#include <itkRegistrationParameterScalesFromJacobian.h>

Inheritance diagram for itk::RegistrationParameterScalesFromJacobian< TMetric >:

Collaboration diagram for itk::RegistrationParameterScalesFromJacobian< TMetric >:

Detailed Description

template<typename TMetric>
class itk::RegistrationParameterScalesFromJacobian< TMetric >

Implements a registration helper class for estimating scales of transform parameters from Jacobian norms.

Its input includes the fixed/moving images and transform objects, which can be obtained from the metric object.

The scale of a parameter is estimated from the averaged squared norm of the Jacobian w.r.t the parameter. The averaging is done over a sampling of the image domain. The sampling by default is a uniform random distribution.

Definition at line 41 of file itkRegistrationParameterScalesFromJacobian.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::FixedTransformType	FixedTransformType

typedef Superclass::FloatType	FloatType

typedef Superclass::JacobianType	JacobianType

typedef Superclass::MovingTransformType	MovingTransformType

typedef Superclass::ParametersType	ParametersType

typedef SmartPointer< Self >	Pointer

typedef Superclass::ScalesType	ScalesType

typedef RegistrationParameterScalesFromJacobian	Self

typedef RegistrationParameterScalesEstimator < TMetric >	Superclass

typedef Superclass::VirtualImageConstPointer	VirtualImageConstPointer

typedef Superclass::VirtualIndexType	VirtualIndexType

typedef Superclass::VirtualPointType	VirtualPointType

Public Types inherited from itk::RegistrationParameterScalesEstimator< TMetric >
typedef SmartPointer< const Self >	ConstPointer

typedef FixedTransformType::ConstPointer	FixedTransformConstPointer

typedef MetricType::FixedTransformType	FixedTransformType

typedef Superclass::FloatType	FloatType

typedef TMetric::JacobianType	JacobianType

typedef MetricType::ConstPointer	MetricConstPointer

typedef MetricType::Pointer	MetricPointer

typedef TMetric	MetricType

typedef MovingTransformType::ConstPointer	MovingTransformConstPointer

typedef MetricType::MovingTransformType	MovingTransformType

typedef Superclass::ParametersType	ParametersType

typedef SmartPointer< Self >	Pointer

typedef std::vector < VirtualPointType >	SamplePointContainerType

enum	SamplingStrategyType { FullDomainSampling = 0, CornerSampling, RandomSampling, CentralRegionSampling, VirtualDomainPointSetSampling }

typedef Superclass::ScalesType	ScalesType

typedef RegistrationParameterScalesEstimator	Self

typedef OptimizerParameterScalesEstimatorTemplate < typename TMetric::ParametersValueType >	Superclass

typedef TMetric::VirtualImageConstPointer	VirtualImageConstPointer

typedef TMetric::VirtualImagePointer	VirtualImagePointer

typedef TMetric::VirtualImageType	VirtualImageType

typedef TMetric::VirtualIndexType	VirtualIndexType

typedef TMetric::VirtualPointSetPointer	VirtualPointSetPointer

typedef TMetric::VirtualPointSetType	VirtualPointSetType

typedef TMetric::VirtualPointType	VirtualPointType

typedef TMetric::VirtualRegionType	VirtualRegionType

typedef TMetric::VirtualSizeType	VirtualSizeType

typedef TMetric::VirtualSpacingType	VirtualSpacingType

Public Types inherited from itk::OptimizerParameterScalesEstimatorTemplate< TMetric::ParametersValueType >
typedef SmartPointer< const Self >	ConstPointer

typedef TMetric::ParametersValueType	FloatType

typedef OptimizerParameters < TMetric::ParametersValueType >	ParametersType

typedef SmartPointer< Self >	Pointer

typedef OptimizerParameters < TMetric::ParametersValueType >	ScalesType

typedef OptimizerParameterScalesEstimatorTemplate	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
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

virtual void	EstimateLocalStepScales (const ParametersType &step, ScalesType &localStepScales)

virtual void	EstimateScales (ScalesType &scales)

virtual FloatType	EstimateStepScale (const ParametersType &step)

virtual const char *	GetNameOfClass () const

Public Member Functions inherited from itk::RegistrationParameterScalesEstimator< TMetric >
virtual FloatType	EstimateMaximumStepSize ()

virtual void	SetCentralRegionRadius (IndexValueType _arg)

virtual void	SetMetric (MetricType *_arg)

virtual void	SetScalesSamplingStrategy ()

virtual void	SetStepScaleSamplingStrategy ()

virtual void	SetTransformForward (bool _arg)

virtual bool	GetTransformForward () const

virtual void	SetVirtualDomainPointSet (VirtualPointSetType *_arg)

virtual void	SetVirtualDomainPointSet (const VirtualPointSetType *_arg)

virtual const VirtualPointSetType *	GetVirtualDomainPointSet () const

Public Member Functions inherited from itk::OptimizerParameterScalesEstimatorTemplate< TMetric::ParametersValueType >
virtual void	EstimateLocalStepScales (const ParametersType &step, ScalesType &localStepScales)=0

virtual void	EstimateScales (ScalesType &scales)=0

virtual FloatType	EstimateStepScale (const ParametersType &step)=0

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 (void)

const MetaDataDictionary &	GetMetaDataDictionary (void) 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 ITK_OVERRIDE

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag)

void	SetDebug (bool debugFlag) const

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

virtual void	SetReferenceCount (int) ITK_OVERRIDE

virtual void	UnRegister () const ITK_OVERRIDE

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

Static Public Member Functions
static Pointer	New ()

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 Member Functions
void	ComputeSampleStepScales (const ParametersType &step, ScalesType &sampleScales)

virtual void	PrintSelf (std::ostream &os, Indent indent) const

	RegistrationParameterScalesFromJacobian ()

	~RegistrationParameterScalesFromJacobian ()

Protected Member Functions inherited from itk::RegistrationParameterScalesEstimator< TMetric >
bool	CheckAndSetInputs ()

bool	CheckGeneralAffineTransform ()

template<typename TTransform >
bool	CheckGeneralAffineTransformTemplated ()

void	ComputeSquaredJacobianNorms (const VirtualPointType &p, ParametersType &squareNorms)

SizeValueType	GetDimension ()

SizeValueType	GetNumberOfLocalParameters ()

virtual SamplingStrategyType	GetSamplingStrategy ()

const TransformBaseTemplate < typename TMetric::MeasureType > *	GetTransform ()

VirtualIndexType	GetVirtualDomainCentralIndex ()

VirtualRegionType	GetVirtualDomainCentralRegion ()

bool	IsBSplineTransform ()

bool	IsDisplacementFieldTransform ()

	RegistrationParameterScalesEstimator ()

virtual void	SampleVirtualDomain ()

void	SampleVirtualDomainFully ()

void	SampleVirtualDomainRandomly ()

void	SampleVirtualDomainWithCentralRegion ()

void	SampleVirtualDomainWithCorners ()

void	SampleVirtualDomainWithPointSet ()

void	SampleVirtualDomainWithRegion (VirtualRegionType region)

virtual void	SetNumberOfRandomSamples (SizeValueType _arg)

virtual void	SetSamplingStrategy (SamplingStrategyType _arg)

bool	TransformHasLocalSupportForScalesEstimation ()

template<typename TTargetPointType >
void	TransformPoint (const VirtualPointType &point, TTargetPointType &mappedPoint)

template<typename TContinuousIndexType >
void	TransformPointToContinuousIndex (const VirtualPointType &point, TContinuousIndexType &mappedIndex)

void	UpdateTransformParameters (const ParametersType &deltaParameters)

	~RegistrationParameterScalesEstimator ()

Protected Member Functions inherited from itk::OptimizerParameterScalesEstimatorTemplate< TMetric::ParametersValueType >
	OptimizerParameterScalesEstimatorTemplate ()

	~OptimizerParameterScalesEstimatorTemplate ()

Protected Member Functions inherited from itk::Object
	Object ()

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

virtual void	SetTimeStamp (const TimeStamp &time)

virtual	~Object ()

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 ()

Private Member Functions
void	operator= (const Self &)

	RegistrationParameterScalesFromJacobian (const Self &)

Additional Inherited Members
Static Public Attributes inherited from itk::RegistrationParameterScalesEstimator< TMetric >
static const SizeValueType	FixedDimension = TMetric::FixedDimension

static const SizeValueType	MovingDimension = TMetric::MovingDimension

static const SizeValueType	VirtualDimension = TMetric::VirtualDimension

Protected Types inherited from itk::LightObject
typedef int	InternalReferenceCountType

Protected Attributes inherited from itk::RegistrationParameterScalesEstimator< TMetric >
IndexValueType	m_CentralRegionRadius

MetricPointer	m_Metric

SizeValueType	m_NumberOfRandomSamples

SamplePointContainerType	m_SamplePoints

TimeStamp	m_SamplingTime

VirtualPointSetType::ConstPointer	m_VirtualDomainPointSet

Protected Attributes inherited from itk::LightObject
InternalReferenceCountType	m_ReferenceCount

SimpleFastMutexLock	m_ReferenceCountLock

Static Protected Attributes inherited from itk::RegistrationParameterScalesEstimator< TMetric >
static const SizeValueType	SizeOfSmallDomain = 1000

Member Typedef Documentation

template<typename TMetric >

typedef SmartPointer<const Self> itk::RegistrationParameterScalesFromJacobian< TMetric >::ConstPointer

Definition at line 49 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::FixedTransformType itk::RegistrationParameterScalesFromJacobian< TMetric >::FixedTransformType

Definition at line 69 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::FloatType itk::RegistrationParameterScalesFromJacobian< TMetric >::FloatType

Type of float

Definition at line 64 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::JacobianType itk::RegistrationParameterScalesFromJacobian< TMetric >::JacobianType

Definition at line 70 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::MovingTransformType itk::RegistrationParameterScalesFromJacobian< TMetric >::MovingTransformType

Definition at line 68 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::ParametersType itk::RegistrationParameterScalesFromJacobian< TMetric >::ParametersType

Type of parameters of the optimizer

Definition at line 61 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef SmartPointer<Self> itk::RegistrationParameterScalesFromJacobian< TMetric >::Pointer

Definition at line 48 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::ScalesType itk::RegistrationParameterScalesFromJacobian< TMetric >::ScalesType

Type of scales

Definition at line 55 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef RegistrationParameterScalesFromJacobian itk::RegistrationParameterScalesFromJacobian< TMetric >::Self

Standard class typedefs.

Definition at line 46 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef RegistrationParameterScalesEstimator< TMetric > itk::RegistrationParameterScalesFromJacobian< TMetric >::Superclass

Definition at line 47 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::VirtualImageConstPointer itk::RegistrationParameterScalesFromJacobian< TMetric >::VirtualImageConstPointer

Definition at line 71 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::VirtualIndexType itk::RegistrationParameterScalesFromJacobian< TMetric >::VirtualIndexType

Definition at line 67 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

typedef Superclass::VirtualPointType itk::RegistrationParameterScalesFromJacobian< TMetric >::VirtualPointType

Definition at line 66 of file itkRegistrationParameterScalesFromJacobian.h.

Constructor & Destructor Documentation

template<typename TMetric >

itk::RegistrationParameterScalesFromJacobian< TMetric >::RegistrationParameterScalesFromJacobian ( )

protected

template<typename TMetric >

itk::RegistrationParameterScalesFromJacobian< TMetric >::~RegistrationParameterScalesFromJacobian ( )

inlineprotected

Definition at line 101 of file itkRegistrationParameterScalesFromJacobian.h.

template<typename TMetric >

itk::RegistrationParameterScalesFromJacobian< TMetric >::RegistrationParameterScalesFromJacobian ( const Self & )

private

Member Function Documentation

template<typename TMetric >

void itk::RegistrationParameterScalesFromJacobian< TMetric >::ComputeSampleStepScales	(	const ParametersType &	step,
		ScalesType &	sampleScales
	)

protected

Compute the step scales for samples, i.e. the impacts on each sampled voxel from a change on the transform.

template<typename TMetric >

virtual::itk::LightObject::Pointer itk::RegistrationParameterScalesFromJacobian< TMetric >::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 itk::Object.

template<typename TMetric >

virtual void itk::RegistrationParameterScalesFromJacobian< TMetric >::EstimateLocalStepScales	(	const ParametersType &	step,
		ScalesType &	localStepScales
	)

virtual

Estimate the scales of local steps.

Implements itk::RegistrationParameterScalesEstimator< TMetric >.

template<typename TMetric >

virtual void itk::RegistrationParameterScalesFromJacobian< TMetric >::EstimateScales ( ScalesType & scales )

virtual

Estimate parameter scales.

Implements itk::RegistrationParameterScalesEstimator< TMetric >.

template<typename TMetric >

virtual FloatType itk::RegistrationParameterScalesFromJacobian< TMetric >::EstimateStepScale ( const ParametersType & step )

virtual

Estimate the scale for $\Delta p$ , the step of change on parameters. The step scale describes the impact of $\Delta p$ on the transform.

Let us denote the transform by

$T(x, p) = T(x, p_0 + t * \Delta p)$

where $x$ is the coordinates of a voxel, $p = p_0+t*\Delta p$ is the transform parameters, and $t$ is the step factor.

At a specific voxel at $x$ , the step scale w.r.t. $\Delta p$ is defined here as

$|\frac{dT}{dt}| = |\frac{\partial T}{\partial p} * \Delta p |.$

For multiple voxels, we average the above formula to get the overall step scale.

Implements itk::RegistrationParameterScalesEstimator< TMetric >.

template<typename TMetric >

virtual const char* itk::RegistrationParameterScalesFromJacobian< TMetric >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::RegistrationParameterScalesEstimator< TMetric >.

template<typename TMetric >

static Pointer itk::RegistrationParameterScalesFromJacobian< TMetric >::New ( )

static

New macro for creation of through a Smart Pointer.

template<typename TMetric >

void itk::RegistrationParameterScalesFromJacobian< TMetric >::operator= ( const Self & )

private

template<typename TMetric >

virtual void itk::RegistrationParameterScalesFromJacobian< TMetric >::PrintSelf	(	std::ostream &	os,
		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.

Reimplemented from itk::RegistrationParameterScalesEstimator< TMetric >.

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

itkRegistrationParameterScalesFromJacobian.h

Detailed Description

template<typename TMetric> class itk::RegistrationParameterScalesFromJacobian< TMetric >

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Private Member Functions

Additional Inherited Members

Member Typedef Documentation

Constructor & Destructor Documentation

Member Function Documentation

template<typename TMetric>
class itk::RegistrationParameterScalesFromJacobian< TMetric >