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

base class for distribution modules that supports analytical way to update the distribution parameters More...

#include <itkMixtureModelComponentBase.h>

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List of all members.

Public Types

typedef SmartPointer< const Self > ConstPointer
typedef SmartPointer< const Self > ConstPointer
typedef
TSample::MeasurementVectorSizeType 		MeasurementVectorSizeType
typedef
TSample::MeasurementVectorSizeType 		MeasurementVectorSizeType
typedef
TSample::MeasurementVectorType 		MeasurementVectorType
typedef
TSample::MeasurementVectorType 		MeasurementVectorType
typedef MembershipFunctionBase
< MeasurementVectorType > 		MembershipFunctionType
typedef MembershipFunctionBase
< MeasurementVectorType > 		MembershipFunctionType
typedef Array< double > ParametersType
typedef Array< double > ParametersType
typedef SmartPointer< Self > Pointer
typedef SmartPointer< Self > Pointer
typedef MixtureModelComponentBase Self
typedef MixtureModelComponentBase Self
typedef Object Superclass
typedef Object Superclass
typedef Array< double > WeightArrayType
typedef Array< double > WeightArrayType

Public Member Functions

void AreParametersModified (bool flag)
bool AreParametersModified ()
void AreParametersModified (bool flag)
bool AreParametersModified ()
virtual LightObject::Pointer CreateAnother () const
virtual void DebugOff () const
virtual void DebugOn () const
virtual void Delete ()
double Evaluate (MeasurementVectorType &measurements)
double Evaluate (MeasurementVectorType &measurements)
Command * GetCommand (unsigned long tag)
bool GetDebug () const
virtual ParametersType GetFullParameters ()
virtual ParametersType GetFullParameters ()
MembershipFunctionType * GetMembershipFunction ()
MembershipFunctionType * GetMembershipFunction ()
const MetaDataDictionary & GetMetaDataDictionary (void) const
MetaDataDictionary & GetMetaDataDictionary (void)
double GetMinimalParametersChange ()
double GetMinimalParametersChange ()
virtual unsigned long GetMTime () const
virtual const char * GetNameOfClass () const
virtual int GetReferenceCount () const
const TSample * GetSample () const
const TSample * GetSample () const
double GetWeight (int index)
double GetWeight (unsigned int index) const
WeightArrayType * GetWeights ()
virtual const WeightArrayType & GetWeights ()
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 SetDebug (bool debugFlag) const
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
void SetMinimalParametersChange (double change)
void SetMinimalParametersChange (double change)
virtual void SetParameters (const ParametersType &parameters)
virtual void SetParameters (const ParametersType &parameters)
virtual void SetReferenceCount (int)
virtual void SetSample (const TSample *sample)
virtual void SetSample (const TSample *sample)
void SetWeight (unsigned int index, double value)
void SetWeight (int index, double value)
virtual void UnRegister () const
virtual void Update ()
virtual 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 void SetGlobalWarningDisplay (bool flag)
static bool GetGlobalWarningDisplay ()
static void GlobalWarningDisplayOn ()
static void GlobalWarningDisplayOff ()

Protected Types

typedef int InternalReferenceCountType

Protected Member Functions

void CreateWeightArray ()
void DeleteWeightArray ()
virtual void GenerateData ()
virtual void GenerateData ()=0
 MixtureModelComponentBase ()
 MixtureModelComponentBase ()
bool PrintObservers (std::ostream &os, Indent indent) const
void PrintSelf (std::ostream &os, Indent indent) const
void PrintSelf (std::ostream &os, Indent indent) const
void SetMembershipFunction (MembershipFunctionType *function)
void SetMembershipFunction (MembershipFunctionType *function)
virtual ~MixtureModelComponentBase ()
virtual ~MixtureModelComponentBase ()

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



virtual const char * GetNameOfClass () const
static Pointer New ()

Detailed Description

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

base class for distribution modules that supports analytical way to update the distribution parameters

This class expects that its subclasses (distribution components) should have analytical expressions for updating its paraters using only the measurement vectors and their associated weights.

This class can be considered as a macro class that encapsulates the storage for the weights, model (subclasses of MembershipFunctionBase), and model parameter estimators (implemenation of analytical expressions).

Subclasses of this class should define their own distribution specific membership function. For example, GaussianMixtureModelComponent class defines and creates a GaussianDensityFunction object for that matter. Subclasses should also cast such membership function object to MembershipFunctionBase object. By doing that, users can get pointers to membership functions from different distributional model

See also:
ExpectationMaximizationMixtureModelEstimator

Definition at line 53 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

Member Typedef Documentation

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

Reimplemented from itk::Object.

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

Definition at line 61 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

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

Reimplemented from itk::Object.

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

Definition at line 61 of file Review/Statistics/itkMixtureModelComponentBase.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 TSample::MeasurementVectorSizeType itk::Statistics::MixtureModelComponentBase< TSample >::MeasurementVectorSizeType

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

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

template<class TSample >
typedef TSample::MeasurementVectorSizeType itk::Statistics::MixtureModelComponentBase< TSample >::MeasurementVectorSizeType

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

Definition at line 67 of file Review/Statistics/itkMixtureModelComponentBase.h.

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

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

Definition at line 65 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

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

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

Definition at line 64 of file Review/Statistics/itkMixtureModelComponentBase.h.

template<class TSample >
typedef MembershipFunctionBase< MeasurementVectorType > itk::Statistics::MixtureModelComponentBase< TSample >::MembershipFunctionType

typedef for the MembershipFunctionBase

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

Definition at line 71 of file Review/Statistics/itkMixtureModelComponentBase.h.

template<class TSample >
typedef MembershipFunctionBase< MeasurementVectorType > itk::Statistics::MixtureModelComponentBase< TSample >::MembershipFunctionType

typedef for the MembershipFunctionBase

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

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

template<class TSample >
typedef Array< double > itk::Statistics::MixtureModelComponentBase< TSample >::ParametersType

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

Definition at line 78 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

template<class TSample >
typedef Array< double > itk::Statistics::MixtureModelComponentBase< TSample >::ParametersType

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

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

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

Reimplemented from itk::Object.

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

Definition at line 60 of file Review/Statistics/itkMixtureModelComponentBase.h.

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

Reimplemented from itk::Object.

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

Definition at line 60 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

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

Standard class typedefs.

Reimplemented from itk::Object.

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

Definition at line 58 of file Review/Statistics/itkMixtureModelComponentBase.h.

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

Standard class typedefs.

Reimplemented from itk::Object.

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

Definition at line 58 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

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

Reimplemented from itk::Object.

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

Definition at line 59 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

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

Reimplemented from itk::Object.

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

Definition at line 59 of file Review/Statistics/itkMixtureModelComponentBase.h.

template<class TSample >
typedef Array< double > itk::Statistics::MixtureModelComponentBase< TSample >::WeightArrayType

typedef of strorage for the weights

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

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

template<class TSample >
typedef Array< double > itk::Statistics::MixtureModelComponentBase< TSample >::WeightArrayType

typedef of strorage for the weights

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

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

Constructor & Destructor Documentation

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

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

template<class TSample >
bool itk::Statistics::MixtureModelComponentBase< TSample >::AreParametersModified (  ) 

returns the value of parameter modified tag

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::AreParametersModified ( bool  flag  ) 

sets the parameters modified tag. if one or more of the membership funtion's parameters are changed, then flag should be true

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::AreParametersModified ( bool  flag  ) 

sets the parameters modified tag. if one or more of the membership funtion's parameters are changed, then flag should be true

template<class TSample >
bool itk::Statistics::MixtureModelComponentBase< TSample >::AreParametersModified (  ) 

returns the value of parameter modified tag

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.

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::CreateWeightArray (  )  [protected]

allocates the weights array

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::MixtureModelComponentBase< TSample >::DeleteWeightArray (  )  [protected]

deallocates the weights array

template<class TSample >
double itk::Statistics::MixtureModelComponentBase< TSample >::Evaluate ( MeasurementVectorType &  measurements  ) 

returns the membership score of the "measurements" vector

template<class TSample >
double itk::Statistics::MixtureModelComponentBase< TSample >::Evaluate ( MeasurementVectorType &  measurements  ) 

returns the membership score of the "measurements" vector

template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::GenerateData (  )  [protected, pure virtual]

Implemented in itk::Statistics::GaussianMixtureModelComponent< TSample >, and itk::Statistics::GaussianMixtureModelComponent< TSample >.

template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::GenerateData (  )  [protected, virtual]

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

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.

template<class TSample >
virtual ParametersType itk::Statistics::MixtureModelComponentBase< TSample >::GetFullParameters (  )  [inline, virtual]

Definition at line 100 of file Numerics/Statistics/itkMixtureModelComponentBase.h.

template<class TSample >
virtual ParametersType itk::Statistics::MixtureModelComponentBase< TSample >::GetFullParameters (  )  [inline, virtual]

Definition at line 102 of file Review/Statistics/itkMixtureModelComponentBase.h.

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 >
MembershipFunctionType* itk::Statistics::MixtureModelComponentBase< TSample >::GetMembershipFunction (  ) 

returns the pointer to the membership function object. Subclasses of this class are responsible for creating the actual membership function objects and cast them to MembershipFunctionBase objects

template<class TSample >
MembershipFunctionType* itk::Statistics::MixtureModelComponentBase< TSample >::GetMembershipFunction (  ) 

returns the pointer to the membership function object. Subclasses of this class are responsible for creating the actual membership function objects and cast them to MembershipFunctionBase objects

const MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  const [inherited]
Returns:
A constant reference to this objects MetaDataDictionary.
MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  [inherited]
Returns:
A reference to this objects MetaDataDictionary.
Warning:
This reference may be changed.
template<class TSample >
double itk::Statistics::MixtureModelComponentBase< TSample >::GetMinimalParametersChange (  )  [inline]

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

template<class TSample >
double itk::Statistics::MixtureModelComponentBase< TSample >::GetMinimalParametersChange (  )  [inline]

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

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::MixtureModelComponentBase< TSample >::GetNameOfClass (  )  const [virtual]

Standard Macros

Reimplemented from itk::Object.

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

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

Standard Macros

Reimplemented from itk::Object.

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

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 >
const TSample* itk::Statistics::MixtureModelComponentBase< TSample >::GetSample (  )  const

returns the sample pointer

template<class TSample >
const TSample* itk::Statistics::MixtureModelComponentBase< TSample >::GetSample (  )  const

returns the sample pointer

template<class TSample >
double itk::Statistics::MixtureModelComponentBase< TSample >::GetWeight ( unsigned int  index  )  const

returns the index-th weight

template<class TSample >
double itk::Statistics::MixtureModelComponentBase< TSample >::GetWeight ( int  index  ) 

returns the index-th weight

template<class TSample >
virtual const WeightArrayType& itk::Statistics::MixtureModelComponentBase< TSample >::GetWeights (  )  [virtual]

returns the pointer to the weights array

template<class TSample >
WeightArrayType* itk::Statistics::MixtureModelComponentBase< TSample >::GetWeights (  ) 

returns the pointer to the weights array

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::MixtureModelComponentBase< TSample >::New (  )  [static]

Standard Macros

Reimplemented from itk::Object.

Reimplemented in itk::Statistics::GaussianMixtureModelComponent< TSample >, and itk::Statistics::GaussianMixtureModelComponent< 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::MixtureModelComponentBase< 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::GaussianMixtureModelComponent< TSample >, and itk::Statistics::GaussianMixtureModelComponent< TSample >.

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< 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::GaussianMixtureModelComponent< TSample >, and itk::Statistics::GaussianMixtureModelComponent< 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.

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().

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::SetMembershipFunction ( MembershipFunctionType *  function  )  [protected]

stores the pointer to the membership function. subclasses use this funtion to store their membership function object after dynamic creation

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::SetMembershipFunction ( MembershipFunctionType *  function  )  [protected]

stores the pointer to the membership function. subclasses use this funtion to store their membership function object after dynamic creation

void itk::Object::SetMetaDataDictionary ( const MetaDataDictionary &  rhs  )  [inherited]
Returns:
Set the MetaDataDictionary
template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::SetMinimalParametersChange ( double  change  )  [inline]

Definition at line 90 of file Review/Statistics/itkMixtureModelComponentBase.h.

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::SetMinimalParametersChange ( double  change  )  [inline]

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

template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::SetParameters ( const ParametersType &  parameters  )  [virtual]
template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::SetParameters ( const ParametersType &  parameters  )  [virtual]
virtual void itk::Object::SetReferenceCount ( int   )  [virtual, inherited]

Sets the reference count (use with care)

Reimplemented from itk::LightObject.

template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::SetSample ( const TSample *  sample  )  [virtual]

stores the sample pointer

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

template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::SetSample ( const TSample *  sample  )  [virtual]

stores the sample pointer

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

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::SetWeight ( unsigned int  index,
double  value 
)

sets the index-th weight with the "value"

template<class TSample >
void itk::Statistics::MixtureModelComponentBase< TSample >::SetWeight ( int  index,
double  value 
)

sets the index-th weight with the "value"

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

Decrease the reference count (release by another object).

Reimplemented from itk::LightObject.

template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::Update (  )  [virtual]
template<class TSample >
virtual void itk::Statistics::MixtureModelComponentBase< TSample >::Update (  )  [virtual]

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.

The documentation for this class was generated from the following files:
Generated at Tue Jul 13 2010 04:08:59 for ITK by doxygen 1.7.1 written by Dimitri van Heesch, © 1997-2000