SimpleITK  1.3.0.dev466
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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 ()
 
SelfSetAlpha (double Alpha)
 
SelfSetGradientMagnitudeThreshold (double GradientMagnitudeThreshold)
 
SelfSetGradientSmoothingStandardDeviations (double GradientSmoothingStandardDeviations)
 
SelfSetIntensityDifferenceThreshold (double IntensityDifferenceThreshold)
 
SelfSetMaximumError (double MaximumError)
 
SelfSetMaximumKernelWidth (unsigned int MaximumKernelWidth)
 
SelfSetMaximumRMSError (double MaximumRMSError)
 
SelfSetNumberOfIterations (uint32_t NumberOfIterations)
 
SelfSetSmoothDisplacementField (bool SmoothDisplacementField)
 
SelfSetSmoothUpdateField (bool SmoothUpdateField)
 
SelfSetStandardDeviations (const std::vector< double > &StandardDeviations)
 
SelfSetStandardDeviations (double value)
 
SelfSetUpdateFieldStandardDeviations (const std::vector< double > &UpdateFieldStandardDeviations)
 
SelfSetUpdateFieldStandardDeviations (double value)
 
SelfSetUseImageSpacing (bool UseImageSpacing)
 
SelfSmoothDisplacementFieldOff ()
 
SelfSmoothDisplacementFieldOn ()
 
SelfSmoothUpdateFieldOff ()
 
SelfSmoothUpdateFieldOn ()
 
std::string ToString () const
 
SelfUseImageSpacingOff ()
 
SelfUseImageSpacingOn ()
 
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::ProcessObjectGetActiveProcess ()
 
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::EventObjectGetITKEventObject (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.

Define the pixels types supported by this filter

Definition at line 74 of file sitkLevelSetMotionRegistrationFilter.h.

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

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.


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