ITK
4.2.0
Insight Segmentation and Registration Toolkit
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#include <itkWeightedCentroidKdTreeGenerator.h>
Public Types | |
typedef SmartPointer< const Self > | ConstPointer |
typedef Superclass::KdTreeNodeType | KdTreeNodeType |
typedef Superclass::KdTreeType | KdTreeType |
typedef Superclass::MeasurementType | MeasurementType |
typedef Superclass::MeasurementVectorType | MeasurementVectorType |
typedef SmartPointer< Self > | Pointer |
typedef WeightedCentroidKdTreeGenerator | Self |
typedef Superclass::SubsamplePointer | SubsamplePointer |
typedef Superclass::SubsampleType | SubsampleType |
typedef KdTreeGenerator< TSample > | Superclass |
Public Types inherited from itk::Statistics::KdTreeGenerator< TSample > | |
typedef unsigned int | MeasurementVectorSizeType |
typedef KdTreeType::Pointer | OutputPointer |
typedef KdTreeType | OutputType |
Public Types inherited from itk::Object | |
Public Types inherited from itk::LightObject |
Public Member Functions | |
virtual ::itk::LightObject::Pointer | CreateAnother (void) const |
virtual const char * | GetNameOfClass () const |
Public Member Functions inherited from itk::Statistics::KdTreeGenerator< TSample > | |
void | GenerateData () |
virtual unsigned int | GetMeasurementVectorSize () const |
OutputPointer | GetOutput () |
void | SetBucketSize (unsigned int size) |
void | SetSample (TSample *sample) |
void | Update () |
Public Member Functions inherited from itk::Object | |
unsigned long | AddObserver (const EventObject &event, Command *) |
unsigned long | AddObserver (const EventObject &event, Command *) const |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary (void) |
const MetaDataDictionary & | GetMetaDataDictionary (void) const |
virtual unsigned long | GetMTime () const |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
virtual void | Register () const |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) |
void | SetDebug (bool debugFlag) const |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
virtual void | SetReferenceCount (int) |
virtual void | UnRegister () const |
Public Member Functions inherited from itk::LightObject | |
virtual void | Delete () |
virtual int | GetReferenceCount () const |
itkCloneMacro (Self) | |
void | Print (std::ostream &os, Indent indent=0) const |
Static Public Member Functions | |
static Pointer | New () |
Protected Member Functions | |
virtual KdTreeNodeType * | GenerateNonterminalNode (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
void | PrintSelf (std::ostream &os, Indent indent) const |
WeightedCentroidKdTreeGenerator () | |
virtual | ~WeightedCentroidKdTreeGenerator () |
Protected Member Functions inherited from itk::Statistics::KdTreeGenerator< TSample > | |
KdTreeNodeType * | GenerateTreeLoop (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
SubsamplePointer | GetSubsample () |
KdTreeGenerator () | |
virtual | ~KdTreeGenerator () |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
virtual void | SetTimeStamp (const TimeStamp &time) |
virtual | ~Object () |
Protected Member Functions inherited from itk::LightObject | |
virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Private Member Functions | |
void | operator= (const Self &) |
WeightedCentroidKdTreeGenerator (const Self &) |
Private Attributes | |
MeasurementVectorType | m_TempLowerBound |
MeasurementVectorType | m_TempMean |
MeasurementVectorType | m_TempUpperBound |
This class generates a KdTree object with centroid information.
The KdTree object stores measurment vectors in a k-d tree structure that is a binary tree. The partition value is the median value of one of the k dimension (partition dimension). The partition dimension is determined by the spread of measurement values in each dimension. The partition dimension is the dimension has the widest spread. Our implementation of k-d tree doesn't have any construction or insertion logic. Users should use this class or the KdTreeGenerator class.
This class is derived from the KdTreeGenerator class. The only difference between this class and the KdTreeGenerator class is that the nonterminal node type of this class is KdTreeWeightedCentroidNonterminalNode and that of the KdTreeGenerator is KdTreeNonterminalNode. Therefore, the public interface is identical to each other. The nonterminal node generation routines differ.
To run this generator, users should provides the bucket size (SetBucketSize method) and the input sample (SetSample method). The Update method will run this generator. To get the resulting KdTree object, call the GetOutput method.
Recent API changes: The static const macro to get the length of a measurement vector, 'MeasurementVectorSize' has been removed to allow the length of a measurement vector to be specified at run time. It is now obtained from the sample set as input. You may query this length using the function GetMeasurementVectorSize().
Definition at line 66 of file itkWeightedCentroidKdTreeGenerator.h.
typedef SmartPointer< const Self > itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::ConstPointer |
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 74 of file itkWeightedCentroidKdTreeGenerator.h.
typedef Superclass::KdTreeNodeType itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::KdTreeNodeType |
Typedef for the k-d tree node type
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 88 of file itkWeightedCentroidKdTreeGenerator.h.
typedef Superclass::KdTreeType itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::KdTreeType |
Typedef for the k-d tree
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 87 of file itkWeightedCentroidKdTreeGenerator.h.
typedef Superclass::MeasurementType itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::MeasurementType |
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 84 of file itkWeightedCentroidKdTreeGenerator.h.
typedef Superclass::MeasurementVectorType itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::MeasurementVectorType |
typedef alias for the source data container
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 80 of file itkWeightedCentroidKdTreeGenerator.h.
typedef SmartPointer< Self > itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::Pointer |
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 73 of file itkWeightedCentroidKdTreeGenerator.h.
typedef WeightedCentroidKdTreeGenerator itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::Self |
Standard class typedefs
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 71 of file itkWeightedCentroidKdTreeGenerator.h.
typedef Superclass::SubsamplePointer itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::SubsamplePointer |
Typedef for the smart pointer to the Subsample
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 86 of file itkWeightedCentroidKdTreeGenerator.h.
typedef Superclass::SubsampleType itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::SubsampleType |
Typedef for the internal Subsample
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 85 of file itkWeightedCentroidKdTreeGenerator.h.
typedef KdTreeGenerator< TSample > itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::Superclass |
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 72 of file itkWeightedCentroidKdTreeGenerator.h.
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Constructor
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inlineprotectedvirtual |
Destructor
Definition at line 95 of file itkWeightedCentroidKdTreeGenerator.h.
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private |
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virtual |
Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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protectedvirtual |
Nonterminal node generation routine
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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virtual |
Run-time type information (and related methods)
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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Method for creation through the object factory.
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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private |
Mutex lock to protect modification to the reference count
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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protectedvirtual |
Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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Temporary lower bound for the TreeGenerationLoop
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 112 of file itkWeightedCentroidKdTreeGenerator.h.
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Temporary mean for the TreeGenerationLoop
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 114 of file itkWeightedCentroidKdTreeGenerator.h.
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private |
Temporary upper bound for the TreeGenerationLoop
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
Definition at line 113 of file itkWeightedCentroidKdTreeGenerator.h.