itk::InterpolatingStatisticalDeformationModelTransform< TDataset, TScalarType, TDimension > Class Template Reference

An itk transform that allows for deformations defined by a given Statistical Deformation Model. More...

#include <itkInterpolatingStatisticalDeformationModelTransform.h>

Inheritance diagram for itk::InterpolatingStatisticalDeformationModelTransform< TDataset, TScalarType, TDimension >:

Public Types
typedef InterpolatingStatisticalDeformationModelTransform	Self
typedef itk::StatisticalModelTransformBase < TDataset, TScalarType, TDimension >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::InputPointType	InputPointType
typedef Superclass::OutputPointType	OutputPointType
typedef Superclass::RepresenterType	RepresenterType
typedef Superclass::StatisticalModelType	StatisticalModelType
typedef Superclass::JacobianType	JacobianType
typedef RepresenterType::DatasetType	DeformationFieldType
typedef VectorLinearInterpolateImageFunction < DeformationFieldType, TScalarType >	InterpolatorType
Public Types inherited from itk::StatisticalModelTransformBase< TDataset, TScalarType, TDimension >
typedef StatisticalModelTransformBase	Self
typedef itk::Transform < TScalarType, TInputDimension, TInputDimension >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef vnl_vector < statismo::ScalarType >	VectorType
typedef vnl_matrix < statismo::ScalarType >	MatrixType
typedef Superclass::ParametersType	ParametersType
typedef Superclass::JacobianType	JacobianType
typedef Superclass::ScalarType	ScalarType
typedef Superclass::InputPointType	InputPointType
typedef Superclass::OutputPointType	OutputPointType
typedef Superclass::InputVectorType	InputVectorType
typedef Superclass::OutputVectorType	OutputVectorType
typedef Superclass::InputVnlVectorType	InputVnlVectorType
typedef Superclass::OutputVnlVectorType	OutputVnlVectorType
typedef Superclass::InputCovariantVectorType	InputCovariantVectorType
typedef Superclass::OutputCovariantVectorType	OutputCovariantVectorType
typedef statismo::Representer < TDataset >	RepresenterType
typedef itk::StatisticalModel < TDataset >	StatisticalModelType

Public Member Functions
	itkSimpleNewMacro (Self)
	itkTypeMacro (InterpolatingStatisticalDeformationModelTransform, Superclass)
virtual ::itk::LightObject::Pointer	CreateAnother () const
virtual void	SetStatisticalModel (const StatisticalModelType *model)
void	ComputeJacobianWithRespectToParameters (const InputPointType &pt, JacobianType &jacobian) const
virtual OutputPointType	TransformPoint (const InputPointType &pt) const
Public Member Functions inherited from itk::StatisticalModelTransformBase< TDataset, TScalarType, TDimension >
virtual void	CopyBaseMembers (StatisticalModelTransformBase *another) const
	itkTypeMacro (StatisticalModelTransformBase, Superclass)
	itkStaticConstMacro (SpaceDimension, unsigned int, TInputDimension)
	itkStaticConstMacro (InputSpaceDimension, unsigned int, TInputDimension)
	itkStaticConstMacro (OutputSpaceDimension, unsigned int, TInputDimension)
virtual void	SetIdentity (void)
virtual void	SetParameters (const ParametersType &)
virtual const ParametersType &	GetParameters (void) const
virtual void	SetFixedParameters (const ParametersType &p)
virtual const ParametersType &	GetFixedParameters (void) const
virtual VectorType	GetCoefficients () const
virtual void	SetCoefficients (VectorType &coefficients)
void	SetStatisticalModel (const StatisticalModelType *model)
StatisticalModelType::ConstPointer	GetStatisticalModel () const
void	SetUsedNumberOfCoefficients (unsigned n)
unsigned	GetUsedNumberOfCoefficients ()

Additional Inherited Members
Protected Member Functions inherited from itk::StatisticalModelTransformBase< TDataset, TScalarType, TDimension >
	StatisticalModelTransformBase (const Self &obj)
void	PrintSelf (std::ostream &os, Indent indent) const
void	operator= (const Self &rhs)
Protected Attributes inherited from itk::StatisticalModelTransformBase< TDataset, TScalarType, TDimension >
StatisticalModelType::ConstPointer	m_StatisticalModel
VectorType	m_coeff_vector
unsigned	m_usedNumberCoefficients
ParametersType	m_FixedParameters

Detailed Description

template<class TDataset, class TScalarType, unsigned int TDimension>
class itk::InterpolatingStatisticalDeformationModelTransform< TDataset, TScalarType, TDimension >

An itk transform that allows for deformations defined by a given Statistical Deformation Model.

In contrast to the standard StatisticalDeformationModelTransform, this transform performs a linear interpolation of the PCABasis. This has the advantage that a model can be fitted which has a much lower resolution that the image, that needs to be explained.

Member Function Documentation

template<class TDataset , class TScalarType , unsigned int TDimension>

virtual ::itk::LightObject::Pointer itk::InterpolatingStatisticalDeformationModelTransform< TDataset, TScalarType, TDimension >::CreateAnother ( ) const

inline

Clone the current transform

template<class TDataset , class TScalarType , unsigned int TDimension>

itk::InterpolatingStatisticalDeformationModelTransform< TDataset, TScalarType, TDimension >::itkTypeMacro	(	InterpolatingStatisticalDeformationModelTransform< TDataset, TScalarType, TDimension >	,
		Superclass
	)

Run-time type information (and related methods).

template<class TDataset , class TScalarType , unsigned int TDimension>

virtual OutputPointType itk::InterpolatingStatisticalDeformationModelTransform< TDataset, TScalarType, TDimension >::TransformPoint ( const InputPointType &  pt ) const

inlinevirtual

Transform a given point according to the deformation induced by the StatisticalModel, given the current parameters.

Parameters

pt	The point to tranform

Returns

The transformed point

Implements itk::StatisticalModelTransformBase< TDataset, TScalarType, TDimension >.

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The documentation for this class was generated from the following file:

• itkInterpolatingStatisticalDeformationModelTransform.h