistics/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 224 of file Review/Statistics/itkKdTree.h.
| typedef TSample::MeasurementVectorSizeType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::MeasurementVectorSizeType |
Definition at line 227 of file Review/Statistics/itkKdTree.h.
| typedef TSample::MeasurementVectorSizeType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::MeasurementVectorSizeType |
Definition at line 214 of file Numerics/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::KdTreeNode< TSample >::Self [inherited] |
type alias for itself
Definition at line 66 of file Review/Statistics/itkKdTree.h.
| typedef KdTreeNode< TSample > itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::Superclass |
Definition at line 210 of file Numerics/Statistics/itkKdTree.h.
| typedef KdTreeNode< TSample > itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::Superclass |
Definition at line 223 of file Review/Statistics/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 222 of file Numerics/Statistics/itkKdTree.h.
| 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 235 of file Review/Statistics/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 263 of file Numerics/Statistics/itkKdTree.h.
| void itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::AddInstanceIdentifier | ( | InstanceIdentifier | id | ) | [inline, virtual] |
Add an instance to this node
Implements itk::Statistics::KdTreeNode< TSample >.
Definition at line 292 of file Review/Statistics/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 282 of file Review/Statistics/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 257 of file Numerics/Statistics/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 260 of file Numerics/Statistics/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 287 of file Review/Statistics/itkKdTree.h.
| MeasurementVectorSizeType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::GetMeasurementVectorSize | ( | ) | const [inline] |
Return the length of a measurement vector
Definition at line 234 of file Numerics/Statistics/itkKdTree.h.
| MeasurementVectorSizeType itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >::GetMeasurementVectorSize | ( | ) | const [inline] |
Return the length of a measurement vector
Definition at line 246 of file Review/Statistics/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 >::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 277 of file Review/Statistics/itkKdTree.h.
| 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 254 of file Numerics/Statistics/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 227 of file Numerics/Statistics/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 237 of file Review/Statistics/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 262 of file Review/Statistics/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 251 of file Review/Statistics/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 239 of file Numerics/Statistics/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 245 of file Numerics/Statistics/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 242 of file Numerics/Statistics/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 256 of file Review/Statistics/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 267 of file Review/Statistics/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 248 of file Numerics/Statistics/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 272 of file Review/Statistics/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 251 of file Numerics/Statistics/itkKdTree.h.
The documentation for this class was generated from the following files:
