itk::simple::LevelSetMotionRegistrationFilter Class Reference

Deformably register two images using level set motion. More...

#include <sitkLevelSetMotionRegistrationFilter.h>

Inheritance diagram for itk::simple::LevelSetMotionRegistrationFilter:

Collaboration diagram for itk::simple::LevelSetMotionRegistrationFilter:

Public Types
typedef BasicPixelIDTypeList	PixelIDTypeList
typedef LevelSetMotionRegistrationFilter	Self
Public Types inherited from itk::simple::ImageFilter< 0 >
typedef ImageFilter	Self
Public Types inherited from itk::simple::ProcessObject
typedef ProcessObject	Self

Public Member Functions
Image	Execute (const Image &fixedImage, const Image &movingImage)
Image	Execute (const Image &fixedImage, const Image &movingImage, double gradientSmoothingStandardDeviations, uint32_t numberOfIterations, double maximumRMSError, const std::vector< double > &standardDeviations, bool smoothDisplacementField, const std::vector< double > &updateFieldStandardDeviations, bool smoothUpdateField, unsigned int maximumKernelWidth, double maximumError, double alpha, double intensityDifferenceThreshold, double gradientMagnitudeThreshold, bool useImageSpacing)
double	GetAlpha () const
uint32_t	GetElapsedIterations () const
	Number of iterations run. More...
double	GetGradientMagnitudeThreshold () const
double	GetGradientSmoothingStandardDeviations () const
double	GetIntensityDifferenceThreshold () const
double	GetMaximumError () const
unsigned int	GetMaximumKernelWidth () const
double	GetMaximumRMSError () const
double	GetMetric () const
std::string	GetName () const
uint32_t	GetNumberOfIterations () const
double	GetRMSChange () const
	The Root Mean Square of the levelset upon termination. More...
bool	GetSmoothDisplacementField () const
bool	GetSmoothUpdateField () const
std::vector< double >	GetStandardDeviations () const
std::vector< double >	GetUpdateFieldStandardDeviations () const
bool	GetUseImageSpacing () const
	LevelSetMotionRegistrationFilter ()
Self &	SetAlpha (double Alpha)
Self &	SetGradientMagnitudeThreshold (double GradientMagnitudeThreshold)
Self &	SetGradientSmoothingStandardDeviations (double GradientSmoothingStandardDeviations)
Self &	SetIntensityDifferenceThreshold (double IntensityDifferenceThreshold)
Self &	SetMaximumError (double MaximumError)
Self &	SetMaximumKernelWidth (unsigned int MaximumKernelWidth)
Self &	SetMaximumRMSError (double MaximumRMSError)
Self &	SetNumberOfIterations (uint32_t NumberOfIterations)
Self &	SetSmoothDisplacementField (bool SmoothDisplacementField)
Self &	SetSmoothUpdateField (bool SmoothUpdateField)
Self &	SetStandardDeviations (const std::vector< double > &StandardDeviations)
Self &	SetStandardDeviations (double value)
Self &	SetUpdateFieldStandardDeviations (const std::vector< double > &UpdateFieldStandardDeviations)
Self &	SetUpdateFieldStandardDeviations (double value)
Self &	SetUseImageSpacing (bool UseImageSpacing)
Self &	SmoothDisplacementFieldOff ()
Self &	SmoothDisplacementFieldOn ()
Self &	SmoothUpdateFieldOff ()
Self &	SmoothUpdateFieldOn ()
std::string	ToString () const
Self &	UseImageSpacingOff ()
Self &	UseImageSpacingOn ()
virtual	~LevelSetMotionRegistrationFilter ()
Public Member Functions inherited from itk::simple::ImageFilter< 0 >
	ImageFilter ()
virtual	~ImageFilter ()=0
Public Member Functions inherited from itk::simple::ProcessObject
virtual void	Abort ()
virtual int	AddCommand (itk::simple::EventEnum event, itk::simple::Command &cmd)
	Add a Command Object to observer the event. More...
virtual float	GetProgress () const
	An Active Measurement of the progress of execution. More...
virtual bool	HasCommand (itk::simple::EventEnum event) const
	Query of this object has any registered commands for event. More...
	ProcessObject ()
virtual void	RemoveAllCommands ()
	Remove all registered commands. More...
virtual	~ProcessObject ()
virtual void	DebugOn ()
virtual void	DebugOff ()
virtual bool	GetDebug () const
virtual void	SetDebug (bool debugFlag)
virtual void	SetNumberOfThreads (unsigned int n)
virtual unsigned int	GetNumberOfThreads () const

Private Types
typedef Image(Self::*	MemberFunctionType) (const Image *fixedImage, const Image *movingImage)

Private Member Functions
template<class TImageType >
Image	ExecuteInternal (const Image *fixedImage, const Image *movingImage)

Private Attributes
double	m_Alpha
uint32_t	m_ElapsedIterations
double	m_GradientMagnitudeThreshold
double	m_GradientSmoothingStandardDeviations
double	m_IntensityDifferenceThreshold
double	m_MaximumError
unsigned int	m_MaximumKernelWidth
double	m_MaximumRMSError
nsstd::auto_ptr< detail::MemberFunctionFactory< MemberFunctionType > >	m_MemberFactory
double	m_Metric
uint32_t	m_NumberOfIterations
double	m_RMSChange
bool	m_SmoothDisplacementField
bool	m_SmoothUpdateField
std::vector< double >	m_StandardDeviations
std::vector< double >	m_UpdateFieldStandardDeviations
bool	m_UseImageSpacing

Friends
struct	detail::MemberFunctionAddressor< MemberFunctionType >

Additional Inherited Members
Static Public Member Functions inherited from itk::simple::ProcessObject
static bool	GetGlobalDefaultDebug ()
static void	GlobalDefaultDebugOff ()
static void	GlobalDefaultDebugOn ()
static void	SetGlobalDefaultDebug (bool debugFlag)
static void	GlobalWarningDisplayOn ()
static void	GlobalWarningDisplayOff ()
static void	SetGlobalWarningDisplay (bool flag)
static bool	GetGlobalWarningDisplay ()
static void	SetGlobalDefaultNumberOfThreads (unsigned int n)
static unsigned int	GetGlobalDefaultNumberOfThreads ()
static double	GetGlobalDefaultCoordinateTolerance ()
	Access the global tolerance to determine congruent spaces. More...
static void	SetGlobalDefaultCoordinateTolerance (double)
	Access the global tolerance to determine congruent spaces. More...
static double	GetGlobalDefaultDirectionTolerance ()
	Access the global tolerance to determine congruent spaces. More...
static void	SetGlobalDefaultDirectionTolerance (double)
	Access the global tolerance to determine congruent spaces. More...
Protected Member Functions inherited from itk::simple::ProcessObject
virtual unsigned long	AddITKObserver (const itk::EventObject &, itk::Command *)
virtual itk::ProcessObject *	GetActiveProcess ()
virtual void	OnActiveProcessDelete ()
virtual void	onCommandDelete (const itk::simple::Command *cmd) SITK_NOEXCEPT
virtual void	PreUpdate (itk::ProcessObject *p)
virtual void	RemoveITKObserver (EventCommand &e)
Protected Member Functions inherited from itk::simple::NonCopyable
	NonCopyable ()
Static Protected Member Functions inherited from itk::simple::ImageFilter< 0 >
static void	FixNonZeroIndex (TImageType *img)
Static Protected Member Functions inherited from itk::simple::ProcessObject
template<class TImageType >
static TImageType::ConstPointer	CastImageToITK (const Image &img)
template<class TImageType >
static Image	CastITKToImage (TImageType *img)
template<class TPixelType , unsigned int VImageDimension, unsigned int VLength, template< typename, unsigned int > class TVector>
static Image	CastITKToImage (itk::Image< TVector< TPixelType, VLength >, VImageDimension > *img)
static const itk::EventObject &	GetITKEventObject (EventEnum e)
template<typename T >
static std::ostream &	ToStringHelper (std::ostream &os, const T &v)
static std::ostream &	ToStringHelper (std::ostream &os, const char &v)
static std::ostream &	ToStringHelper (std::ostream &os, const signed char &v)
static std::ostream &	ToStringHelper (std::ostream &os, const unsigned char &v)

Detailed Description

Deformably register two images using level set motion.

LevelSetMotionFilter implements a deformable registration algorithm that aligns a fixed and a moving image under level set motion. The equations of motion are similar to those of the DemonsRegistrationFilter . The main differences are: (1) Gradients of the moving image are calculated on a smoothed image while intensity difference are measured on the original images (2) Magnitude of the motion vector is a function of the differences in intensity between the fixed and moving pixel. An adaptive timestep is calculated based on the maximum motion vector over the entire field to ensure stability. The timestep also implictly converts the motion vector measured in units of intensity to a vector measured in physical units. Demons, on the other hand, defines its motion vectors as function of both the intensity differences and gradient magnitude at each respective pixel. Consider two separate pixels with the same intensity differences between the corresponding fixed and moving pixel pairs. In demons, the motion vector of the pixel over a low gradient region will be larger than the motion vector of the pixel over a large gradient region. This leads to an unstable vector field. In the levelset approach, the motion vectors will be proportional to the gradients, scaled by the maximum gradient over the entire field. The pixel with at the lower gradient position will more less than the pixel at the higher gradient position. (3) Gradients are calculated using minmod finite difference instead of using central differences.

A deformation field is represented as a image whose pixel type is some vector type with at least N elements, where N is the dimension of the fixed image. The vector type must support element access via operator []. It is assumed that the vector elements behave like floating point scalars.

This class is templated over the fixed image type, moving image type and the deformation field type.

The input fixed and moving images are set via methods SetFixedImage and SetMovingImage respectively. An initial deformation field maybe set via SetInitialDisplacementField or SetInput. If no initial field is set, a zero field is used as the initial condition.

The algorithm has one parameters: the number of iteration to be performed.

The output deformation field can be obtained via methods GetOutput or GetDisplacementField.

This class make use of the finite difference solver hierarchy. Update for each iteration is computed in LevelSetMotionFunction.

Warning

This filter assumes that the fixed image type, moving image type and deformation field type all have the same number of dimensions.

Ref: B.C. Vemuri, J. Ye, Y. Chen, C.M. Leonard. "Image registration via level-set motion: applications to atlas-based segmentation". Medical Image Analysis. Vol. 7. pp. 1-20. 2003.

See also

LevelSetMotionRegistrationFunction

DemonsRegistrationFilter

itk::LevelSetMotionRegistrationFilter for the Doxygen on the original ITK class.

Definition at line 62 of file sitkLevelSetMotionRegistrationFilter.h.

Member Typedef Documentation

typedef Image(Self::* itk::simple::LevelSetMotionRegistrationFilter::MemberFunctionType) (const Image *fixedImage, const Image *movingImage)

private

Setup for member function dispatching

Definition at line 259 of file sitkLevelSetMotionRegistrationFilter.h.

typedef BasicPixelIDTypeList itk::simple::LevelSetMotionRegistrationFilter::PixelIDTypeList

Define the pixels types supported by this filter

Definition at line 74 of file sitkLevelSetMotionRegistrationFilter.h.

typedef LevelSetMotionRegistrationFilter itk::simple::LevelSetMotionRegistrationFilter::Self

Definition at line 64 of file sitkLevelSetMotionRegistrationFilter.h.

Constructor & Destructor Documentation

virtual itk::simple::LevelSetMotionRegistrationFilter::~LevelSetMotionRegistrationFilter ( )

virtual

Destructor

itk::simple::LevelSetMotionRegistrationFilter::LevelSetMotionRegistrationFilter

(

)

Default Constructor that takes no arguments and initializes default parameters

Member Function Documentation

Image itk::simple::LevelSetMotionRegistrationFilter::Execute	(	const Image &	fixedImage,
		const Image &	movingImage
	)

Execute the filter on the input image

Image itk::simple::LevelSetMotionRegistrationFilter::Execute	(	const Image &	fixedImage,
		const Image &	movingImage,
		double	gradientSmoothingStandardDeviations,
		uint32_t	numberOfIterations,
		double	maximumRMSError,
		const std::vector< double > &	standardDeviations,
		bool	smoothDisplacementField,
		const std::vector< double > &	updateFieldStandardDeviations,
		bool	smoothUpdateField,
		unsigned int	maximumKernelWidth,
		double	maximumError,
		double	alpha,
		double	intensityDifferenceThreshold,
		double	gradientMagnitudeThreshold,
		bool	useImageSpacing
	)

Execute the filter on the input image with the given parameters

template<class TImageType >

Image itk::simple::LevelSetMotionRegistrationFilter::ExecuteInternal ( const Image *  fixedImage, const Image *  movingImage  )

private

double itk::simple::LevelSetMotionRegistrationFilter::GetAlpha ( ) const

inline

Definition at line 186 of file sitkLevelSetMotionRegistrationFilter.h.

uint32_t itk::simple::LevelSetMotionRegistrationFilter::GetElapsedIterations ( ) const

inline

Number of iterations run.

This is a measurement. Its value is updated in the Execute methods, so the value will only be valid after an execution.

Definition at line 223 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::GetGradientMagnitudeThreshold ( ) const

inline

Definition at line 204 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::GetGradientSmoothingStandardDeviations ( ) const

inline

Definition at line 85 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::GetIntensityDifferenceThreshold ( ) const

inline

Definition at line 195 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::GetMaximumError ( ) const

inline

Set/Get the desired maximum error of the Guassian kernel approximate.

Definition at line 177 of file sitkLevelSetMotionRegistrationFilter.h.

unsigned int itk::simple::LevelSetMotionRegistrationFilter::GetMaximumKernelWidth ( ) const

inline

Set/Get the desired limits of the Gaussian kernel width.

Definition at line 167 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::GetMaximumRMSError ( ) const

inline

Definition at line 101 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::GetMetric ( ) const

inline

Get the metric value. The metric value is the mean square difference in intensity between the fixed image and transforming moving image computed over the the overlapping region between the two images. This is value is only available for the previous iteration and NOT the current iteration.

This is a measurement. Its value is updated in the Execute methods, so the value will only be valid after an execution.

Definition at line 239 of file sitkLevelSetMotionRegistrationFilter.h.

std::string itk::simple::LevelSetMotionRegistrationFilter::GetName ( ) const

inlinevirtual

Name of this class

Implements itk::simple::ProcessObject.

Definition at line 242 of file sitkLevelSetMotionRegistrationFilter.h.

uint32_t itk::simple::LevelSetMotionRegistrationFilter::GetNumberOfIterations ( ) const

inline

Definition at line 93 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::GetRMSChange ( ) const

inline

The Root Mean Square of the levelset upon termination.

This is a measurement. Its value is updated in the Execute methods, so the value will only be valid after an execution.

Definition at line 231 of file sitkLevelSetMotionRegistrationFilter.h.

bool itk::simple::LevelSetMotionRegistrationFilter::GetSmoothDisplacementField ( ) const

inline

Set/Get whether the displacement field is smoothed (regularized). Smoothing the displacement yields a solution elastic in nature. If SmoothDisplacementField is on, then the displacement field is smoothed with a Gaussian whose standard deviations are specified with SetStandardDeviations()

Definition at line 129 of file sitkLevelSetMotionRegistrationFilter.h.

bool itk::simple::LevelSetMotionRegistrationFilter::GetSmoothUpdateField ( ) const

inline

Set/Get whether the update field is smoothed (regularized). Smoothing the update field yields a solution viscous in nature. If SmoothUpdateField is on, then the update field is smoothed with a Gaussian whose standard deviations are specified with SetUpdateFieldStandardDeviations()

Definition at line 157 of file sitkLevelSetMotionRegistrationFilter.h.

std::vector<double> itk::simple::LevelSetMotionRegistrationFilter::GetStandardDeviations ( ) const

inline

Set/Get the Gaussian smoothing standard deviations for the displacement field. The values are set with respect to pixel coordinates.

Definition at line 115 of file sitkLevelSetMotionRegistrationFilter.h.

std::vector<double> itk::simple::LevelSetMotionRegistrationFilter::GetUpdateFieldStandardDeviations ( ) const

inline

Set the Gaussian smoothing standard deviations for the update field. The values are set with respect to pixel coordinates.

Definition at line 143 of file sitkLevelSetMotionRegistrationFilter.h.

bool itk::simple::LevelSetMotionRegistrationFilter::GetUseImageSpacing ( ) const

inline

Definition at line 216 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetAlpha ( double  Alpha )

inline

Set/Get the parameter alpha. Alpha is added to the calculated gradient magnitude prior to normalizing the gradient to protect against numerical instability as the gradient magnitude approaches zero. This should be set as a small fraction of the intensity dynamic range, for instance 0.04%. Default is the absolute (not percentage) value of 0.1.

Definition at line 182 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetGradientMagnitudeThreshold ( double  GradientMagnitudeThreshold )

inline

Set/Get the threshold below which the gradient magnitude is considered the zero vector. Default is 1e-9.

Definition at line 200 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetGradientSmoothingStandardDeviations ( double  GradientSmoothingStandardDeviations )

inline

Set/Get the standard deviation used for smoothing the moving image prior to calculating gradients. The standard deviation is measured in physical units (for instance mm). Note that this smoothing value is not to be confused with the PDEDeformableRegistrationFilter::SetStandardDeviations() method. The method in PDEDeformableRegistrationFilter is for setting the smoothing parameters for regularizing the deformation field between interations. Those smoothing parameters are set in pixel units not physical units. Deformation field smoothing is not done by default in LevelSetMotionRegistration. This smoothing parameter is to condition the gradient calculation and parameter is specified in physical units.

Definition at line 81 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetIntensityDifferenceThreshold ( double  IntensityDifferenceThreshold )

inline

Set/Get the threshold below which the absolute difference of intensity yields a match. When the intensities match between a moving and fixed image pixel, the update vector (for that iteration) will be the zero vector. Default is 0.001.

Definition at line 191 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetMaximumError ( double  MaximumError )

inline

Set/Get the desired maximum error of the Guassian kernel approximate.

Definition at line 172 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetMaximumKernelWidth ( unsigned int  MaximumKernelWidth )

inline

Set/Get the desired limits of the Gaussian kernel width.

Definition at line 162 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetMaximumRMSError ( double  MaximumRMSError )

inline

Definition at line 97 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetNumberOfIterations ( uint32_t  NumberOfIterations )

inline

Definition at line 89 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetSmoothDisplacementField ( bool  SmoothDisplacementField )

inline

Set/Get whether the displacement field is smoothed (regularized). Smoothing the displacement yields a solution elastic in nature. If SmoothDisplacementField is on, then the displacement field is smoothed with a Gaussian whose standard deviations are specified with SetStandardDeviations()

Definition at line 120 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetSmoothUpdateField ( bool  SmoothUpdateField )

inline

Set/Get whether the update field is smoothed (regularized). Smoothing the update field yields a solution viscous in nature. If SmoothUpdateField is on, then the update field is smoothed with a Gaussian whose standard deviations are specified with SetUpdateFieldStandardDeviations()

Definition at line 148 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetStandardDeviations ( const std::vector< double > &  StandardDeviations )

inline

Set/Get the Gaussian smoothing standard deviations for the displacement field. The values are set with respect to pixel coordinates.

Definition at line 106 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetStandardDeviations ( double  value )

inline

Set the values of the StandardDeviations vector all to value

Definition at line 109 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetUpdateFieldStandardDeviations ( const std::vector< double > &  UpdateFieldStandardDeviations )

inline

Set the Gaussian smoothing standard deviations for the update field. The values are set with respect to pixel coordinates.

Definition at line 134 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetUpdateFieldStandardDeviations ( double  value )

inline

Set the values of the UpdateFieldStandardDeviations vector all to value

Definition at line 137 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SetUseImageSpacing ( bool  UseImageSpacing )

inline

Definition at line 208 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SmoothDisplacementFieldOff ( )

inline

Definition at line 124 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SmoothDisplacementFieldOn ( )

inline

Set the value of SmoothDisplacementField to true or false respectfully.

Definition at line 123 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SmoothUpdateFieldOff ( )

inline

Definition at line 152 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::SmoothUpdateFieldOn ( )

inline

Set the value of SmoothUpdateField to true or false respectfully.

Definition at line 151 of file sitkLevelSetMotionRegistrationFilter.h.

std::string itk::simple::LevelSetMotionRegistrationFilter::ToString ( ) const

virtual

Print ourselves out

Reimplemented from itk::simple::ProcessObject.

Self& itk::simple::LevelSetMotionRegistrationFilter::UseImageSpacingOff ( )

inline

Definition at line 212 of file sitkLevelSetMotionRegistrationFilter.h.

Self& itk::simple::LevelSetMotionRegistrationFilter::UseImageSpacingOn ( )

inline

Set the value of UseImageSpacing to true or false respectfully.

Definition at line 211 of file sitkLevelSetMotionRegistrationFilter.h.

Friends And Related Function Documentation

friend struct detail::MemberFunctionAddressor< MemberFunctionType >

friend

Definition at line 263 of file sitkLevelSetMotionRegistrationFilter.h.

Member Data Documentation

double itk::simple::LevelSetMotionRegistrationFilter::m_Alpha

private

Definition at line 279 of file sitkLevelSetMotionRegistrationFilter.h.

uint32_t itk::simple::LevelSetMotionRegistrationFilter::m_ElapsedIterations

private

Definition at line 284 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::m_GradientMagnitudeThreshold

private

Definition at line 281 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::m_GradientSmoothingStandardDeviations

private

Definition at line 268 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::m_IntensityDifferenceThreshold

private

Definition at line 280 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::m_MaximumError

private

Definition at line 278 of file sitkLevelSetMotionRegistrationFilter.h.

unsigned int itk::simple::LevelSetMotionRegistrationFilter::m_MaximumKernelWidth

private

Definition at line 277 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::m_MaximumRMSError

private

Definition at line 272 of file sitkLevelSetMotionRegistrationFilter.h.

nsstd::auto_ptr<detail::MemberFunctionFactory<MemberFunctionType> > itk::simple::LevelSetMotionRegistrationFilter::m_MemberFactory

private

Definition at line 265 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::m_Metric

private

Definition at line 288 of file sitkLevelSetMotionRegistrationFilter.h.

uint32_t itk::simple::LevelSetMotionRegistrationFilter::m_NumberOfIterations

private

Definition at line 270 of file sitkLevelSetMotionRegistrationFilter.h.

double itk::simple::LevelSetMotionRegistrationFilter::m_RMSChange

private

Definition at line 286 of file sitkLevelSetMotionRegistrationFilter.h.

bool itk::simple::LevelSetMotionRegistrationFilter::m_SmoothDisplacementField

private

Definition at line 274 of file sitkLevelSetMotionRegistrationFilter.h.

bool itk::simple::LevelSetMotionRegistrationFilter::m_SmoothUpdateField

private

Definition at line 276 of file sitkLevelSetMotionRegistrationFilter.h.

std::vector<double> itk::simple::LevelSetMotionRegistrationFilter::m_StandardDeviations

private

Definition at line 273 of file sitkLevelSetMotionRegistrationFilter.h.

std::vector<double> itk::simple::LevelSetMotionRegistrationFilter::m_UpdateFieldStandardDeviations

private

Definition at line 275 of file sitkLevelSetMotionRegistrationFilter.h.

bool itk::simple::LevelSetMotionRegistrationFilter::m_UseImageSpacing

private

Definition at line 282 of file sitkLevelSetMotionRegistrationFilter.h.

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

• sitkLevelSetMotionRegistrationFilter.h