itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage > Class Template Reference
[Markov Random Field-based Filters]

#include <itkRGBGibbsPriorFilter.h>

Inheritance diagram for itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >:

[legend]Collaboration diagram for itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >:

[legend]List of all members.

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Detailed Description

template<class TInputImage, class TClassifiedImage>
class itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >

RGBGibbsPriorFilter applies Gibbs Prior model for the segmentation of MRF images. The core of the method is based on the minimization of a Gibbsian energy function. This energy function f can be divided into three part: f = f_1 + f_2 + f_3; f_1 is related to the object homogeneity, f_2 is related to the boundary smoothness, f_3 is related to the constraint of the observation (or the noise model). The two force components f_1 and f_3 are minimized by the GradientEnergy method while f_2 is minized by the GibbsTotalEnergy method.

Definition at line 47 of file itkRGBGibbsPriorFilter.h.

Public Types
typedef ImageClassifierBase< TInputImage, TClassifiedImage >	ClassifierType
typedef SmartPointer< const Self >	ConstPointer
typedef DataObject::Pointer	DataObjectPointer
typedef std::vector< DataObjectPointer >	DataObjectPointerArray
typedef DataObjectPointerArray::size_type	DataObjectPointerArraySizeType
typedef TInputImage::IndexType	IndexType
typedef Superclass::IndexValueType	IndexValueType
typedef TInputImage::ConstPointer	InputImageConstPointer
typedef InputImageFaceListType::iterator	InputImageFaceListIterator
typedef InputImageFacesCalculator::FaceListType	InputImageFaceListType
typedef NeighborhoodAlgorithm::ImageBoundaryFacesCalculator< TInputImage >	InputImageFacesCalculator
typedef ConstNeighborhoodIterator< TInputImage >	InputImageNeighborhoodIterator
typedef InputImageNeighborhoodIterator::RadiusType	InputImageNeighborhoodRadiusType
typedef Superclass::InputImagePixelType	InputImagePixelType
typedef TInputImage::Pointer	InputImagePointer
typedef Superclass::InputImageRegionConstIterator	InputImageRegionConstIterator
typedef Superclass::InputImageRegionIterator	InputImageRegionIterator
typedef TInputImage::RegionType	InputImageRegionType
typedef TInputImage	InputImageType
typedef TInputImage::PixelType	InputImageVecType
typedef TInputImage::PixelType	InputPixelType
typedef LabelledImageFaceListType::iterator	LabelledImageFaceListIterator
typedef LabelledImageFacesCalculator::FaceListType	LabelledImageFaceListType
typedef NeighborhoodAlgorithm::ImageBoundaryFacesCalculator< TClassifiedImage >	LabelledImageFacesCalculator
typedef TClassifiedImage::IndexType	LabelledImageIndexType
typedef NeighborhoodIterator< TClassifiedImage >	LabelledImageNeighborhoodIterator
typedef LabelledImageNeighborhoodIterator::RadiusType	LabelledImageNeighborhoodRadiusType
typedef TClassifiedImage::OffsetType	LabelledImageOffsetType
typedef Superclass::LabelledImagePixelType	LabelledImagePixelType
typedef TClassifiedImage::Pointer	LabelledImagePointer
typedef Superclass::LabelledImageRegionIterator	LabelledImageRegionIterator
typedef TClassifiedImage::RegionType	LabelledImageRegionType
typedef TClassifiedImage::Pointer	LabelledImageType
typedef unsigned int	LabelType
typedef vnl_matrix< double >	MatrixType
typedef TInputImage::SizeType	NeighborhoodRadiusType
typedef Superclass::OutputImagePixelType	OutputImagePixelType
typedef Superclass::OutputImagePointer	OutputImagePointer
typedef Superclass::OutputImageRegionType	OutputImageRegionType
typedef TClassifiedImage	OutputImageType
typedef SmartPointer< Self >	Pointer
typedef RGBGibbsPriorFilter	Self
typedef TInputImage::SizeType	SizeType
enum	StopConditionType {   MaximumNumberOfIterations = 1,   ErrorTolerance }
typedef MRFImageFilter< TInputImage, TClassifiedImage >	Superclass
typedef TClassifiedImage::PixelType	TrainingImagePixelType
typedef TClassifiedImage::Pointer	TrainingImagePointer
typedef TClassifiedImage::Pointer	TrainingImageType
Public Member Functions
virtual void	AbortGenerateDataOff ()
virtual void	AbortGenerateDataOn ()
virtual LightObject::Pointer	CreateAnother () const
virtual void	DebugOff () const
virtual void	DebugOn () const
virtual void	Delete ()
virtual const bool &	GetAbortGenerateData ()
Command *	GetCommand (unsigned long tag)
bool	GetDebug () const
const InputImageType *	GetInput (unsigned int idx)
const InputImageType *	GetInput (void)
DataObjectPointerArray &	GetInputs ()
LabelledImageType	GetLabelledImage ()
virtual unsigned int	GetMaximumNumberOfIterations ()
const MetaDataDictionary &	GetMetaDataDictionary (void) const
MetaDataDictionary &	GetMetaDataDictionary (void)
virtual unsigned long	GetMTime () const
MultiThreader *	GetMultiThreader ()
virtual const char *	GetNameOfClass () const
const NeighborhoodRadiusType	GetNeighborhoodRadius () const
virtual unsigned int	GetNumberOfClasses ()
DataObjectPointerArraySizeType	GetNumberOfInputs () const
virtual const unsigned int &	GetNumberOfIterations ()
virtual DataObjectPointerArraySizeType	GetNumberOfValidRequiredInputs () const
OutputImageType *	GetOutput (unsigned int idx)
OutputImageType *	GetOutput (void)
virtual const float &	GetProgress ()
virtual int	GetReferenceCount () const
virtual const StopConditionType &	GetStopCondition ()
virtual void	GraftNthOutput (unsigned int idx, DataObject *output)
virtual void	GraftOutput (DataObject *output)
bool	HasObserver (const EventObject &event) const
void	InvokeEvent (const EventObject &) const
void	InvokeEvent (const EventObject &)
	itkStaticConstMacro (OutputImageDimension, unsigned int, TClassifiedImage::ImageDimension)
	itkStaticConstMacro (ClassifiedImageDimension, unsigned int, TClassifiedImage::ImageDimension)
	itkStaticConstMacro (InputImageDimension, unsigned int, TInputImage::ImageDimension)
	itkStaticConstMacro (ImageDimension, unsigned int, TInputImage::ImageDimension)
virtual DataObjectPointer	MakeOutput (unsigned int idx)
virtual void	Modified () const
virtual void	PopBackInput ()
virtual void	PopFrontInput ()
virtual void	PrepareOutputs ()
void	Print (std::ostream &os, Indent indent=0) const
virtual void	PropagateRequestedRegion (DataObject *output)
virtual void	PushBackInput (const InputImageType *image)
virtual void	PushFrontInput (const InputImageType *image)
virtual void	Register () const
void	RemoveAllObservers ()
void	RemoveObserver (unsigned long tag)
virtual void	ResetPipeline ()
virtual void	SetAbortGenerateData (bool _arg)
virtual void	SetBoundaryGradient (unsigned int _arg)
void	SetClassifier (typename ClassifierType::Pointer ptrToClassifier)
virtual void	SetClusterSize (unsigned int _arg)
void	SetDebug (bool debugFlag) const
virtual void	SetInput (unsigned int, const TInputImage *image)
virtual void	SetInput (const InputImageType *image)
void	SetLabelledImage (LabelledImageType LabelledImage)
virtual void	SetMaximumNumberOfIterations (unsigned int _arg)
void	SetMetaDataDictionary (const MetaDataDictionary &rhs)
void	SetNeighborhoodRadius (const unsigned long *radiusArray)
void	SetNeighborhoodRadius (const unsigned long)
void	SetNeighborhoodRadius (const NeighborhoodRadiusType &)
virtual void	SetNumberOfClasses (unsigned int _arg)
virtual void	SetObjectLabel (LabelType _arg)
virtual void	SetObjectThreshold (double _arg)
virtual void	SetProgress (float _arg)
virtual void	SetReferenceCount (int)
virtual void	SetStartPoint (IndexType _arg)
void	SetTrainingImage (TrainingImageType image)
virtual void	UnRegister () const
virtual void	Update ()
virtual void	UpdateLargestPossibleRegion ()
virtual void	UpdateOutputData (DataObject *output)
virtual void	UpdateOutputInformation ()
void	UpdateProgress (float amount)
unsigned long	AddObserver (const EventObject &event, Command *) const
unsigned long	AddObserver (const EventObject &event, Command *)
virtual double	GetCliqueWeight_1 ()
virtual double	GetCliqueWeight_2 ()
virtual double	GetCliqueWeight_3 ()
virtual double	GetCliqueWeight_4 ()
virtual double	GetCliqueWeight_5 ()
virtual double	GetCliqueWeight_6 ()
virtual void	SetCliqueWeight_1 (double _arg)
virtual void	SetCliqueWeight_2 (double _arg)
virtual void	SetCliqueWeight_3 (double _arg)
virtual void	SetCliqueWeight_4 (double _arg)
virtual void	SetCliqueWeight_5 (double _arg)
virtual void	SetCliqueWeight_6 (double _arg)
virtual double	GetErrorTolerance ()
virtual void	SetErrorTolerance (double _arg)
virtual std::vector< double >	GetMRFNeighborhoodWeight ()
virtual void	SetMRFNeighborhoodWeight (std::vector< double > BetaMatrix)
DataObjectPointerArraySizeType	GetNumberOfOutputs () const
DataObjectPointerArray &	GetOutputs ()
virtual const int &	GetNumberOfThreads ()
virtual void	SetNumberOfThreads (int _arg)
virtual const bool &	GetReleaseDataBeforeUpdateFlag ()
virtual void	ReleaseDataBeforeUpdateFlagOff ()
virtual void	ReleaseDataBeforeUpdateFlagOn ()
virtual void	SetReleaseDataBeforeUpdateFlag (bool _arg)
virtual bool	GetReleaseDataFlag () const
void	ReleaseDataFlagOff ()
void	ReleaseDataFlagOn ()
virtual void	SetReleaseDataFlag (bool flag)
virtual double	GetSmoothingFactor ()
virtual void	SetSmoothingFactor (double _arg)
Static Public Member Functions
static void	BreakOnError ()
static Pointer	New ()
static bool	GetGlobalWarningDisplay ()
static void	GlobalWarningDisplayOff ()
static void	GlobalWarningDisplayOn ()
static void	SetGlobalWarningDisplay (bool flag)
Protected Types
typedef ImageToImageFilterDetail::ImageRegionCopier< itkGetStaticConstMacro(OutputImageDimension), itkGetStaticConstMacro(InputImageDimension)>	InputToOutputRegionCopierType
typedef ImageRegionIterator< LabelStatusImageType >	LabelStatusImageIterator
typedef NeighborhoodIterator< LabelStatusImageType >	LabelStatusImageNeighborhoodIterator
typedef LabelStatusImageType::Pointer	LabelStatusImagePointer
typedef Image< int, itkGetStaticConstMacro(InputImageDimension) >	LabelStatusImageType
typedef LabelStatusImageType::IndexType	LabelStatusIndexType
typedef LabelStatusImageType::RegionType	LabelStatusRegionType
typedef ImageToImageFilterDetail::ImageRegionCopier< itkGetStaticConstMacro(InputImageDimension), itkGetStaticConstMacro(OutputImageDimension)>	OutputToInputRegionCopierType
Protected Member Functions
virtual void	AfterThreadedGenerateData ()
void	Allocate ()
virtual void	AllocateOutputs ()
virtual void	ApplyGibbsLabeller ()
virtual void	ApplyGPImageFilter ()
virtual void	ApplyMRFImageFilter ()
virtual void	BeforeThreadedGenerateData ()
virtual void	CacheInputReleaseDataFlags ()
virtual void	CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
virtual void	CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
virtual void	DoNeighborhoodOperation (const InputImageNeighborhoodIterator &imageIter, LabelledImageNeighborhoodIterator &labelledIter, LabelStatusImageNeighborhoodIterator &labelStatusIter)
virtual void	EnlargeOutputRequestedRegion (DataObject *)
virtual void	GenerateData ()
virtual void	GenerateInputRequestedRegion ()
virtual void	GenerateOutputInformation ()
virtual void	GenerateOutputRequestedRegion (DataObject *output)
virtual void	MinimizeFunctional ()
bool	PrintObservers (std::ostream &os, Indent indent) const
void	PrintSelf (std::ostream &os, Indent indent) const
virtual void	PropagateResetPipeline ()
void	PushBackInput (const DataObject *input)
void	PushFrontInput (const DataObject *input)
virtual void	ReleaseInputs ()
virtual void	RestoreInputReleaseDataFlags ()
	RGBGibbsPriorFilter ()
void	SetNumberOfInputs (unsigned int num)
void	SetNumberOfOutputs (unsigned int num)
virtual int	SplitRequestedRegion (int i, int num, OutputImageRegionType &splitRegion)
virtual void	ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, int threadId) ITK_NO_RETURN
	~RGBGibbsPriorFilter ()
virtual void	AddInput (DataObject *input)
virtual const unsigned int &	GetNumberOfRequiredInputs ()
virtual void	RemoveInput (DataObject *input)
virtual void	SetNthInput (unsigned int num, DataObject *input)
virtual void	SetNumberOfRequiredInputs (unsigned int _arg)
virtual void	AddOutput (DataObject *output)
virtual const unsigned int &	GetNumberOfRequiredOutputs ()
virtual void	RemoveOutput (DataObject *output)
virtual void	SetNthOutput (unsigned int num, DataObject *output)
virtual void	SetNumberOfRequiredOutputs (unsigned int _arg)
const DataObject *	GetInput (unsigned int idx) const
const DataObject *	GetOutput (unsigned int idx) const
virtual void	PrintHeader (std::ostream &os, Indent indent) const
virtual void	PrintTrailer (std::ostream &os, Indent indent) const
Static Protected Member Functions
static ITK_THREAD_RETURN_TYPE	ThreaderCallback (void *arg)
Protected Attributes
TimeStamp	m_OutputInformationMTime
volatile int	m_ReferenceCount
SimpleFastMutexLock	m_ReferenceCountLock
bool	m_Updating

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Member Typedef Documentation

template<class TInputImage, class TClassifiedImage>

typedef ImageClassifierBase<TInputImage,TClassifiedImage> itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::ClassifierType

Type definitions for classifier to be used for the MRF lavbelling.

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 99 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef SmartPointer<const Self> itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::ConstPointer

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 59 of file itkRGBGibbsPriorFilter.h.

typedef DataObject::Pointer itk::ImageSource< TClassifiedImage >::DataObjectPointer [inherited]

Smart Pointer type to a DataObject.

Reimplemented from itk::ProcessObject.

Definition at line 62 of file itkImageSource.h.

typedef std::vector<DataObjectPointer> itk::ProcessObject::DataObjectPointerArray [inherited]

STL Array of SmartPointers to DataObjects

Definition at line 103 of file itkProcessObject.h.

typedef DataObjectPointerArray::size_type itk::ProcessObject::DataObjectPointerArraySizeType [inherited]

Size type of an std::vector

Definition at line 112 of file itkProcessObject.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::IndexType itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::IndexType

Definition at line 103 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Superclass::IndexValueType itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::IndexValueType

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 73 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::ConstPointer itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputImageConstPointer

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 78 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef InputImageFaceListType::iterator itk::MRFImageFilter< TInputImage, TClassifiedImage >::InputImageFaceListIterator [inherited]

Definition at line 223 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef InputImageFacesCalculator::FaceListType itk::MRFImageFilter< TInputImage, TClassifiedImage >::InputImageFaceListType [inherited]

Definition at line 220 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef NeighborhoodAlgorithm::ImageBoundaryFacesCalculator< TInputImage > itk::MRFImageFilter< TInputImage, TClassifiedImage >::InputImageFacesCalculator [inherited]

Definition at line 217 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef ConstNeighborhoodIterator< TInputImage > itk::MRFImageFilter< TInputImage, TClassifiedImage >::InputImageNeighborhoodIterator [inherited]

Input image neighborhood iterator and kernel size typedef

Definition at line 211 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef InputImageNeighborhoodIterator::RadiusType itk::MRFImageFilter< TInputImage, TClassifiedImage >::InputImageNeighborhoodRadiusType [inherited]

Definition at line 214 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Superclass::InputImagePixelType itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputImagePixelType

Types from superclass.

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 65 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::Pointer itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputImagePointer

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 77 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Superclass::InputImageRegionConstIterator itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputImageRegionConstIterator

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 69 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Superclass::InputImageRegionIterator itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputImageRegionIterator

Type definition for the input image region iterator

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 70 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::RegionType itk::MRFImageFilter< TInputImage, TClassifiedImage >::InputImageRegionType [inherited]

Type definition for the input image region type.

Reimplemented from itk::ImageToImageFilter< TInputImage, TClassifiedImage >.

Definition at line 157 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputImageType

A smart pointer to the input image type.

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 76 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::PixelType itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputImageVecType

The type of input pixel.

Definition at line 102 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::PixelType itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::InputPixelType

Type definition for the input image pixel type.

Definition at line 81 of file itkRGBGibbsPriorFilter.h.

typedef ImageToImageFilterDetail::ImageRegionCopier<itkGetStaticConstMacro(OutputImageDimension), itkGetStaticConstMacro(InputImageDimension)> itk::ImageToImageFilter< TInputImage , TClassifiedImage >::InputToOutputRegionCopierType [protected, inherited]

Typedef for the region copier function object that converts an input region to an output region.

Definition at line 164 of file itkImageToImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef LabelledImageFaceListType::iterator itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImageFaceListIterator [inherited]

Definition at line 239 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef LabelledImageFacesCalculator::FaceListType itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImageFaceListType [inherited]

Definition at line 236 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef NeighborhoodAlgorithm::ImageBoundaryFacesCalculator< TClassifiedImage > itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImageFacesCalculator [inherited]

Definition at line 233 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TClassifiedImage::IndexType itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::LabelledImageIndexType

Type definition for the classified image index type.

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 91 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef NeighborhoodIterator< TClassifiedImage > itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImageNeighborhoodIterator [inherited]

Labelled image neighborhood interator typedef

Definition at line 227 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef LabelledImageNeighborhoodIterator::RadiusType itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImageNeighborhoodRadiusType [inherited]

Definition at line 230 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TClassifiedImage::OffsetType itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImageOffsetType [inherited]

Type definition for the classified image offset type.

Definition at line 190 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Superclass::LabelledImagePixelType itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::LabelledImagePixelType

Type definitions for the classified image pixel type. It has to be the same type as the training image.

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 72 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TClassifiedImage::Pointer itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImagePointer [inherited]

Type definitions for the labelled image. It is derived from the training image.

Definition at line 175 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Superclass::LabelledImageRegionIterator itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::LabelledImageRegionIterator

Type definition for the input image region iterator

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 71 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TClassifiedImage::RegionType itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelledImageRegionType [inherited]

Type definitions for the classified image pixel type. It has to be the same type as the training image.

Definition at line 183 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TClassifiedImage::Pointer itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::LabelledImageType

Type definitions for the labelled image. It is derived from the training image.

Definition at line 88 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef ImageRegionIterator< LabelStatusImageType > itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelStatusImageIterator [protected, inherited]

Definition at line 350 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef NeighborhoodIterator< LabelStatusImageType > itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelStatusImageNeighborhoodIterator [protected, inherited]

Labelled status image neighborhood interator typedef

Definition at line 354 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef LabelStatusImageType::Pointer itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelStatusImagePointer [protected, inherited]

Definition at line 348 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Image<int,itkGetStaticConstMacro(InputImageDimension) > itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelStatusImageType [protected, inherited]

Definition at line 345 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef LabelStatusImageType::IndexType itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelStatusIndexType [protected, inherited]

Definition at line 346 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef LabelStatusImageType::RegionType itk::MRFImageFilter< TInputImage, TClassifiedImage >::LabelStatusRegionType [protected, inherited]

Definition at line 347 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef unsigned int itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::LabelType

Type used as identifier for the Labels

Warning:

-1 cannot be used as the identifier for unlabeled pixels the NumericTraits<>::max() value is used for indicating unlabeled pixels

Definition at line 96 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef vnl_matrix<double> itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::MatrixType

Specify the type of matrix to use.

Definition at line 160 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::SizeType itk::MRFImageFilter< TInputImage, TClassifiedImage >::NeighborhoodRadiusType [inherited]

Radius typedef support.

Definition at line 207 of file itkMRFImageFilter.h.

typedef Superclass::OutputImagePixelType itk::ImageToImageFilter< TInputImage , TClassifiedImage >::OutputImagePixelType [inherited]

Reimplemented from itk::ImageSource< TClassifiedImage >.

Definition at line 79 of file itkImageToImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef Superclass::OutputImagePointer itk::MRFImageFilter< TInputImage, TClassifiedImage >::OutputImagePointer [inherited]

Reimplemented from itk::ImageSource< TClassifiedImage >.

Definition at line 140 of file itkMRFImageFilter.h.

typedef Superclass::OutputImageRegionType itk::ImageToImageFilter< TInputImage , TClassifiedImage >::OutputImageRegionType [inherited]

Superclass typedefs.

Reimplemented from itk::ImageSource< TClassifiedImage >.

Definition at line 75 of file itkImageToImageFilter.h.

typedef TClassifiedImage itk::ImageSource< TClassifiedImage >::OutputImageType [inherited]

Some convenient typedefs.

Definition at line 65 of file itkImageSource.h.

typedef ImageToImageFilterDetail::ImageRegionCopier<itkGetStaticConstMacro(InputImageDimension), itkGetStaticConstMacro(OutputImageDimension)> itk::ImageToImageFilter< TInputImage , TClassifiedImage >::OutputToInputRegionCopierType [protected, inherited]

Typedef for the region copier function object that converts an output region to an input region.

Definition at line 169 of file itkImageToImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef SmartPointer<Self> itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::Pointer

Smart pointer typedef support

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 58 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef RGBGibbsPriorFilter itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::Self

Standard "Self" typedef.

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 52 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TInputImage::SizeType itk::MRFImageFilter< TInputImage, TClassifiedImage >::SizeType [inherited]

Size and value typedef support.

Definition at line 204 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef MRFImageFilter<TInputImage, TClassifiedImage> itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >::Superclass

Standard "Superclass" typedef.

Reimplemented from itk::MRFImageFilter< TInputImage, TClassifiedImage >.

Definition at line 55 of file itkRGBGibbsPriorFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TClassifiedImage::PixelType itk::MRFImageFilter< TInputImage, TClassifiedImage >::TrainingImagePixelType [inherited]

Type definitions for the training image pixel type.

Definition at line 171 of file itkMRFImageFilter.h.

template<class TInputImage, class TClassifiedImage>

typedef TClassifiedImage::Pointer itk::MRFImageFilter< TInputImage, TClassifiedImage >::