Orfeo Toolbox  3.16
Public Types | Public Member Functions | Static Public Member Functions | Protected Types | Protected Member Functions | Protected Attributes | Private Attributes
otb::Statistics::GaussianModelComponent< TSample > Class Template Reference

is a component (derived from ModelComponentBase) for Gaussian class. This class is used in SEMClassifier More...

#include <otbGaussianModelComponent.h>

+ Inheritance diagram for otb::Statistics::GaussianModelComponent< TSample >:
+ Collaboration diagram for otb::Statistics::GaussianModelComponent< TSample >:

List of all members.

Public Types

typedef itk::SmartPointer
< const Self > 		ConstPointer
typedef
itk::Statistics::CovarianceCalculator
< TSample > 		CovarianceEstimatorType
typedef
itk::VariableSizeMatrix
< double > 		CovarianceType
typedef
itk::Statistics::MeanCalculator
< TSample > 		MeanEstimatorType
typedef itk::Array< double > MeanType
typedef
Superclass::MeasurementVectorSizeType 		MeasurementVectorSizeType
typedef
Superclass::MeasurementVectorType 		MeasurementVectorType
typedef
Superclass::MembershipFunctionType 		MembershipFunctionType
typedef
itk::Statistics::GaussianDensityFunction
< MeasurementVectorType > 		NativeMembershipFunctionType
typedef Superclass::ParametersType ParametersType
typedef itk::SmartPointer< Self > Pointer
typedef GaussianModelComponent Self
typedef ModelComponentBase
< TSample > 		Superclass

Public Member Functions

unsigned long AddObserver (const EventObject &event, Command *)
unsigned long AddObserver (const EventObject &event, Command *) const
double Cdf (MeasurementVectorType &measurements)
virtual ::itk::LightObject::Pointer CreateAnother (void) const
virtual void DebugOff () const
virtual void DebugOn () const
virtual void Delete ()
double Evaluate (MeasurementVectorType &measurements)
MembershipFunctionType * GetCdfMembershipFunction ()
Command * GetCommand (unsigned long tag)
bool GetDebug () const
MetaDataDictionary & GetMetaDataDictionary (void)
const MetaDataDictionary & GetMetaDataDictionary (void) const
virtual unsigned long GetMTime () const
virtual const char * GetNameOfClass () const
ParametersType GetParameters ()
MembershipFunctionType * GetPdfMembershipFunction ()
virtual int GetReferenceCount () const
const TSample * GetSample () const
bool HasObserver (const EventObject &event) const
void InvokeEvent (const EventObject &)
void InvokeEvent (const EventObject &) const
virtual void Modified () const
double Pdf (MeasurementVectorType &measurements)
void Print (std::ostream &os, Indent indent=0) const
virtual void Register () const
void RemoveAllObservers ()
void RemoveObserver (unsigned long tag)
void SetCdfMembershipFunction (MembershipFunctionType *function)
void SetDebug (bool debugFlag) const
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
void SetParameters (const ParametersType &parameters)
virtual void SetReferenceCount (int)
virtual void SetSample (const TSample *sample)
virtual void ShowParameters (std::ostream &os, itk::Indent indent) const
virtual void UnRegister () const
virtual void Update ()

Static Public Member Functions

static void BreakOnError ()
static bool GetGlobalWarningDisplay ()
static void GlobalWarningDisplayOff ()
static void GlobalWarningDisplayOn ()
static Pointer New ()
static void SetGlobalWarningDisplay (bool flag)

Protected Types

typedef int InternalReferenceCountType

Protected Member Functions

 GaussianModelComponent ()
virtual ~GaussianModelComponent ()
void GenerateData ()
int IsSampleModified ()
virtual void PrintHeader (std::ostream &os, Indent indent) const
bool PrintObservers (std::ostream &os, Indent indent) const
void PrintSelf (std::ostream &os, itk::Indent indent) const
virtual void PrintTrailer (std::ostream &os, Indent indent) const
void SetPdfMembershipFunction (MembershipFunctionType *function)

Protected Attributes

MembershipFunctionType * m_CdfFunction
ParametersType m_Parameters
MembershipFunctionType * m_PdfFunction
InternalReferenceCountType m_ReferenceCount
SimpleFastMutexLock m_ReferenceCountLock
int m_SampleModified

Private Attributes

CovarianceType m_Covariance
CovarianceEstimatorType::Pointer m_CovarianceEstimator
NativeMembershipFunctionType::Pointer m_GaussianDensityFunction
MeanType m_Mean
MeanEstimatorType::Pointer m_MeanEstimator

Detailed Description

template<class TSample>
class otb::Statistics::GaussianModelComponent< TSample >

is a component (derived from ModelComponentBase) for Gaussian class. This class is used in SEMClassifier

Recent API changes: N/A

See also:
ModelComponentBase, SEMClassifier

Definition at line 45 of file otbGaussianModelComponent.h.

Member Typedef Documentation

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

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 53 of file otbGaussianModelComponent.h.

template<class TSample >
typedef itk::Statistics::CovarianceCalculator<TSample> otb::Statistics::GaussianModelComponent< TSample >::CovarianceEstimatorType

Definition at line 74 of file otbGaussianModelComponent.h.

template<class TSample >
typedef itk::VariableSizeMatrix<double> otb::Statistics::GaussianModelComponent< TSample >::CovarianceType

Definition at line 79 of file otbGaussianModelComponent.h.

typedef int itk::LightObject::InternalReferenceCountType
protectedinherited

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

Definition at line 137 of file itkLightObject.h.

template<class TSample >
typedef itk::Statistics::MeanCalculator<TSample> otb::Statistics::GaussianModelComponent< TSample >::MeanEstimatorType

Types of the mean and the covariance calculator that will update this component's distribution parameters

Definition at line 72 of file otbGaussianModelComponent.h.

template<class TSample >
typedef itk::Array<double> otb::Statistics::GaussianModelComponent< TSample >::MeanType

types of the mean and covariance to be used by NativeMembershipFunctionType

Definition at line 78 of file otbGaussianModelComponent.h.

template<class TSample >
typedef Superclass::MeasurementVectorSizeType otb::Statistics::GaussianModelComponent< TSample >::MeasurementVectorSizeType

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 62 of file otbGaussianModelComponent.h.

template<class TSample >
typedef Superclass::MeasurementVectorType otb::Statistics::GaussianModelComponent< TSample >::MeasurementVectorType

Typedefs from the superclass

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 57 of file otbGaussianModelComponent.h.

template<class TSample >
typedef Superclass::MembershipFunctionType otb::Statistics::GaussianModelComponent< TSample >::MembershipFunctionType

typedef for the MembershipFunctionBase

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 63 of file otbGaussianModelComponent.h.

template<class TSample >
typedef itk::Statistics::GaussianDensityFunction<MeasurementVectorType> otb::Statistics::GaussianModelComponent< TSample >::NativeMembershipFunctionType

Type of the membership function. Gaussian density function

Definition at line 68 of file otbGaussianModelComponent.h.

template<class TSample >
typedef Superclass::ParametersType otb::Statistics::GaussianModelComponent< TSample >::ParametersType

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 64 of file otbGaussianModelComponent.h.

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

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 52 of file otbGaussianModelComponent.h.

template<class TSample >
typedef GaussianModelComponent otb::Statistics::GaussianModelComponent< TSample >::Self

Standard class typedefs.

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 50 of file otbGaussianModelComponent.h.

template<class TSample >
typedef ModelComponentBase<TSample> otb::Statistics::GaussianModelComponent< TSample >::Superclass

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 51 of file otbGaussianModelComponent.h.

Constructor & Destructor Documentation

template<class TSample >
otb::Statistics::GaussianModelComponent< TSample >::GaussianModelComponent ( )
protected

Definition at line 36 of file otbGaussianModelComponent.txx.

template<class TSample >
virtual otb::Statistics::GaussianModelComponent< TSample >::~GaussianModelComponent ( )
inlineprotectedvirtual

Definition at line 93 of file otbGaussianModelComponent.h.

Member Function Documentation

unsigned long itk::Object::AddObserver ( const EventObject &  event,
Command *  cmd 
)
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

Definition at line 389 of file itkObject.cxx.

References itk::SubjectImplementation::AddObserver().

Referenced by otb::StreamingImageVirtualWriter< TInputImage >::GenerateData(), itk::ProgressAccumulator::RegisterInternalFilter(), otb::ImageFileWriter< TInputImage >::Update(), and otb::WriterWatcherBase::WriterWatcherBase().

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

Definition at line 401 of file itkObject.cxx.

References itk::SubjectImplementation::AddObserver().

void itk::LightObject::BreakOnError ( )
staticinherited

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

Definition at line 149 of file itkLightObject.cxx.

template<class TSample >
double otb::Statistics::ModelComponentBase< TSample >::Cdf ( MeasurementVectorType &  measurements)
inlineinherited

returns the cdf of the "measurements" vector

Definition at line 163 of file otbModelComponentBase.txx.

template<class TSample >
virtual::itk::LightObject::Pointer otb::Statistics::GaussianModelComponent< TSample >::CreateAnother ( void  ) const
virtual

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

void itk::Object::DebugOff ( ) const
virtualinherited

Turn debugging output off.

Definition at line 253 of file itkObject.cxx.

void itk::Object::DebugOn ( ) const
virtualinherited

Turn debugging output on.

Definition at line 242 of file itkObject.cxx.

void itk::LightObject::Delete ( )
virtualinherited

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.

Delete a 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.

Definition at line 88 of file itkLightObject.cxx.

template<class TSample >
double otb::Statistics::ModelComponentBase< TSample >::Evaluate ( MeasurementVectorType &  measurements)
inherited

returns the pdf of the "measurements" vector

template<class TSample >
void otb::Statistics::GaussianModelComponent< TSample >::GenerateData ( void  )
protectedvirtual

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 147 of file otbGaussianModelComponent.txx.

References itk::Array< TValueType >::GetElement(), and itk::VariableSizeMatrix< T >::GetVnlMatrix().

template<class TSample >
ModelComponentBase< TSample >::MembershipFunctionType * otb::Statistics::ModelComponentBase< TSample >::GetCdfMembershipFunction ( )
inherited

Definition at line 147 of file otbModelComponentBase.txx.

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.

Definition at line 414 of file itkObject.cxx.

References itk::Object::GetCommand(), and NULL.

Referenced by itk::Object::GetCommand().

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

Get the value of the debug flag.

Definition at line 264 of file itkObject.cxx.

Referenced by otb::ogr::ImageReference< double >::GetDebug().

bool itk::Object::GetGlobalWarningDisplay ( )
staticinherited

Get the value of the global debug output control flag.

Definition at line 381 of file itkObject.cxx.

MetaDataDictionary & itk::Object::GetMetaDataDictionary ( void  )
inherited
Returns:
A reference to this objects MetaDataDictionary.
Warning:
This reference may be changed.

Reimplemented in otb::ImageMetadataInterfaceBase.

Definition at line 532 of file itkObject.cxx.

References NULL.

Referenced by otb::RenderingImageFilter< TInputImage, TOutputImage >::BeforeThreadedGenerateData(), itk::Brains2MaskImageIO::CanReadFile(), otb::DataNode< TPrecision, VDimension, TValuePrecision >::CopyFieldList(), otb::VectorImage< TPixel, VImageDimension >::CopyInformation(), otb::Image< TPixel, VImageDimension >::CopyInformation(), itk::GDCMImageIO::GetBodyPart(), itk::GDCMImageIO::GetInstitution(), itk::GDCMImageIO::GetManufacturer(), itk::GDCMImageIO::GetModality(), itk::GDCMImageIO::GetModel(), itk::GDCMImageIO::GetNumberOfSeriesInStudy(), itk::GDCMImageIO::GetNumberOfStudyRelatedSeries(), itk::GDCMImageIO::GetPatientAge(), itk::GDCMImageIO::GetPatientDOB(), itk::GDCMImageIO::GetPatientID(), itk::GDCMImageIO::GetPatientName(), itk::GDCMImageIO::GetPatientSex(), itk::GDCMImageIO::GetScanOptions(), itk::GDCMImageIO::GetStudyDate(), itk::GDCMImageIO::GetStudyDescription(), itk::GDCMImageIO::GetStudyID(), itk::GDCMImageIO::GetValueFromTag(), otb::GDALImageIO::InternalReadImageInformation(), itk::GDCMImageIO::InternalReadImageInformation(), otb::GDALImageIO::InternalWriteImageInformation(), otb::RAMDrivenAdaptativeStreamingManager< TImage >::PrepareStreaming(), itk::DICOMImageIO2::Read(), itk::DICOMImageIO2::ReadImageInformation(), itk::NrrdImageIO::ReadImageInformation(), otb::JPEG2000ImageIO::ReadImageInformation(), itk::MetaImageIO::ReadImageInformation(), itk::VoxBoCUBImageIO::ReadImageInformation(), itk::MRCImageIO::ReadImageInformation(), itk::IPLCommonImageIO::ReadImageInformation(), itk::PhilipsRECImageIO::ReadImageInformation(), itk::AnalyzeImageIO::ReadImageInformation(), itk::Bruker2DSEQImageIO::ReadImageInformation(), otb::ImageMetadataInterfaceBase::SetImage(), itk::NiftiImageIO::SetImageIOMetadataFromNIfTI(), otb::VectorDataToLabelImageFilter< TVectorData, TOutputImage >::SetOutputParametersFromImage(), itk::NrrdImageIO::Write(), itk::GDCMImageIO::Write(), and itk::PolygonGroupSpatialObjectXMLFileWriter::WriteFile().

const MetaDataDictionary & itk::Object::GetMetaDataDictionary ( void  ) const
inherited
Returns:
A constant reference to this objects MetaDataDictionary.

Reimplemented in otb::ImageMetadataInterfaceBase.

Definition at line 543 of file itkObject.cxx.

References NULL.

unsigned long itk::Object::GetMTime ( void  ) const
virtualinherited

Return this objects modified time.

Return the modification for this object.

Reimplemented in itk::ImageAdaptor< TImage, TAccessor >, itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, otb::Accessor::VectorImageToASPixelAccessor< TImage::PixelType::ValueType > >, 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::ShiftScalePixelAccessor< 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::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::SpatialObject< TDimension >, itk::SpatialObject< 3 >, itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >, itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage >, itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject >, itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet >, itk::DeformationFieldSource< TOutputImage >, itk::ImageSpatialObject< TDimension, TPixelType >, itk::ImageSpatialObject< TDimension, unsigned char >, itk::MeshSpatialObject< TMesh >, and itk::SceneSpatialObject< TSpaceDimension >.

Definition at line 286 of file itkObject.cxx.

Referenced by itk::DeformationFieldSource< TOutputImage >::GetMTime(), itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >::GetMTime(), itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >::GetMTime(), itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType >::GetMTime(), itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >::GetMTime(), itk::SpatialObject< TDimension >::GetMTime(), itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >::GetMTime(), itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime(), otb::Function::NoStretchRenderingFunction< TPixel, TRGBPixel, TPixelRepresentationFunction, TTransferFunction >::Initialize(), otb::Function::StandardRenderingFunction< TPixel, TRGBPixel, TPixelRepresentationFunction, TTransferFunction >::Initialize(), itk::VTKImageExportBase::PipelineModifiedCallback(), and itk::ProcessObject::UpdateOutputInformation().

template<class TSample >
virtual const char* otb::Statistics::GaussianModelComponent< TSample >::GetNameOfClass ( ) const
virtual

Standard part of all itk objects.

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

template<class TSample >
ParametersType otb::Statistics::ModelComponentBase< TSample >::GetParameters ( void  )
inlineinherited

Definition at line 106 of file otbModelComponentBase.h.

template<class TSample >
ModelComponentBase< TSample >::MembershipFunctionType * otb::Statistics::ModelComponentBase< TSample >::GetPdfMembershipFunction ( )
inherited

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

Definition at line 139 of file otbModelComponentBase.txx.

virtual int itk::LightObject::GetReferenceCount ( ) const
inlinevirtualinherited

Gets the reference count on this object.

Definition at line 105 of file itkLightObject.h.

template<class TSample >
const TSample * otb::Statistics::ModelComponentBase< TSample >::GetSample ( ) const
inherited

returns the sample pointer

Definition at line 107 of file otbModelComponentBase.txx.

static void itk::Object::GlobalWarningDisplayOff ( )
inlinestaticinherited

Definition at line 100 of file itkObject.h.

References itk::Object::SetGlobalWarningDisplay().

Referenced by itk::OutputWindow::DisplayText(), itk::Win32OutputWindow::PromptText(), and itk::Win32OutputWindow::WndProc().

static void itk::Object::GlobalWarningDisplayOn ( )
inlinestaticinherited

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.

Definition at line 467 of file itkObject.cxx.

void itk::Object::InvokeEvent ( const EventObject &  event)
inherited

Call Execute on all the Commands observing this event id.

Definition at line 446 of file itkObject.cxx.

Referenced by otb::Wrapper::Application::AddProcess(), itk::ParallelSparseFieldLevelSetImageFilter< TInputImage, TOutputImage >::IterateThreaderCallback(), and itk::VTKImageExportBase::UpdateDataCallback().

void itk::Object::InvokeEvent ( const EventObject &  event) const
inherited

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

Definition at line 457 of file itkObject.cxx.

template<class TSample >
int otb::Statistics::ModelComponentBase< TSample >::IsSampleModified ( )
protectedinherited

Test on new data

Definition at line 171 of file otbModelComponentBase.txx.

void itk::Object::Modified ( void  ) const
virtualinherited

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

Make sure this object's modified time is greater than all others.

Reimplemented in otb::SVMModel< TValue, TLabel >, otb::SurfaceAdjacencyEffect6SCorrectionSchemeFilter< TInputImage, TOutputImage >, itk::ImageAdaptor< TImage, TAccessor >, itk::ImageAdaptor< TImage, Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, otb::Accessor::VectorImageToASPixelAccessor< TImage::PixelType::ValueType > >, 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::ShiftScalePixelAccessor< 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 > >, otb::GenericRSTransform< TScalarType, NInputDimensions, NOutputDimensions >, otb::MeanShiftImageFilter< TInputImage, TOutputImage, TLabeledOutput, TBufferConverter >, otb::MeanShiftImageFilter< TInputImage, TOutputImage, TLabeledOutput, MeanShift::VectorBufferConverter >, otb::GCPsToRPCSensorModelImageFilter< TImage >, otb::Polygon< TValue >, otb::ImageRegionAdaptativeSplitter< VImageDimension >, otb::GenericInterpolateImageFunction< TInputImage, TFunction, TBoundaryCondition, TCoordRep >, itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel >, otb::PolyLineParametricPathWithValue< TValue, VDimension >, itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel >, otb::PolyLineParametricPathWithValue< TValue, 2 >, itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel >, otb::PhysicalToRPCSensorModelImageFilter< TImage >, itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel >, itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter >, itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, RankImageFilter< TInputImage, TInputImage, FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > >, itk::NormalizeImageFilter< TInputImage, TOutputImage >, and otb::StatisticsXMLFileReader< TMeasurementVector >.

Definition at line 297 of file itkObject.cxx.

Referenced by otb::Wrapper::InputImageListParameter::AddFromFileName(), otb::Wrapper::InputVectorDataListParameter::AddFromFileName(), otb::Wrapper::InputImageListParameter::AddImage(), otb::Wrapper::InputImageListParameter::AddNullElement(), otb::Wrapper::InputVectorDataListParameter::AddNullElement(), otb::Wrapper::StringListParameter::AddNullElement(), otb::VectorDataModel::AddPointToGeometry(), otb::Wrapper::InputVectorDataListParameter::AddVectorData(), otb::Wrapper::InputImageListParameter::ClearValue(), otb::Wrapper::InputVectorDataListParameter::ClearValue(), otb::VectorDataModel::DeleteGeometry(), otb::VectorDataModel::EndGeometry(), otb::Wrapper::InputImageListParameter::Erase(), otb::Wrapper::InputVectorDataListParameter::Erase(), itk::NarrowBandImageFilterBase< TInputImage, Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::InsertNarrowBandNode(), otb::ImageWidget< TInputImage >::LinearInterpolationOff(), otb::ImageWidget< TInputImage >::LinearInterpolationOn(), itk::MatrixOffsetTransformBase< TScalarType, NInputDimensions, NOutputDimensions >::MatrixOffsetTransformBase(), otb::ogr::ImageReference< double >::Modified(), otb::Function::StandardRenderingFunction< TPixel, TRGBPixel, TPixelRepresentationFunction, TTransferFunction >::SetAutoMinMax(), otb::BlendingImageFilter< TInputImage1, TInputImage2, TOutputImage >::SetBlendingFunction(), otb::ImageLayerGenerator< TImageLayer >::SetBlendingFunction(), otb::TileMapImageIO::SetCacheDirectory(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), otb::Function::StandardRenderingFunction< TPixel, TRGBPixel, TPixelRepresentationFunction, TTransferFunction >::SetChannelList(), itk::LBFGSBOptimizer::SetCostFunction(), itk::MINC2ImageIO::SetDimensionName(), itk::ImageIOBase::SetDimensions(), itk::ImageIOBase::SetDirection(), otb::Wrapper::InputImageListParameter::SetImageList(), itk::GDCMSeriesFileNames::SetInputDirectory(), otb::HistogramStatisticsFunction< TInputHistogram, TOutput >::SetInputHistogram(), otb::ImageToGenericRSOutputParameters< TImage >::SetInputKeywordList(), otb::Wrapper::InputVectorDataListParameter::SetListFromFileName(), otb::Wrapper::InputImageListParameter::SetListFromFileName(), otb::Function::RenderingFunction< TPixel, TRGBPixel >::SetListSample(), 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(), otb::Wrapper::InputImageListParameter::SetNthFileName(), otb::Wrapper::InputVectorDataListParameter::SetNthFileName(), itk::ImageIOBase::SetNumberOfDimensions(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset(), itk::ImageIOBase::SetOrigin(), otb::ImageToGenericRSOutputParameters< TImage >::SetOutputProjectionRef(), otb::MapProjectionAdapter::SetParameter(), otb::Function::GaussianRenderingFunction< TPixel, TRGBPixel, TPixelRepresentationFunction, TTransferFunction >::SetParameters(), otb::Function::StandardRenderingFunction< TPixel, TRGBPixel, TPixelRepresentationFunction, TTransferFunction >::SetParameters(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds(), otb::ImageLayerGenerator< TImageLayer >::SetRenderingFunction(), otb::RenderingImageFilter< TInputImage, TOutputImage >::SetRenderingFunction(), itk::ImageIOBase::SetSpacing(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds(), itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation(), otb::Wrapper::OutputFilenameParameter::SetValue(), otb::Wrapper::InputFilenameParameter::SetValue(), otb::Wrapper::ListViewParameter::SetValue(), otb::Wrapper::ChoiceParameter::SetValue(), otb::Wrapper::InputVectorDataListParameter::SetVectorDataList(), and otb::MapProjectionAdapter::SetWkt().

template<class TSample >
static Pointer otb::Statistics::GaussianModelComponent< TSample >::New ( )
static

Standard Macros

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

template<class TSample >
double otb::Statistics::ModelComponentBase< TSample >::Pdf ( MeasurementVectorType &  measurements)
inlineinherited

Definition at line 155 of file otbModelComponentBase.txx.

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

Cause the object to print itself out.

Avoid DLL boundary problems. This function will be common to all itk objects. It just calls the header/self/trailer virtual print methods, which can be overriden by subclasses (any itk object).

Definition at line 135 of file itkLightObject.cxx.

References itk::Indent::GetNextIndent().

Referenced by itk::operator<<().

void itk::LightObject::PrintHeader ( std::ostream &  os,
Indent  indent 
) const
protectedvirtualinherited

Define a default print header for all objects.

Definition at line 320 of file itkLightObject.cxx.

bool itk::Object::PrintObservers ( std::ostream &  os,
Indent  indent 
) const
protectedinherited

Definition at line 478 of file itkObject.cxx.

template<class TSample >
void otb::Statistics::GaussianModelComponent< TSample >::PrintSelf ( std::ostream &  os,
itk::Indent  indent 
) const
protectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Chaining method to print an object's instance variables, as well as its superclasses.

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 46 of file otbGaussianModelComponent.txx.

void itk::LightObject::PrintTrailer ( std::ostream &  os,
Indent  indent 
) const
protectedvirtualinherited

Define a default print trailer for all objects.

Definition at line 331 of file itkLightObject.cxx.

void itk::Object::Register ( ) const
virtualinherited

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

Reimplemented from itk::LightObject.

Definition at line 309 of file itkObject.cxx.

Referenced by itk::ObjectFactoryBase::RegisterFactory().

void itk::Object::RemoveAllObservers ( )
inherited

Remove all observers .

Definition at line 435 of file itkObject.cxx.

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

Remove the observer with this tag value.

Definition at line 425 of file itkObject.cxx.

Referenced by otb::StreamingImageVirtualWriter< TInputImage >::GenerateData(), and otb::ImageFileWriter< TInputImage >::Update().

template<class TSample >
void otb::Statistics::ModelComponentBase< TSample >::SetCdfMembershipFunction ( MembershipFunctionType *  function)
inherited

stores the pointer to the membership function. subclasses use this funtion to store their membership function object after dynamic creation, when available (the Pdf part is protected as soon as it consodered to be known for all ModelComponent)

Definition at line 131 of file otbModelComponentBase.txx.

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

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

Definition at line 275 of file itkObject.cxx.

void itk::Object::SetGlobalWarningDisplay ( bool  val)
staticinherited

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

Set the value of the global debug output control flag.

Definition at line 370 of file itkObject.cxx.

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

void itk::Object::SetMetaDataDictionary ( const MetaDataDictionary &  rhs)
inherited
Returns:
Set the MetaDataDictionary

Reimplemented in otb::ImageMetadataInterfaceBase.

Definition at line 554 of file itkObject.cxx.

References NULL.

Referenced by otb::VectorImage< TPixel, VImageDimension >::CopyInformation(), and otb::Image< TPixel, VImageDimension >::CopyInformation().

template<class TSample >
void otb::Statistics::GaussianModelComponent< TSample >::SetParameters ( const ParametersType &  parameters)

Sets the component's distribution parameters. e.g. Then user can call directly Pdf( MeasurementVectorType & )

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 114 of file otbGaussianModelComponent.txx.

References itk::Array< TValueType >::SetSize().

template<class TSample >
void otb::Statistics::ModelComponentBase< TSample >::SetPdfMembershipFunction ( MembershipFunctionType *  function)
protectedinherited

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

Definition at line 123 of file otbModelComponentBase.txx.

void itk::Object::SetReferenceCount ( int  ref)
virtualinherited

Sets the reference count (use with care)

If there is a delete method, invoke it.

Reimplemented from itk::LightObject.

Definition at line 347 of file itkObject.cxx.

template<class TSample >
void otb::Statistics::GaussianModelComponent< TSample >::SetSample ( const TSample *  sample)
virtual

Sets the input sample

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 78 of file otbGaussianModelComponent.txx.

template<class TSample >
void otb::Statistics::GaussianModelComponent< TSample >::ShowParameters ( std::ostream &  os,
itk::Indent  indent 
) const
virtual

Show the parameters in a minimal form in comparison to PrintSelf

Reimplemented from otb::Statistics::ModelComponentBase< TSample >.

Definition at line 58 of file otbGaussianModelComponent.txx.

void itk::Object::UnRegister ( ) const
virtualinherited

Decrease the reference count (release by another object).

If there is a delete method, invoke it.

Reimplemented from itk::LightObject.

Definition at line 324 of file itkObject.cxx.

Referenced by itk::Object::New(), and itk::ObjectFactoryBase::UnRegisterFactory().

template<class TSample >
void otb::Statistics::ModelComponentBase< TSample >::Update ( void  )
virtualinherited

Update parameter estimation if necessary (mainly when sample has changed)

Definition at line 179 of file otbModelComponentBase.txx.

Referenced by main().

Member Data Documentation

template<class TSample >
MembershipFunctionType* otb::Statistics::ModelComponentBase< TSample >::m_CdfFunction
protectedinherited

SmartPointer to the memberhip function - here cumulative function

Definition at line 153 of file otbModelComponentBase.h.

template<class TSample >
CovarianceType otb::Statistics::GaussianModelComponent< TSample >::m_Covariance
private

Definition at line 105 of file otbGaussianModelComponent.h.

template<class TSample >
CovarianceEstimatorType::Pointer otb::Statistics::GaussianModelComponent< TSample >::m_CovarianceEstimator
private

Definition at line 102 of file otbGaussianModelComponent.h.

template<class TSample >
NativeMembershipFunctionType::Pointer otb::Statistics::GaussianModelComponent< TSample >::m_GaussianDensityFunction
private

Definition at line 99 of file otbGaussianModelComponent.h.

template<class TSample >
MeanType otb::Statistics::GaussianModelComponent< TSample >::m_Mean
private

Definition at line 104 of file otbGaussianModelComponent.h.

template<class TSample >
MeanEstimatorType::Pointer otb::Statistics::GaussianModelComponent< TSample >::m_MeanEstimator
private

Definition at line 101 of file otbGaussianModelComponent.h.

template<class TSample >
ParametersType otb::Statistics::ModelComponentBase< TSample >::m_Parameters
protectedinherited

Set of parameters necessary for the statistical models

Definition at line 143 of file otbModelComponentBase.h.

template<class TSample >
MembershipFunctionType* otb::Statistics::ModelComponentBase< TSample >::m_PdfFunction
protectedinherited

SmartPointer to the memberhip function - here density function

Definition at line 151 of file otbModelComponentBase.h.

InternalReferenceCountType itk::LightObject::m_ReferenceCount
mutableprotectedinherited

Number of uses of this object by other objects.

Definition at line 141 of file itkLightObject.h.

SimpleFastMutexLock itk::LightObject::m_ReferenceCountLock
mutableprotectedinherited

Mutex lock to protect modification to the reference count

Definition at line 144 of file itkLightObject.h.

template<class TSample >
int otb::Statistics::ModelComponentBase< TSample >::m_SampleModified
protectedinherited

indicative flag of membership function's parameter changes

Definition at line 155 of file otbModelComponentBase.h.

The documentation for this class was generated from the following files:
Generated at Sun Feb 3 2013 04:27:19 for Orfeo Toolbox with doxygen 1.8.1.1