ITK  4.4.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Static Public Attributes | Protected Member Functions | Private Member Functions | Private Attributes | List of all members
itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction > Class Template Reference

#include <itkCurvatureRegistrationFilter.h>

+ Inheritance diagram for itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >:
+ Collaboration diagram for itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >:

Detailed Description

template<class TFixedImage, class TMovingImage, class TDisplacementField, class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
class itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >

Deformably register two images using the fast curvature algorithm.

CurvatureRegistrationFilter implements the fast (i.e., O(n log n) ) registration method described in B. Fischer and J. Modersitzki, "A unified approach to fast image registration and a new curvature based registration technique," Linear Algebra and its Applications, vol. 380, pp. 107-124, 2004.

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, the deformation field type, and the images forces function. Fundamentally, any image force function in the PDE framework should work (e.g., mean squares, demons, correlation, mutual information, etc.).

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

This class makes use of the finite difference solver hierarchy. Update for each iteration is computed in the function class defined by the template parameter TImageForceFunction.

The algorithm has three parameters: the number of iteration to be performed, the time step, and the weight of the curvature regularization term in the overall cost function.

Warning
The algorithm parameters (time step and constraint weight) as given by F&M (dt=100; alpha=0.01) do not seem to work with this implementation. In fact, they seem to be off by orders of magnitude. This may be an effect of different normalization of the image forces, or this implementation may be incorrect. Be aware.
This filter assumes that the fixed image type, moving image type and deformation field type all have the same number of dimensions.
There is something sketchy going on with the DCT (see FFTW documentation) regarding numerical stability of the "ordinary" DCT. Also, F&M are slightly ambiguous in their use of the DCT operator. So it is quite possible that the implementation of their algorithm is not quite correct. Ultimately, they are saying that the curvature smoother is equivalent to a special low-pass filter that is applied to the DCT coefficients.
Note
This class was developed with funding from:

"CNS Deficits: Interaction of Age and Alcoholism" NIAAA AA05965, PI: A. Pfefferbaum

"INIA: Imaging Core" NIAAA AA13521, PI: A. Pfefferbaum

See Also
CurvatureRegistrationFunction
Author
Torsten Rohlfing, SRI International, Neuroscience Program

Definition at line 100 of file itkCurvatureRegistrationFilter.h.

Public Types

typedef SmartPointer< const SelfConstPointer
 
typedef
DisplacementFieldComponentImageType::Pointer 
DisplacementFieldComponentImagePointer
 
typedef Image< RealTypeDFT,
TDisplacementField::ImageDimension > 
DisplacementFieldComponentImageType
 
typedef
DisplacementFieldPixelType::ValueType 
DisplacementFieldComponentType
 
typedef
TDisplacementField::PixelType 
DisplacementFieldPixelType
 
typedef
Superclass::DisplacementFieldPointer 
DisplacementFieldPointer
 
typedef
Superclass::DisplacementFieldType 
DisplacementFieldType
 
typedef
Superclass::FiniteDifferenceFunctionType 
FiniteDifferenceFunctionType
 
typedef
Superclass::FixedImagePointer 
FixedImagePointer
 
typedef Superclass::FixedImageType FixedImageType
 
typedef
Superclass::MovingImagePointer 
MovingImagePointer
 
typedef Superclass::MovingImageType MovingImageType
 
typedef SmartPointer< SelfPointer
 
typedef double RealTypeDFT
 
typedef TImageForceFunction RegistrationFunctionType
 
typedef CurvatureRegistrationFilter Self
 
typedef
PDEDeformableRegistrationFilter
< TFixedImage, TMovingImage,
TDisplacementField > 
Superclass
 
typedef Superclass::TimeStepType TimeStepType
 
- Public Types inherited from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
typedef SmartPointer< const SelfConstPointer
 
typedef
DisplacementFieldType::Pointer 
DisplacementFieldPointer
 
typedef TDisplacementField DisplacementFieldType
 
typedef
Superclass::FiniteDifferenceFunctionType 
FiniteDifferenceFunctionType
 
typedef
FixedImageType::ConstPointer 
FixedImageConstPointer
 
typedef FixedImageType::Pointer FixedImagePointer
 
typedef TFixedImage FixedImageType
 
typedef
MovingImageType::ConstPointer 
MovingImageConstPointer
 
typedef MovingImageType::Pointer MovingImagePointer
 
typedef TMovingImage MovingImageType
 
typedef Superclass::OutputImageType OutputImageType
 
typedef
PDEDeformableRegistrationFunction
< FixedImageType,
MovingImageType,
DisplacementFieldType
PDEDeformableRegistrationFunctionType
 
typedef SmartPointer< SelfPointer
 
typedef
PDEDeformableRegistrationFilter 
Self
 
typedef FixedArray< double,
ImageDimension
StandardDeviationsType
 
typedef
DenseFiniteDifferenceImageFilter
< TDisplacementField,
TDisplacementField > 
Superclass
 
- Public Types inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
typedef SmartPointer< const SelfConstPointer
 
typedef
Superclass::FiniteDifferenceFunctionType 
FiniteDifferenceFunctionType
 
typedef Superclass::InputImageType InputImageType
 
typedef Superclass::OutputImageType OutputImageType
 
typedef Superclass::PixelType PixelType
 
typedef SmartPointer< SelfPointer
 
typedef
DenseFiniteDifferenceImageFilter 
Self
 
typedef
FiniteDifferenceImageFilter
< TDisplacementField,
TDisplacementField > 
Superclass
 
typedef Superclass::TimeStepType TimeStepType
 
typedef OutputImageType UpdateBufferType
 
- Public Types inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
typedef SmartPointer< const SelfConstPointer
 
typedef
FiniteDifferenceFunction
< TDisplacementField > 
FiniteDifferenceFunctionType
 
typedef TDisplacementField InputImageType
 
typedef
TDisplacementField::PixelType 
InputPixelType
 
typedef NumericTraits
< InputPixelType >::ValueType 
InputPixelValueType
 
typedef
FiniteDifferenceFunctionType::NeighborhoodScalesType 
NeighborhoodScalesType
 
typedef TDisplacementField OutputImageType
 
typedef
TDisplacementField::PixelType 
OutputPixelType
 
typedef NumericTraits
< OutputPixelType >::ValueType 
OutputPixelValueType
 
typedef OutputPixelType PixelType
 
typedef SmartPointer< SelfPointer
 
typedef
FiniteDifferenceFunctionType::RadiusType 
RadiusType
 
typedef FiniteDifferenceImageFilter Self
 
typedef InPlaceImageFilter
< TDisplacementField,
TDisplacementField > 
Superclass
 
typedef
FiniteDifferenceFunctionType::TimeStepType 
TimeStepType
 
- Public Types inherited from itk::InPlaceImageFilter< TDisplacementField, TDisplacementField >
typedef SmartPointer< const SelfConstPointer
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TDisplacementField InputImageType
 
typedef
Superclass::OutputImagePixelType 
OutputImagePixelType
 
typedef
Superclass::OutputImagePointer 
OutputImagePointer
 
typedef
Superclass::OutputImageRegionType 
OutputImageRegionType
 
typedef Superclass::OutputImageType OutputImageType
 
typedef SmartPointer< SelfPointer
 
typedef InPlaceImageFilter Self
 
typedef ImageToImageFilter
< TDisplacementField,
TDisplacementField > 
Superclass
 
- Public Types inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
typedef SmartPointer< const SelfConstPointer
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TDisplacementField InputImageType
 
typedef
Superclass::OutputImagePixelType 
OutputImagePixelType
 
typedef
Superclass::OutputImageRegionType 
OutputImageRegionType
 
typedef SmartPointer< SelfPointer
 
typedef ImageToImageFilter Self
 
typedef ImageSource
< TDisplacementField > 
Superclass
 
- Public Types inherited from itk::ImageSource< TDisplacementField >
typedef SmartPointer< const SelfConstPointer
 
typedef
Superclass::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef
Superclass::DataObjectPointerArraySizeType 
DataObjectPointerArraySizeType
 
typedef OutputImageType::PixelType OutputImagePixelType
 
typedef OutputImageType::Pointer OutputImagePointer
 
typedef OutputImageType::RegionType OutputImageRegionType
 
typedef TDisplacementField OutputImageType
 
typedef SmartPointer< SelfPointer
 
typedef ImageSource Self
 
typedef ProcessObject Superclass
 
- Public Types inherited from itk::ProcessObject
typedef SmartPointer< const SelfConstPointer
 
typedef
DataObject::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef std::vector
< DataObjectPointer
DataObjectPointerArray
 
typedef
DataObjectPointerArray::size_type 
DataObjectPointerArraySizeType
 
typedef std::vector
< DataObjectIdentifierType
NameArray
 
typedef SmartPointer< SelfPointer
 
typedef ProcessObject Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
virtual double GetMetric () const
 
virtual const char * GetNameOfClass () const
 
void SetConstraintWeight (const float w)
 
void SetTimeStep (const TimeStepType ts)
 
- Public Member Functions inherited from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
DisplacementFieldTypeGetDisplacementField ()
 
const FixedImageTypeGetFixedImage (void) const
 
const MovingImageTypeGetMovingImage (void) const
 
virtual std::vector
< SmartPointer< DataObject >
>::size_type 
GetNumberOfValidRequiredInputs () const
 
virtual const
StandardDeviationsType
GetStandardDeviations ()
 
virtual const
StandardDeviationsType
GetUpdateFieldStandardDeviations ()
 
void SetFixedImage (const FixedImageType *ptr)
 
void SetInitialDisplacementField (const DisplacementFieldType *ptr)
 
void SetMovingImage (const MovingImageType *ptr)
 
virtual void StopRegistration ()
 
virtual void SetSmoothDisplacementField (bool _arg)
 
virtual bool GetSmoothDisplacementField () const
 
virtual void SmoothDisplacementFieldOn ()
 
virtual void SmoothDisplacementFieldOff ()
 
virtual void SetStandardDeviations (StandardDeviationsType _arg)
 
virtual void SetStandardDeviations (double value)
 
virtual void SetSmoothUpdateField (bool _arg)
 
virtual bool GetSmoothUpdateField () const
 
virtual void SmoothUpdateFieldOn ()
 
virtual void SmoothUpdateFieldOff ()
 
virtual void SetUpdateFieldStandardDeviations (StandardDeviationsType _arg)
 
virtual void SetUpdateFieldStandardDeviations (double value)
 
virtual void SetMaximumError (double _arg)
 
virtual double GetMaximumError () const
 
virtual void SetMaximumKernelWidth (unsigned int _arg)
 
virtual unsigned int GetMaximumKernelWidth () const
 
- Public Member Functions inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
 typedef (Concept::MultiplyOperator< PixelType, double >) OutputTimesDoubleCheck
 
 typedef (Concept::AdditiveOperators< PixelType >) OutputAdditiveOperatorsCheck
 
 typedef (Concept::AdditiveAndAssignOperators< PixelType >) OutputAdditiveAndAssignOperatorsCheck
 
 typedef (Concept::Convertible< typename TDisplacementField::PixelType, PixelType >) InputConvertibleToOutputCheck
 
- Public Member Functions inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
virtual const
FiniteDifferenceFunctionType::Pointer
GetDifferenceFunction () const
 
virtual const IdentifierTypeGetElapsedIterations ()
 
virtual bool GetIsInitialized ()
 
virtual void SetDifferenceFunction (FiniteDifferenceFunctionType *_arg)
 
virtual void SetIsInitialized (bool _arg)
 
void SetStateToInitialized ()
 
void SetStateToUninitialized ()
 
virtual void SetNumberOfIterations (IdentifierType _arg)
 
virtual const IdentifierTypeGetNumberOfIterations ()
 
virtual void SetUseImageSpacing (bool _arg)
 
virtual void UseImageSpacingOn ()
 
virtual void UseImageSpacingOff ()
 
virtual const bool & GetUseImageSpacing ()
 
virtual void SetMaximumRMSError (double _arg)
 
virtual const double & GetMaximumRMSError ()
 
virtual void SetRMSChange (double _arg)
 
virtual const double & GetRMSChange ()
 
virtual void SetManualReinitialization (bool _arg)
 
virtual const bool & GetManualReinitialization ()
 
virtual void ManualReinitializationOn ()
 
virtual void ManualReinitializationOff ()
 
- Public Member Functions inherited from itk::InPlaceImageFilter< TDisplacementField, TDisplacementField >
virtual bool CanRunInPlace () const
 
virtual void SetInPlace (bool _arg)
 
virtual bool GetInPlace () const
 
virtual void InPlaceOn ()
 
virtual void InPlaceOff ()
 
- Public Member Functions inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
const InputImageTypeGetInput (void) const
 
const InputImageTypeGetInput (unsigned int idx) const
 
virtual void PopBackInput ()
 
virtual void PopFrontInput ()
 
virtual void PushBackInput (const InputImageType *image)
 
virtual void PushFrontInput (const InputImageType *image)
 
virtual void SetInput (const InputImageType *image)
 
virtual void SetInput (unsigned int, const TDisplacementField *image)
 
virtual void SetCoordinateTolerance (double _arg)
 
virtual double GetCoordinateTolerance () const
 
virtual void SetDirectionTolerance (double _arg)
 
virtual double GetDirectionTolerance () const
 
- Public Member Functions inherited from itk::ImageSource< TDisplacementField >
OutputImageTypeGetOutput (unsigned int idx)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
OutputImageTypeGetOutput (void)
 
const OutputImageTypeGetOutput (void) const
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx)
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData ()
 
NameArray GetInputNames () const
 
MultiThreader * GetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
NameArray GetOutputNames () const
 
virtual const float & GetProgress ()
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
virtual DataObjectPointer MakeOutput (const DataObjectIdentifierType &)
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void SetProgress (float _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float amount)
 
DataObjectPointerArray GetInputs ()
 
DataObjectPointerArray GetOutputs ()
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag ()
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfThreads ()
 
- 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
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary (void)
 
const MetaDataDictionaryGetMetaDataDictionary (void) const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
virtual void Register () const
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetReferenceCount (int)
 
virtual void UnRegister () 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::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
static Pointer New ()
 

Static Public Attributes

static const unsigned int DeformationVectorDimension = DisplacementFieldPixelType::Dimension
 
static const unsigned int ImageDimension = FixedImageType::ImageDimension
 
- Static Public Attributes inherited from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
static const unsigned int ImageDimension = Superclass::ImageDimension
 
- Static Public Attributes inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
static const unsigned int ImageDimension
 
- Static Public Attributes inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
static const unsigned int ImageDimension
 
- Static Public Attributes inherited from itk::InPlaceImageFilter< TDisplacementField, TDisplacementField >
static const unsigned int InputImageDimension
 
static const unsigned int OutputImageDimension
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
static const unsigned int InputImageDimension
 
static const unsigned int OutputImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TDisplacementField >
static const unsigned int OutputImageDimension
 

Protected Member Functions

virtual void ApplyUpdate (const TimeStepType &dt)
 
 CurvatureRegistrationFilter ()
 
virtual void Initialize ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
 ~CurvatureRegistrationFilter ()
 
- Protected Member Functions inherited from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
virtual void CopyInputToOutput ()
 
virtual void GenerateInputRequestedRegion ()
 
virtual void GenerateOutputInformation ()
 
virtual bool Halt ()
 
virtual void InitializeIteration ()
 
 PDEDeformableRegistrationFilter ()
 
virtual void PostProcessOutput ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
virtual void SmoothDisplacementField ()
 
virtual void SmoothUpdateField ()
 
 ~PDEDeformableRegistrationFilter ()
 
- Protected Member Functions inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
virtual void AllocateUpdateBuffer ()
 
virtual TimeStepType CalculateChange ()
 
 DenseFiniteDifferenceImageFilter ()
 
virtual UpdateBufferTypeGetUpdateBuffer ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
virtual void ThreadedApplyUpdate (const TimeStepType &dt, const ThreadRegionType &regionToProcess, ThreadIdType threadId)
 
virtual TimeStepType ThreadedCalculateChange (const ThreadRegionType &regionToProcess, ThreadIdType threadId)
 
 ~DenseFiniteDifferenceImageFilter ()
 
- Protected Member Functions inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
virtual void ApplyUpdate (const TimeStepType &dt)=0
 
 FiniteDifferenceImageFilter ()
 
virtual void GenerateData ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
virtual TimeStepType ResolveTimeStep (const std::vector< TimeStepType > &timeStepList, const std::vector< bool > &valid) const
 
virtual void SetElapsedIterations (IdentifierType _arg)
 
virtual bool ThreadedHalt (void *)
 
virtual ~FiniteDifferenceImageFilter ()
 
- Protected Member Functions inherited from itk::InPlaceImageFilter< TDisplacementField, TDisplacementField >
virtual void AllocateOutputs ()
 
virtual bool GetRunningInPlace () const
 
 InPlaceImageFilter ()
 
virtual void ReleaseInputs ()
 
 ~InPlaceImageFilter ()
 
- Protected Member Functions inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
virtual void CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
 
virtual void CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
 
 ImageToImageFilter ()
 
virtual void VerifyInputInformation ()
 
 ~ImageToImageFilter ()
 
void PushBackInput (const DataObject *input)
 
void PushFrontInput (const DataObject *input)
 
- Protected Member Functions inherited from itk::ImageSource< TDisplacementField >
virtual void AfterThreadedGenerateData ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter (void) const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int num, OutputImageRegionType &splitRegion)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
 
virtual ~ImageSource ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
virtual void AddOutput (DataObject *output)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredOutputs ()
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
 itkLegacyMacro (virtual void RemoveOutput(DataObject *output))
 
 itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))
 
 itkLegacyMacro (virtual void RemoveInput(DataObject *input))
 
 itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
 ProcessObject ()
 
virtual void PropagateResetPipeline ()
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *input)
 
virtual void SetPrimaryOutput (DataObject *output)
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject ()
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName (void) const
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredInputs ()
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
void SetRequiredInputNames (const NameArray &)
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName (void) const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
- 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

 CurvatureRegistrationFilter (const Self &)
 
void operator= (const Self &)
 

Private Attributes

float m_ConstraintWeight
 
RealTypeDFTm_DiagonalElements [ImageDimension]
 
RealTypeDFTm_DisplacementFieldComponentImage
 
RealTypeDFTm_DisplacementFieldComponentImageDCT
 
unsigned int m_FixedImageDimensions [ImageDimension]
 
fftw_plan m_PlanBackwardDCT
 
fftw_plan m_PlanForwardDCT
 
TimeStepType m_TimeStep
 

Additional Inherited Members

- Protected Types inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
typedef
UpdateBufferType::RegionType 
ThreadRegionType
 
- Static Protected Member Functions inherited from itk::ImageSource< TDisplacementField >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_TYPE ThreaderCallback (void *arg)
 
- Protected Attributes inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
IdentifierType m_ElapsedIterations
 
bool m_IsInitialized
 
bool m_ManualReinitialization
 
double m_MaximumRMSError
 
IdentifierType m_NumberOfIterations
 
double m_RMSChange
 

Member Typedef Documentation

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef SmartPointer< const Self > itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::ConstPointer

Definition at line 109 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef DisplacementFieldComponentImageType::Pointer itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::DisplacementFieldComponentImagePointer

Definition at line 152 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Image< RealTypeDFT, TDisplacementField::ImageDimension > itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::DisplacementFieldComponentImageType

Definition at line 151 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef DisplacementFieldPixelType::ValueType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::DisplacementFieldComponentType

Definition at line 137 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef TDisplacementField::PixelType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::DisplacementFieldPixelType

Definition at line 136 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::DisplacementFieldPointer itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::DisplacementFieldPointer

Definition at line 134 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::DisplacementFieldType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::DisplacementFieldType

Deformation field type.

Definition at line 132 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::FiniteDifferenceFunctionType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::FiniteDifferenceFunctionType
template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::FixedImagePointer itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::FixedImagePointer

Definition at line 123 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::FixedImageType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::FixedImageType

FixedImage image type.

Definition at line 122 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::MovingImagePointer itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::MovingImagePointer

Definition at line 128 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::MovingImageType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::MovingImageType

MovingImage image type.

Definition at line 127 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef SmartPointer< Self > itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::Pointer

Definition at line 108 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef double itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::RealTypeDFT

Definition at line 142 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef TImageForceFunction itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::RegistrationFunctionType

CurvatureRegistrationFilterFunction type.

Definition at line 159 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef CurvatureRegistrationFilter itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::Self

Standard class typedefs.

Definition at line 106 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::Superclass

Definition at line 107 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
typedef Superclass::TimeStepType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::TimeStepType

Inherit types from superclass.

Definition at line 116 of file itkCurvatureRegistrationFilter.h.

Constructor & Destructor Documentation

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::CurvatureRegistrationFilter ( )
protected
template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::~CurvatureRegistrationFilter ( )
protected
template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::CurvatureRegistrationFilter ( const Self )
private

Member Function Documentation

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
virtual void itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::ApplyUpdate ( const TimeStepType dt)
protectedvirtual
template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
virtual::itk::LightObject::Pointer itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::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<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
virtual double itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::GetMetric ( ) const
virtual

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.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
virtual const char* itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::GetNameOfClass ( ) const
virtual

Run-time type information (and related methods).

Reimplemented from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
virtual void itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::Initialize ( )
protectedvirtual

Initialize the state of filter before starting first iteration.

Reimplemented from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
static Pointer itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::New ( )
static

Method for creation through the object factory.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
void itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::operator= ( const Self )
private
template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
void itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::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::InPlaceImageFilter< TDisplacementField, TDisplacementField >.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
void itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::SetConstraintWeight ( const float  w)
inline

Set the constraint vs. image forces weight.

Definition at line 162 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
void itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::SetTimeStep ( const TimeStepType  ts)
inline

Set the time step.

Definition at line 165 of file itkCurvatureRegistrationFilter.h.

Member Data Documentation

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
const unsigned int itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::DeformationVectorDimension = DisplacementFieldPixelType::Dimension
static

Definition at line 138 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
const unsigned int itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::ImageDimension = FixedImageType::ImageDimension
static

Definition at line 124 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
float itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_ConstraintWeight
private

Definition at line 194 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
RealTypeDFT* itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_DiagonalElements[ImageDimension]
private

Definition at line 201 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
RealTypeDFT* itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_DisplacementFieldComponentImage
private

Definition at line 191 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
RealTypeDFT* itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_DisplacementFieldComponentImageDCT
private

Definition at line 192 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
unsigned int itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_FixedImageDimensions[ImageDimension]
private

Definition at line 189 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
fftw_plan itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_PlanBackwardDCT
private

Definition at line 197 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
fftw_plan itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_PlanForwardDCT
private

Definition at line 196 of file itkCurvatureRegistrationFilter.h.

template<class TFixedImage , class TMovingImage , class TDisplacementField , class TImageForceFunction = MeanSquareRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >>
TimeStepType itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >::m_TimeStep
private

Definition at line 199 of file itkCurvatureRegistrationFilter.h.


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