ITK  4.13.0
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Public Types | Public Member Functions | Protected Types | Protected Member Functions | List of all members
itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample > Class Template Reference
Module ITKStatistics

#include <itkStandardDeviationPerComponentSampleFilter.h>

+ Inheritance diagram for itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >:
+ Collaboration diagram for itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >:

Detailed Description

template<typename TSample>
class itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >

Calculates the covariance matrix of the target sample data.

The filter calculates first the sample mean and use it in the covariance calculation. The covariance is computed as follows Let $\Sigma$ denotes covariance matrix for the sample, then: When $x_{i}$ is $i$th component of a measurement vector $\vec x$, $\mu_{i}$ is the $i$th componet of the $\vec\mu$, and the $\sigma_{ij}$ is the $ij$th componet $\Sigma$, $\sigma_{ij} = (x_{i} - \mu_{i})(x_{j} - \mu_{j})$

Without the plugged in mean vector, this calculator will perform the single pass mean and covariance calculation algorithm.

Definition at line 49 of file itkStandardDeviationPerComponentSampleFilter.h.

Public Types

typedef SmartPointer< const Self > ConstPointer
 
typedef
SimpleDataObjectDecorator
< MeasurementVectorRealType > 		MeasurementVectorRealDecoratedType
 
typedef NumericTraits
< MeasurementVectorType >
::RealType 		MeasurementVectorRealType
 
typedef
TSample::MeasurementVectorSizeType 		MeasurementVectorSizeType
 
typedef
TSample::MeasurementVectorType 		MeasurementVectorType
 
typedef
MeasurementVectorRealDecoratedType 		OutputType
 
typedef SmartPointer< Self > Pointer
 
typedef TSample SampleType
 
typedef
StandardDeviationPerComponentSampleFilter 		Self
 
typedef ProcessObject Superclass
 
- Public Types inherited from itk::ProcessObject
typedef SmartPointer< const Self > ConstPointer
 
typedef
DataObject::DataObjectIdentifierType 		DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef std::vector
< DataObjectPointer > 		DataObjectPointerArray
 
typedef
DataObjectPointerArray::size_type 		DataObjectPointerArraySizeType
 
typedef MultiThreader MultiThreaderType
 
typedef std::vector
< DataObjectIdentifierType > 		NameArray
 
typedef SmartPointer< Self > Pointer
 
typedef ProcessObject Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const Self > ConstPointer
 
typedef SmartPointer< Self > Pointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const Self > ConstPointer
 
typedef SmartPointer< Self > Pointer
 
typedef LightObject Self
 

Public Member Functions

const SampleType * GetInput () const
 
const MeasurementVectorRealType GetMeanPerComponent () const
 
const
MeasurementVectorRealDecoratedType * 		GetMeanPerComponentOutput () const
 
const MeasurementVectorRealType GetStandardDeviationPerComponent () const
 
const
MeasurementVectorRealDecoratedType * 		GetStandardDeviationPerComponentOutput () const
 
void SetInput (const SampleType *sample)
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
MultiThreaderType * GetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual
DataObjectPointerArraySizeType 		GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual const float & GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
virtual DataObjectPointer MakeOutput (const DataObjectIdentifierType &)
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
void SetProgress (float progress)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
virtual const ThreadIdType & GetNumberOfThreads () const
 
- 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 ()
 
const MetaDataDictionary & GetMetaDataDictionary () const
 
virtual ModifiedTimeType 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 override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () 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
 

Protected Types

typedef DataObject::Pointer DataObjectPointer
 
typedef
ProcessObject::DataObjectPointerArraySizeType 		DataObjectPointerArraySizeType
 

Protected Member Functions

virtual void GenerateData () override
 
MeasurementVectorSizeType GetMeasurementVectorSize () const
 
virtual DataObjectPointer MakeOutput (DataObjectPointerArraySizeType idx) override
 
virtual void PrintSelf (std::ostream &os, Indent indent) const override
 
 StandardDeviationPerComponentSampleFilter ()
 
virtual ~StandardDeviationPerComponentSampleFilter () override
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
void AddOptionalInputName (const DataObjectIdentifierType &)
 
void AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateInputRequestedRegion ()
 
virtual void GenerateOutputInformation ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObject * GetInput (const DataObjectIdentifierType &key)
 
const DataObject * GetInput (const DataObjectIdentifierType &key) const
 
virtual const
DataObjectPointerArraySizeType & 		GetNumberOfRequiredInputs () const
 
virtual const
DataObjectPointerArraySizeType & 		GetNumberOfRequiredOutputs () const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
 itkLegacyMacro (virtual void RemoveOutput(DataObject *output))
 
 itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))
 
 itkLegacyMacro (virtual void RemoveInput(DataObject *input))
 
 itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
virtual void PopBackInput ()
 
virtual void PopFrontInput ()
 
 ProcessObject ()
 
virtual void PropagateResetPipeline ()
 
virtual void PushBackInput (const DataObject *input)
 
virtual void PushFrontInput (const DataObject *input)
 
virtual void ReleaseInputs ()
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *input)
 
virtual void SetPrimaryOutput (DataObject *output)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyInputInformation ()
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject () override
 
DataObject * GetInput (DataObjectPointerArraySizeType idx)
 
const DataObject * GetInput (DataObjectPointerArraySizeType idx) const
 
DataObject * GetPrimaryInput ()
 
const DataObject * GetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName (void) const
 
DataObject * GetOutput (const DataObjectIdentifierType &key)
 
const DataObject * GetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName (void) const
 
DataObject * GetOutput (DataObjectPointerArraySizeType idx)
 
const DataObject * GetOutput (DataObjectPointerArraySizeType idx) const
 
DataObject * GetPrimaryOutput ()
 
const DataObject * GetPrimaryOutput () const
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
virtual ~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 PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 
virtual const char * GetNameOfClass () const
 
virtual ::itk::LightObject::Pointer CreateAnother () const
 
static Pointer New ()
 

Additional Inherited Members

- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime
 
bool m_Updating
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Member Typedef Documentation

template<typename TSample >
typedef SmartPointer< const Self > itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::ConstPointer

Definition at line 57 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef DataObject::Pointer itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::DataObjectPointer
protected

DataObject pointer

Definition at line 102 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef ProcessObject::DataObjectPointerArraySizeType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::DataObjectPointerArraySizeType
protected

Definition at line 104 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef SimpleDataObjectDecorator< MeasurementVectorRealType > itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::MeasurementVectorRealDecoratedType

MeasurementVector is not a DataObject, we need to decorate it to push it down a ProcessObject's pipeline

Definition at line 80 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef NumericTraits< MeasurementVectorType >::RealType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::MeasurementVectorRealType

Definition at line 70 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef TSample::MeasurementVectorSizeType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::MeasurementVectorSizeType

Length of a measurement vector

Definition at line 62 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef TSample::MeasurementVectorType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::MeasurementVectorType

Measurement vector type

Definition at line 69 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef MeasurementVectorRealDecoratedType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::OutputType

Definition at line 82 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef SmartPointer< Self > itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::Pointer

Definition at line 56 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef TSample itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::SampleType

Definition at line 58 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef StandardDeviationPerComponentSampleFilter itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::Self

Standard class typedefs.

Definition at line 54 of file itkStandardDeviationPerComponentSampleFilter.h.

template<typename TSample >
typedef ProcessObject itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::Superclass

Definition at line 55 of file itkStandardDeviationPerComponentSampleFilter.h.

Constructor & Destructor Documentation

template<typename TSample >
itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::StandardDeviationPerComponentSampleFilter ( )
protected
template<typename TSample >
virtual itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::~StandardDeviationPerComponentSampleFilter ( )
overrideprotectedvirtual

Member Function Documentation

template<typename TSample >
virtual::itk::LightObject::Pointer itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::CreateAnother ( ) const
virtual

Standard Macros

Reimplemented from itk::Object.

template<typename TSample >
virtual void itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GenerateData ( void  )
overrideprotectedvirtual

This method causes the filter to generate its output.

Reimplemented from itk::ProcessObject.

template<typename TSample >
const SampleType* itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GetInput ( ) const
template<typename TSample >
const MeasurementVectorRealType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GetMeanPerComponent ( ) const

Return the mean vector

template<typename TSample >
const MeasurementVectorRealDecoratedType* itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GetMeanPerComponentOutput ( ) const
template<typename TSample >
MeasurementVectorSizeType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GetMeasurementVectorSize ( ) const
protected
template<typename TSample >
virtual const char* itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GetNameOfClass ( ) const
virtual

Standard Macros

Reimplemented from itk::ProcessObject.

template<typename TSample >
const MeasurementVectorRealType itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GetStandardDeviationPerComponent ( ) const

Return the standard deviation vector

template<typename TSample >
const MeasurementVectorRealDecoratedType* itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::GetStandardDeviationPerComponentOutput ( ) const
template<typename TSample >
virtual DataObjectPointer itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::MakeOutput ( DataObjectPointerArraySizeType  idx)
overrideprotectedvirtual

Make a DataObject of the correct type to used as the specified output.

Every ProcessObject subclass must be able to create a DataObject that can be used as a specified output. This method is automatically called when DataObject::DisconnectPipeline() is called. DataObject::DisconnectPipeline, disconnects a data object from being an output of its current source. When the data object is disconnected, the ProcessObject needs to construct a replacement output data object so that the ProcessObject is in a valid state. So DataObject::DisconnectPipeline eventually calls ProcessObject::MakeOutput. Note that MakeOutput always returns a itkSmartPointer to a DataObject. ImageSource and MeshSource override this method to create the correct type of image and mesh respectively. If a filter has multiple outputs of different types, then that filter must provide an implementation of MakeOutput().

Reimplemented from itk::ProcessObject.

template<typename TSample >
static Pointer itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::New ( )
static

Standard Macros

template<typename TSample >
virtual void itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
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::ProcessObject.

template<typename TSample >
void itk::Statistics::StandardDeviationPerComponentSampleFilter< TSample >::SetInput ( const SampleType *  sample)
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