#include <itkComputeJacobianTerms.h>

Detailed Description

template<class TFixedImage, class TTransform>
class itk::ComputeJacobianTerms< TFixedImage, TTransform >

This is a helper class for the automatic parameter estimation of the ASGD optimizer.

More specifically this class computes the Jacobian terms related to the automatic parameter estimation for the adaptive stochastic gradient descent optimizer. Details can be found in the paper.

Definition at line 37 of file itkComputeJacobianTerms.h.

Inheritance diagram for itk::ComputeJacobianTerms< TFixedImage, TTransform >:

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef FixedImageMaskType::ConstPointer	FixedImageMaskConstPointer

typedef FixedImageMaskType::Pointer	FixedImageMaskPointer

typedef SpatialObject< itkGetStaticConstMacro(FixedImageDimension) >	FixedImageMaskType

typedef FixedImageType::RegionType	FixedImageRegionType

typedef TFixedImage	FixedImageType

typedef TransformType::NonZeroJacobianIndicesType	NonZeroJacobianIndicesType

typedef SmartPointer< Self >	Pointer

typedef ScaledSingleValuedNonLinearOptimizerType::ScaledCostFunctionPointer	ScaledCostFunctionPointer

typedef ScaledSingleValuedNonLinearOptimizer	ScaledSingleValuedNonLinearOptimizerType

typedef ScaledSingleValuedNonLinearOptimizerType::ScalesType	ScalesType

typedef ComputeJacobianTerms	Self

typedef Object	Superclass

typedef TransformType::Pointer	TransformPointer

typedef TTransform	TransformType

Public Member Functions
virtual void	Compute (double &TrC, double &TrCC, double &maxJJ, double &maxJCJ)

virtual const char *	GetClassName () const

virtual const FixedImageMaskType *	GetFixedImageMask ()

virtual const FixedImageRegionType &	GetFixedImageRegion ()

	itkStaticConstMacro (FixedImageDimension, unsigned int, TFixedImage::ImageDimension)

virtual void	SetFixedImage (const FixedImageType *_arg)

virtual void	SetFixedImageMask (const FixedImageMaskType *_arg)

virtual void	SetFixedImageMask (FixedImageMaskType *_arg)

void	SetFixedImageRegion (const FixedImageRegionType &region)

virtual void	SetMaxBandCovSize (unsigned int _arg)

virtual void	SetNumberOfBandStructureSamples (unsigned int _arg)

virtual void	SetNumberOfJacobianMeasurements (SizeValueType _arg)

virtual void	SetScales (ScalesType _arg)

virtual void	SetTransform (TransformType *_arg)

virtual void	SetUseScales (bool _arg)

Static Public Member Functions
static Pointer	New ()

Protected Types
typedef TransformType::ScalarType	CoordinateRepresentationType

typedef FixedImageType::IndexType	FixedImageIndexType

typedef FixedImageType::PointType	FixedImagePointType

typedef ImageGridSamplerType::Pointer	ImageGridSamplerPointer

typedef ImageGridSampler< FixedImageType >	ImageGridSamplerType

typedef ImageRandomSamplerBaseType::Pointer	ImageRandomSamplerBasePointer

typedef ImageRandomSamplerBase< FixedImageType >	ImageRandomSamplerBaseType

typedef ImageSampleContainerType::Pointer	ImageSampleContainerPointer

typedef ImageGridSamplerType::ImageSampleContainerType	ImageSampleContainerType

typedef ImageSamplerBaseType::Pointer	ImageSamplerBasePointer

typedef ImageSamplerBase< FixedImageType >	ImageSamplerBaseType

typedef TransformType::JacobianType	JacobianType

typedef JacobianType::ValueType	JacobianValueType

typedef TransformType::NumberOfParametersType	NumberOfParametersType

typedef JacobianType	TransformJacobianType

Protected Member Functions
	ComputeJacobianTerms ()

virtual void	SampleFixedImageForJacobianTerms (ImageSampleContainerPointer &sampleContainer)

	~ComputeJacobianTerms () override

Protected Attributes
FixedImageType::ConstPointer	m_FixedImage

FixedImageMaskConstPointer	m_FixedImageMask

FixedImageRegionType	m_FixedImageRegion

unsigned int	m_MaxBandCovSize

unsigned int	m_NumberOfBandStructureSamples

SizeValueType	m_NumberOfJacobianMeasurements

ScalesType	m_Scales

TransformPointer	m_Transform

bool	m_UseScales

Private Member Functions
	ComputeJacobianTerms (const Self &)

void	operator= (const Self &)