ITK
6.0.0
Insight Toolkit
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#include <itkWeightedCentroidKdTreeGenerator.h>
This class generates a KdTree object with centroid information.
The KdTree object stores measurement 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 67 of file itkWeightedCentroidKdTreeGenerator.h.
Public Member Functions | |
const char * | GetNameOfClass () const override |
Public Member Functions inherited from itk::Statistics::KdTreeGenerator< TSample > | |
void | GenerateData () |
virtual unsigned int | GetMeasurementVectorSize () const |
const char * | GetNameOfClass () const override |
OutputPointer | GetOutput () |
void | Update () |
void | SetSample (TSample *sample) |
virtual TSample * | GetSourceSample () const |
void | SetBucketSize (unsigned int size) |
virtual unsigned int | GetBucketSize () const |
Public Member Functions inherited from itk::Object | |
unsigned long | AddObserver (const EventObject &event, Command *cmd) const |
unsigned long | AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const |
LightObject::Pointer | CreateAnother () const override |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary () |
const MetaDataDictionary & | GetMetaDataDictionary () const |
virtual ModifiedTimeType | GetMTime () const |
const char * | GetNameOfClass () const override |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
void | Register () const override |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) const |
void | SetDebug (bool debugFlag) const |
void | SetReferenceCount (int) override |
void | UnRegister () const noexcept override |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
void | SetMetaDataDictionary (MetaDataDictionary &&rrhs) |
virtual void | SetObjectName (std::string _arg) |
virtual const std::string & | GetObjectName () const |
Public Member Functions inherited from itk::LightObject | |
Pointer | Clone () const |
virtual Pointer | CreateAnother () const |
virtual void | Delete () |
virtual const char * | GetNameOfClass () const |
virtual int | GetReferenceCount () const |
void | Print (std::ostream &os, Indent indent=0) const |
virtual void | Register () const |
virtual void | SetReferenceCount (int) |
virtual void | UnRegister () const noexcept |
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::Statistics::KdTreeGenerator< TSample > | |
static Pointer | New () |
Static Public Member Functions inherited from itk::Object | |
static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool val) |
Static Public Member Functions inherited from itk::LightObject | |
static void | BreakOnError () |
static Pointer | New () |
Protected Member Functions | |
KdTreeNodeType * | GenerateNonterminalNode (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) override |
void | PrintSelf (std::ostream &os, Indent indent) const override |
WeightedCentroidKdTreeGenerator ()=default | |
~WeightedCentroidKdTreeGenerator () override=default | |
Protected Member Functions inherited from itk::Statistics::KdTreeGenerator< TSample > | |
virtual KdTreeNodeType * | GenerateNonterminalNode (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
KdTreeNodeType * | GenerateTreeLoop (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
SubsamplePointer | GetSubsample () |
KdTreeGenerator () | |
void | PrintSelf (std::ostream &os, Indent indent) const override |
~KdTreeGenerator () override=default | |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
void | PrintSelf (std::ostream &os, Indent indent) const override |
virtual void | SetTimeStamp (const TimeStamp &timeStamp) |
~Object () override | |
Protected Member Functions inherited from itk::LightObject | |
virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintSelf (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Private Attributes | |
MeasurementVectorType | m_TempLowerBound {} |
MeasurementVectorType | m_TempMean {} |
MeasurementVectorType | m_TempUpperBound {} |
Additional Inherited Members | |
Protected Attributes inherited from itk::LightObject | |
std::atomic< int > | m_ReferenceCount {} |
using itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::ConstPointer = SmartPointer<const Self> |
Definition at line 76 of file itkWeightedCentroidKdTreeGenerator.h.
using itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::Pointer = SmartPointer<Self> |
Definition at line 75 of file itkWeightedCentroidKdTreeGenerator.h.
using itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::Self = WeightedCentroidKdTreeGenerator |
Standard class type aliases
Definition at line 73 of file itkWeightedCentroidKdTreeGenerator.h.
using itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >::Superclass = KdTreeGenerator<TSample> |
Definition at line 74 of file itkWeightedCentroidKdTreeGenerator.h.
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protecteddefault |
Constructor
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overrideprotecteddefault |
Destructor
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overrideprotectedvirtual |
Nonterminal node generation routine
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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overridevirtual |
Reimplemented from itk::Statistics::KdTreeGenerator< TSample >.
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static |
Method for creation through the object factory.
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overrideprotectedvirtual |
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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private |
Definition at line 111 of file itkWeightedCentroidKdTreeGenerator.h.
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private |
Definition at line 113 of file itkWeightedCentroidKdTreeGenerator.h.
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private |
Definition at line 112 of file itkWeightedCentroidKdTreeGenerator.h.