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itk::Statistics::KdTreeGenerator< TSample > Class Template Reference

This class generates a KdTree object without centroid information. More...

#include <itkKdTreeGenerator.h>

Inheritance diagram for itk::Statistics::KdTreeGenerator< TSample >:
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List of all members.

Public Types

typedef SmartPointer< const Self > ConstPointer
typedef SmartPointer< const Self > ConstPointer
typedef KdTreeType::KdTreeNodeType KdTreeNodeType
typedef KdTreeType::KdTreeNodeType KdTreeNodeType
typedef KdTree< TSample > KdTreeType
typedef KdTree< TSample > KdTreeType
typedef TSample::MeasurementType MeasurementType
typedef TSample::MeasurementType MeasurementType
typedef unsigned int MeasurementVectorSizeType
typedef unsigned int MeasurementVectorSizeType
typedef
TSample::MeasurementVectorType 		MeasurementVectorType
typedef
TSample::MeasurementVectorType 		MeasurementVectorType
typedef KdTreeType::Pointer OutputPointer
typedef KdTreeType::Pointer OutputPointer
typedef KdTreeType OutputType
typedef KdTreeType OutputType
typedef SmartPointer< Self > Pointer
typedef SmartPointer< Self > Pointer
typedef KdTreeGenerator Self
typedef KdTreeGenerator Self
typedef SubsampleType::Pointer SubsamplePointer
typedef SubsampleType::Pointer SubsamplePointer
typedef Subsample< TSample > SubsampleType
typedef Subsample< TSample > SubsampleType
typedef Object Superclass
typedef Object Superclass

Public Member Functions

virtual LightObject::Pointer CreateAnother () const
virtual void DebugOff () const
virtual void DebugOn () const
virtual void Delete ()
void GenerateData ()
void GenerateData ()
Command * GetCommand (unsigned long tag)
bool GetDebug () const
virtual unsigned int GetMeasurementVectorSize () const
virtual unsigned int GetMeasurementVectorSize () const
const MetaDataDictionary & GetMetaDataDictionary (void) const
MetaDataDictionary & GetMetaDataDictionary (void)
virtual unsigned long GetMTime () const
virtual const char * GetNameOfClass () const
virtual const char * GetNameOfClass () const
OutputPointer GetOutput ()
OutputPointer GetOutput ()
virtual int GetReferenceCount () const
bool HasObserver (const EventObject &event) const
void InvokeEvent (const EventObject &)
void InvokeEvent (const EventObject &) const
virtual void Modified () const
void Print (std::ostream &os, Indent indent=0) const
virtual void Register () const
void RemoveAllObservers ()
void RemoveObserver (unsigned long tag)
void SetBucketSize (unsigned int size)
void SetBucketSize (unsigned int size)
void SetDebug (bool debugFlag) const
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void SetReferenceCount (int)
void SetSample (TSample *sample)
void SetSample (TSample *sample)
virtual void UnRegister () const
void Update ()
void Update ()

unsigned long AddObserver (const EventObject &event, Command *)
unsigned long AddObserver (const EventObject &event, Command *) const

Static Public Member Functions

static void BreakOnError ()
static Pointer New ()
static Pointer New ()

static void SetGlobalWarningDisplay (bool flag)
static bool GetGlobalWarningDisplay ()
static void GlobalWarningDisplayOn ()
static void GlobalWarningDisplayOff ()

Public Attributes

unsigned int TotalInstance

Protected Types

typedef int InternalReferenceCountType

Protected Member Functions

virtual KdTreeNodeType * GenerateNonterminalNode (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level)
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)
KdTreeNodeType * GenerateTreeLoop (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level)
SubsamplePointer GetSubsample ()
SubsamplePointer GetSubsample ()
 KdTreeGenerator ()
 KdTreeGenerator ()
bool PrintObservers (std::ostream &os, Indent indent) const
void PrintSelf (std::ostream &os, Indent indent) const
void PrintSelf (std::ostream &os, Indent indent) const
virtual ~KdTreeGenerator ()
virtual ~KdTreeGenerator ()

virtual void PrintHeader (std::ostream &os, Indent indent) const
virtual void PrintTrailer (std::ostream &os, Indent indent) const

Protected Attributes

InternalReferenceCountType m_ReferenceCount
SimpleFastMutexLock m_ReferenceCountLock

Detailed Description

template<class TSample>
class itk::Statistics::KdTreeGenerator< TSample >

This class generates a KdTree object without 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 WeightedCentroidKdTreeGenerator class.

The number of the measurement vectors in a terminal node is set by the SetBucketSize method. If we use too small number for this, it might cause computational overhead to calculate bound conditions. However, too large number will cause more distance calculation between the measurement vectors in a terminal node and the query point.

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().

See also:
KdTree, KdTreeNode, KdTreeNonterminalNode, KdTreeTerminalNode, WeightedCentroidKdTreeGenerator

Definition at line 69 of file Numerics/Statistics/itkKdTreeGenerator.h.

Member Typedef Documentation

template<class TSample >
typedef SmartPointer<const Self> itk::Statistics::KdTreeGenerator< TSample >::ConstPointer

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 76 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef SmartPointer<const Self> itk::Statistics::KdTreeGenerator< TSample >::ConstPointer

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 76 of file Review/Statistics/itkKdTreeGenerator.h.

typedef int itk::LightObject::InternalReferenceCountType [protected, inherited]

Define the type of the reference count according to the target. This allows the use of atomic operations

Definition at line 139 of file itkLightObject.h.

template<class TSample >
typedef KdTreeType::KdTreeNodeType itk::Statistics::KdTreeGenerator< TSample >::KdTreeNodeType

Typedef for the k-d tree node type

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 101 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTreeType::KdTreeNodeType itk::Statistics::KdTreeGenerator< TSample >::KdTreeNodeType

Typedef for the k-d tree node type

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 101 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTree< TSample > itk::Statistics::KdTreeGenerator< TSample >::KdTreeType

Typedef for the k-d tree

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 92 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTree< TSample > itk::Statistics::KdTreeGenerator< TSample >::KdTreeType

Typedef for the k-d tree

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 92 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef TSample::MeasurementType itk::Statistics::KdTreeGenerator< TSample >::MeasurementType

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 86 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef TSample::MeasurementType itk::Statistics::KdTreeGenerator< TSample >::MeasurementType

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 86 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef unsigned int itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorSizeType

Typedef for the length of each measurement vector

Definition at line 89 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef unsigned int itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorSizeType

Typedef for the length of each measurement vector

Definition at line 89 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef TSample::MeasurementVectorType itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorType

typedef alias for the source data container

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 82 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef TSample::MeasurementVectorType itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorType

typedef alias for the source data container

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 82 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTreeType::Pointer itk::Statistics::KdTreeGenerator< TSample >::OutputPointer

Typedef for the smart pointer to the k-d tree

Definition at line 98 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTreeType::Pointer itk::Statistics::KdTreeGenerator< TSample >::OutputPointer

Typedef for the smart pointer to the k-d tree

Definition at line 98 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTreeType itk::Statistics::KdTreeGenerator< TSample >::OutputType

Type alias for the k-d tree type

Definition at line 95 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTreeType itk::Statistics::KdTreeGenerator< TSample >::OutputType

Type alias for the k-d tree type

Definition at line 95 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef SmartPointer<Self> itk::Statistics::KdTreeGenerator< TSample >::Pointer

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 75 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef SmartPointer<Self> itk::Statistics::KdTreeGenerator< TSample >::Pointer

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 75 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTreeGenerator itk::Statistics::KdTreeGenerator< TSample >::Self

Standard class typedefs

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 73 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef KdTreeGenerator itk::Statistics::KdTreeGenerator< TSample >::Self

Standard class typedefs

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 73 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef SubsampleType::Pointer itk::Statistics::KdTreeGenerator< TSample >::SubsamplePointer

Typedef for the smart pointer to the Subsample

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 107 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef SubsampleType::Pointer itk::Statistics::KdTreeGenerator< TSample >::SubsamplePointer

Typedef for the smart pointer to the Subsample

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 107 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef Subsample< TSample > itk::Statistics::KdTreeGenerator< TSample >::SubsampleType

Typedef for the internal Subsample

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 104 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef Subsample< TSample > itk::Statistics::KdTreeGenerator< TSample >::SubsampleType

Typedef for the internal Subsample

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 104 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef Object itk::Statistics::KdTreeGenerator< TSample >::Superclass

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 74 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
typedef Object itk::Statistics::KdTreeGenerator< TSample >::Superclass

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

Definition at line 74 of file Numerics/Statistics/itkKdTreeGenerator.h.

Constructor & Destructor Documentation

template<class TSample >
itk::Statistics::KdTreeGenerator< TSample >::KdTreeGenerator (  )  [protected]

Constructor

template<class TSample >
virtual itk::Statistics::KdTreeGenerator< TSample >::~KdTreeGenerator (  )  [inline, protected, virtual]

Destructor

Definition at line 139 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
itk::Statistics::KdTreeGenerator< TSample >::KdTreeGenerator (  )  [protected]

Constructor

template<class TSample >
virtual itk::Statistics::KdTreeGenerator< TSample >::~KdTreeGenerator (  )  [inline, protected, virtual]

Destructor

Definition at line 140 of file Review/Statistics/itkKdTreeGenerator.h.

Member Function Documentation

unsigned long itk::Object::AddObserver ( const EventObject &  event,
Command *   
) [inherited]

Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an itk::Command to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the Command becomes the responsibility of this object, so don't pass the same instance of a command to two different objects

unsigned long itk::Object::AddObserver ( const EventObject &  event,
Command *   
) const [inherited]

Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an itk::Command to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the Command becomes the responsibility of this object, so don't pass the same instance of a command to two different objects

static void itk::LightObject::BreakOnError (  )  [static, inherited]

This method is called when itkExceptionMacro executes. It allows the debugger to break on error.

virtual LightObject::Pointer itk::Object::CreateAnother (  )  const [virtual, inherited]

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::LightObject.

Reimplemented in itk::BSplineDeformableTransform< TScalarType, NDimensions, VSplineOrder >, itk::CreateObjectFunction< T >, itk::TransformFactoryBase, itk::AnalyzeImageIOFactory, itk::BioRadImageIOFactory, itk::BMPImageIOFactory, itk::Brains2MaskImageIOFactory, itk::DICOMImageIO2Factory, itk::DicomImageIOFactory, itk::GDCMImageIOFactory, itk::GE4ImageIOFactory, itk::GE5ImageIOFactory, itk::GEAdwImageIOFactory, itk::GiplImageIOFactory, itk::JPEGImageIOFactory, itk::LSMImageIOFactory, itk::MetaImageIOFactory, itk::NiftiImageIOFactory, itk::NrrdImageIOFactory, itk::PNGImageIOFactory, itk::RawImageIOFactory< TPixel, VImageDimension >, itk::SiemensVisionImageIOFactory, itk::StimulateImageIOFactory, itk::TIFFImageIOFactory, itk::VTKImageIOFactory, itk::Bruker2DSEQImageIOFactory, itk::MatlabTransformIOFactory, itk::MINC2ImageIOFactory, itk::MRCImageIOFactory, itk::PhilipsRECImageIOFactory, itk::TxtTransformIOFactory, itk::VoxBoCUBImageIOFactory, itk::VTKImageIO2Factory, and itk::SpatialObjectFactoryBase.

virtual void itk::Object::DebugOff (  )  const [virtual, inherited]

Turn debugging output off.

virtual void itk::Object::DebugOn (  )  const [virtual, inherited]

Turn debugging output on.

virtual void itk::LightObject::Delete (  )  [virtual, inherited]

Delete an itk object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::GenerateData (  ) 

Runs this k-d tree construction algorithm.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::GenerateData (  ) 

Runs this k-d tree construction algorithm.

template<class TSample >
virtual KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateNonterminalNode ( unsigned int  beginIndex,
unsigned int  endIndex,
MeasurementVectorType &  lowerBound,
MeasurementVectorType &  upperBound,
unsigned int  level 
) [protected, virtual]

Nonterminal node generation routine

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

template<class TSample >
virtual KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateNonterminalNode ( unsigned int  beginIndex,
unsigned int  endIndex,
MeasurementVectorType &  lowerBound,
MeasurementVectorType &  upperBound,
unsigned int  level 
) [protected, virtual]

Nonterminal node generation routine

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

template<class TSample >
KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateTreeLoop ( unsigned int  beginIndex,
unsigned int  endIndex,
MeasurementVectorType &  lowerBound,
MeasurementVectorType &  upperBound,
unsigned int  level 
) [protected]

Tree generation loop

template<class TSample >
KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateTreeLoop ( unsigned int  beginIndex,
unsigned int  endIndex,
MeasurementVectorType &  lowerBound,
MeasurementVectorType &  upperBound,
unsigned int  level 
) [protected]

Tree generation loop

Command* itk::Object::GetCommand ( unsigned long  tag  )  [inherited]

Get the command associated with the given tag. NOTE: This returns a pointer to a Command, but it is safe to asign this to a Command::Pointer. Since Command inherits from LightObject, at this point in the code, only a pointer or a reference to the Command can be used.

bool itk::Object::GetDebug (  )  const [inherited]

Get the value of the debug flag.

static bool itk::Object::GetGlobalWarningDisplay (  )  [static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

template<class TSample >
virtual unsigned int itk::Statistics::KdTreeGenerator< TSample >::GetMeasurementVectorSize (  )  const [virtual]

Get macro to get the length of the measurement vectors that are being held in the 'sample' that is passed to this class

template<class TSample >
virtual unsigned int itk::Statistics::KdTreeGenerator< TSample >::GetMeasurementVectorSize (  )  const [virtual]

Get macro to get the length of the measurement vectors that are being held in the 'sample' that is passed to this class

MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  [inherited]
Returns:
A reference to this objects MetaDataDictionary.
Warning:
This reference may be changed.
const MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  const [inherited]
Returns:
A constant reference to this objects MetaDataDictionary.
virtual unsigned long itk::Object::GetMTime (  )  const [virtual, inherited]

Return this objects modified time.

Reimplemented in itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject >, itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage >, itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage >, itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet >, itk::DeformationFieldSource< TOutputImage >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::ImageAdaptor< TImage, TAccessor >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType >, itk::ImageSpatialObject< TDimension, TPixelType >, itk::MeshSpatialObject< TMesh >, itk::SceneSpatialObject< TSpaceDimension >, itk::SpatialObject< TDimension >, itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageSpatialObject< TDimension, unsigned char >, itk::SpatialObject< 3 >, and itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >.

Referenced by itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime().

template<class TSample >
virtual const char* itk::Statistics::KdTreeGenerator< TSample >::GetNameOfClass (  )  const [virtual]

Run-time type information (and related methods)

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

template<class TSample >
virtual const char* itk::Statistics::KdTreeGenerator< TSample >::GetNameOfClass (  )  const [virtual]

Run-time type information (and related methods)

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

template<class TSample >
OutputPointer itk::Statistics::KdTreeGenerator< TSample >::GetOutput ( void   )  [inline]

Returns the pointer to the generated k-d tree.

Definition at line 117 of file Review/Statistics/itkKdTreeGenerator.h.

template<class TSample >
OutputPointer itk::Statistics::KdTreeGenerator< TSample >::GetOutput ( void   )  [inline]

Returns the pointer to the generated k-d tree.

Definition at line 117 of file Numerics/Statistics/itkKdTreeGenerator.h.

virtual int itk::LightObject::GetReferenceCount (  )  const [inline, virtual, inherited]

Gets the reference count on this object.

Definition at line 106 of file itkLightObject.h.

template<class TSample >
SubsamplePointer itk::Statistics::KdTreeGenerator< TSample >::GetSubsample (  )  [inline, protected]

Returns the smart pointer to the internal Subsample object.

Definition at line 144 of file Numerics/Statistics/itkKdTreeGenerator.h.

template<class TSample >
SubsamplePointer itk::Statistics::KdTreeGenerator< TSample >::GetSubsample (  )  [inline, protected]

Returns the smart pointer to the internal Subsample object.

Definition at line 145 of file Review/Statistics/itkKdTreeGenerator.h.

static void itk::Object::GlobalWarningDisplayOff (  )  [inline, static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

Definition at line 100 of file itkObject.h.

References itk::Object::SetGlobalWarningDisplay().

static void itk::Object::GlobalWarningDisplayOn (  )  [inline, static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

Definition at line 98 of file itkObject.h.

References itk::Object::SetGlobalWarningDisplay().

bool itk::Object::HasObserver ( const EventObject &  event  )  const [inherited]

Return true if an observer is registered for this event.

void itk::Object::InvokeEvent ( const EventObject &   )  [inherited]

Call Execute on all the Commands observing this event id.

void itk::Object::InvokeEvent ( const EventObject &   )  const [inherited]

Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.

virtual void itk::Object::Modified (  )  const [virtual, inherited]

Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data.

Reimplemented in itk::NormalizeImageFilter< TInputImage, TOutputImage >, itk::ImageAdaptor< TImage, TAccessor >, itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter >, itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel >, itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel >, itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< VectorImage< TPixelType, Dimension >, Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::AddPixelAccessor< TImage::PixelType > >, and itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, RankImageFilter< TInputImage, TInputImage, FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > >.

Referenced by itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::InsertNarrowBandNode(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix(), itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBand(), itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandInnerRadius(), itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandTotalRadius(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds(), itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale(), and itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation().

template<class TSample >
static Pointer itk::Statistics::KdTreeGenerator< TSample >::New (  )  [static]

Method for creation through the object factory.

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

template<class TSample >
static Pointer itk::Statistics::KdTreeGenerator< TSample >::New (  )  [static]

Method for creation through the object factory.

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

void itk::LightObject::Print ( std::ostream &  os,
Indent  indent = 0 
) const [inherited]

Cause the object to print itself out.

Referenced by itk::WeakPointer< ProcessObject >::Print().

virtual void itk::LightObject::PrintHeader ( std::ostream &  os,
Indent  indent 
) const [protected, virtual, inherited]

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.

bool itk::Object::PrintObservers ( std::ostream &  os,
Indent  indent 
) const [protected, inherited]
template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

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::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

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::Object.

Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.

virtual void itk::LightObject::PrintTrailer ( std::ostream &  os,
Indent  indent 
) const [protected, virtual, inherited]

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.

virtual void itk::Object::Register (  )  const [virtual, inherited]

Increase the reference count (mark as used by another object).

Reimplemented from itk::LightObject.

void itk::Object::RemoveAllObservers (  )  [inherited]

Remove all observers .

void itk::Object::RemoveObserver ( unsigned long  tag  )  [inherited]

Remove the observer with this tag value.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::SetBucketSize ( unsigned int  size  ) 

Sets the number of measurement vectors that can be stored in a terminal node.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::SetBucketSize ( unsigned int  size  ) 

Sets the number of measurement vectors that can be stored in a terminal node.

void itk::Object::SetDebug ( bool  debugFlag  )  const [inherited]

Set the value of the debug flag. A non-zero value turns debugging on.

static void itk::Object::SetGlobalWarningDisplay ( bool  flag  )  [static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn().

void itk::Object::SetMetaDataDictionary ( const MetaDataDictionary &  rhs  )  [inherited]
Returns:
Set the MetaDataDictionary
virtual void itk::Object::SetReferenceCount ( int   )  [virtual, inherited]

Sets the reference count (use with care)

Reimplemented from itk::LightObject.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::SetSample ( TSample *  sample  ) 

Sets the input sample that provides the measurement vectors.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::SetSample ( TSample *  sample  ) 

Sets the input sample that provides the measurement vectors.

virtual void itk::Object::UnRegister (  )  const [virtual, inherited]

Decrease the reference count (release by another object).

Reimplemented from itk::LightObject.

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::Update ( void   )  [inline]

Runs this k-d tree construction algorithm.

Definition at line 121 of file Numerics/Statistics/itkKdTreeGenerator.h.

References HardConnectedComponentImageFilter::GenerateData().

template<class TSample >
void itk::Statistics::KdTreeGenerator< TSample >::Update ( void   )  [inline]

Runs this k-d tree construction algorithm.

Definition at line 123 of file Review/Statistics/itkKdTreeGenerator.h.

References HardConnectedComponentImageFilter::GenerateData().

Member Data Documentation

InternalReferenceCountType itk::LightObject::m_ReferenceCount [mutable, protected, inherited]

Number of uses of this object by other objects.

Definition at line 144 of file itkLightObject.h.

SimpleFastMutexLock itk::LightObject::m_ReferenceCountLock [mutable, protected, inherited]

Mutex lock to protect modification to the reference count

Definition at line 147 of file itkLightObject.h.

template<class TSample >
unsigned int itk::Statistics::KdTreeGenerator< TSample >::TotalInstance

The number of measurement vectors in an object of this class.

Definition at line 128 of file Numerics/Statistics/itkKdTreeGenerator.h.

The documentation for this class was generated from the following files:
Generated at Tue Jul 13 2010 04:07:40 for ITK by doxygen 1.7.1 written by Dimitri van Heesch, © 1997-2000