ITK  6.0.0
Insight Toolkit
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itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > Class Template Reference

#include <itkDiffeomorphicDemonsRegistrationFilter.h>

Detailed Description

template<typename TFixedImage, typename TMovingImage, typename TDisplacementField>
class itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >

Deformably register two images using a diffeomorphic demons algorithm.

This class was contributed by Tom Vercauteren, INRIA & Mauna Kea Technologies, based on a variation of the DemonsRegistrationFilter. The basic modification is to use diffeomorphism exponentials.

See T. Vercauteren, X. Pennec, A. Perchant and N. Ayache, "Non-parametric Diffeomorphic Image Registration with the Demons Algorithm", Proc. of MICCAI 2007.

DiffeomorphicDemonsRegistrationFilter implements the demons deformable algorithm that register two images by computing the deformation field which will map a moving image onto a fixed image.

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 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 DemonsRegistrationFunction.

Author
Tom Vercauteren, INRIA & Mauna Kea Technologies
Warning
This filter assumes that the fixed image type, moving image type and deformation field type all have the same number of dimensions.

This implementation was taken from the Insight Journal paper: https://doi.org/10.54294/ux2obj

See also
DemonsRegistrationFilter
DemonsRegistrationFunction

Definition at line 78 of file itkDiffeomorphicDemonsRegistrationFilter.h.

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

Public Types

using ConstPointer = SmartPointer< const Self >
 
using DemonsRegistrationFunctionType = ESMDemonsRegistrationFunction< FixedImageType, MovingImageType, DisplacementFieldType >
 
using GradientType = typename DemonsRegistrationFunctionType::GradientEnum
 
using Pointer = SmartPointer< Self >
 
using Self = DiffeomorphicDemonsRegistrationFilter
 
using Superclass = PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
 
using TimeStepType = typename FiniteDifferenceFunctionType::TimeStepType
 
- Public Types inherited from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
using ConstPointer = SmartPointer< const Self >
 
using DisplacementFieldPointer = typename DisplacementFieldType::Pointer
 
using DisplacementFieldType = TDisplacementField
 
using FixedImageConstPointer = typename FixedImageType::ConstPointer
 
using FixedImagePointer = typename FixedImageType::Pointer
 
using FixedImageType = TFixedImage
 
using MovingImageConstPointer = typename MovingImageType::ConstPointer
 
using MovingImagePointer = typename MovingImageType::Pointer
 
using MovingImageType = TMovingImage
 
using PDEDeformableRegistrationFunctionType = PDEDeformableRegistrationFunction< FixedImageType, MovingImageType, DisplacementFieldType >
 
using Pointer = SmartPointer< Self >
 
using Self = PDEDeformableRegistrationFilter
 
using StandardDeviationsType = FixedArray< double, ImageDimension >
 
using Superclass = DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
 
- Public Types inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = DenseFiniteDifferenceImageFilter
 
using Superclass = FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
 
using UpdateBufferType = OutputImageType
 
- Public Types inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
using ConstPointer = SmartPointer< const Self >
 
using FiniteDifferenceFunctionType = FiniteDifferenceFunction< TDisplacementField >
 
using InputImageType = TDisplacementField
 
using InputPixelType = typename TDisplacementField ::PixelType
 
using InputPixelValueType = typename NumericTraits< InputPixelType >::ValueType
 
using NeighborhoodScalesType = typename FiniteDifferenceFunctionType::NeighborhoodScalesType
 
using OutputImageType = TDisplacementField
 
using OutputPixelType = typename TDisplacementField ::PixelType
 
using OutputPixelValueType = typename NumericTraits< OutputPixelType >::ValueType
 
using PixelType = OutputPixelType
 
using Pointer = SmartPointer< Self >
 
using RadiusType = typename FiniteDifferenceFunctionType::RadiusType
 
using Self = FiniteDifferenceImageFilter
 
using Superclass = InPlaceImageFilter< TDisplacementField, TDisplacementField >
 
using TimeStepType = typename FiniteDifferenceFunctionType::TimeStepType
 
- Public Types inherited from itk::InPlaceImageFilter< TDisplacementField, TDisplacementField >
using ConstPointer = SmartPointer< const Self >
 
using InputImageConstPointer = typename InputImageType::ConstPointer
 
using InputImagePixelType = typename InputImageType::PixelType
 
using InputImagePointer = typename InputImageType::Pointer
 
using InputImageRegionType = typename InputImageType::RegionType
 
using InputImageType = TDisplacementField
 
using Pointer = SmartPointer< Self >
 
using Self = InPlaceImageFilter
 
using Superclass = ImageToImageFilter< TDisplacementField, TDisplacementField >
 
- Public Types inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
using ConstPointer = SmartPointer< const Self >
 
using InputImageConstPointer = typename InputImageType::ConstPointer
 
using InputImagePixelType = typename InputImageType::PixelType
 
using InputImagePointer = typename InputImageType::Pointer
 
using InputImageRegionType = typename InputImageType::RegionType
 
using InputImageType = TDisplacementField
 
using Pointer = SmartPointer< Self >
 
using Self = ImageToImageFilter
 
using Superclass = ImageSource< TDisplacementField >
 
- Public Types inherited from itk::ImageSource< TDisplacementField >
using ConstPointer = SmartPointer< const Self >
 
using DataObjectIdentifierType = Superclass::DataObjectIdentifierType
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArraySizeType = Superclass::DataObjectPointerArraySizeType
 
using OutputImagePixelType = typename OutputImageType::PixelType
 
using OutputImagePointer = typename OutputImageType::Pointer
 
using OutputImageRegionType = typename OutputImageType::RegionType
 
using OutputImageType = TDisplacementField
 
using Pointer = SmartPointer< Self >
 
using Self = ImageSource
 
using Superclass = ProcessObject
 
- Public Types inherited from itk::ProcessObject
using ConstPointer = SmartPointer< const Self >
 
using DataObjectIdentifierType = DataObject::DataObjectIdentifierType
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArray = std::vector< DataObjectPointer >
 
using DataObjectPointerArraySizeType = DataObjectPointerArray::size_type
 
using MultiThreaderType = MultiThreaderBase
 
using NameArray = std::vector< DataObjectIdentifierType >
 
using Pointer = SmartPointer< Self >
 
using Self = ProcessObject
 
using Superclass = Object
 
- Public Types inherited from itk::Object
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = Object
 
using Superclass = LightObject
 
- Public Types inherited from itk::LightObject
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = LightObject
 

Public Member Functions

virtual double GetIntensityDifferenceThreshold () const
 
virtual double GetMaximumUpdateStepLength () const
 
virtual double GetMetric () const
 
const char * GetNameOfClass () const override
 
const double & GetRMSChange () const override
 
virtual GradientType GetUseGradientType () const
 
virtual void SetIntensityDifferenceThreshold (double)
 
virtual void SetMaximumUpdateStepLength (double)
 
virtual void SetUseGradientType (GradientType gtype)
 
virtual void SetUseFirstOrderExp (bool _arg)
 
virtual bool GetUseFirstOrderExp () const
 
virtual void UseFirstOrderExpOn ()
 
- Public Member Functions inherited from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
DisplacementFieldTypeGetDisplacementField ()
 
virtual const FixedImageTypeGetFixedImage () const
 
virtual const DisplacementFieldTypeGetInitialDisplacementField () const
 
virtual const MovingImageTypeGetMovingImage () const
 
const char * GetNameOfClass () const override
 
std::vector< SmartPointer< DataObject > >::size_type GetNumberOfValidRequiredInputs () const override
 
virtual const StandardDeviationsTypeGetStandardDeviations () const
 
virtual const StandardDeviationsTypeGetUpdateFieldStandardDeviations () const
 
virtual void SetFixedImage (const FixedImageType *input)
 
virtual void SetInitialDisplacementField (const DisplacementFieldType *input)
 
virtual void SetMovingImage (const MovingImageType *input)
 
virtual void StopRegistration ()
 
virtual void SetSmoothDisplacementField (bool _arg)
 
virtual bool GetSmoothDisplacementField () const
 
virtual void SmoothDisplacementFieldOn ()
 
virtual void SetStandardDeviations (StandardDeviationsType _arg)
 
virtual void SetStandardDeviations (double value)
 
virtual void SetSmoothUpdateField (bool _arg)
 
virtual bool GetSmoothUpdateField () const
 
virtual void SmoothUpdateFieldOn ()
 
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 >
const char * GetNameOfClass () const override
 
- Public Member Functions inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
virtual const FiniteDifferenceFunctionType ::PointerGetDifferenceFunction () const
 
virtual const IdentifierTypeGetElapsedIterations () const
 
virtual bool GetIsInitialized ()
 
const char * GetNameOfClass () const override
 
virtual void SetDifferenceFunction (FiniteDifferenceFunctionType *_arg)
 
virtual void SetIsInitialized (bool _arg)
 
void SetStateToInitialized ()
 
void SetStateToUninitialized ()
 
virtual void SetNumberOfIterations (IdentifierType _arg)
 
virtual const IdentifierTypeGetNumberOfIterations () const
 
virtual void SetUseImageSpacing (bool _arg)
 
virtual void UseImageSpacingOn ()
 
virtual const bool & GetUseImageSpacing () const
 
virtual void SetMaximumRMSError (double _arg)
 
virtual const double & GetMaximumRMSError () const
 
virtual void SetRMSChange (double _arg)
 
virtual void SetManualReinitialization (bool _arg)
 
virtual const bool & GetManualReinitialization () const
 
virtual void ManualReinitializationOn ()
 
- 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 ()
 
- Public Member Functions inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
const InputImageTypeGetInput () const
 
const InputImageTypeGetInput (unsigned int idx) const
 
void PopBackInput () override
 
void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *input)
 
virtual void PushFrontInput (const InputImageType *input)
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetInput (const InputImageType *input)
 
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)
 
OutputImageTypeGetOutput ()
 
const OutputImageTypeGetOutput () const
 
virtual void GraftOutput (DataObject *graft)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *graft)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *graft)
 
ProcessObject::DataObjectPointer MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
ProcessObject::DataObjectPointer MakeOutput (const ProcessObject::DataObjectIdentifierType &) override
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
MultiThreaderTypeGetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual float GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
void IncrementProgress (float increment)
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
void SetMultiThreader (MultiThreaderType *threader)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
virtual void SetReleaseDataFlag (bool val)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void SetNumberOfWorkUnits (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfWorkUnits () const
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *cmd) const
 
unsigned long AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const
 
LightObject::Pointer CreateAnother () const override
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () 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
 
void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag) const
 
void SetDebug (bool debugFlag) const
 
void SetReferenceCount (int) override
 
void UnRegister () const noexcept override
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
void SetMetaDataDictionary (MetaDataDictionary &&rrhs)
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- Public Member Functions inherited from itk::LightObject
Pointer Clone () const
 
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
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 Member Functions inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
static double GetGlobalDefaultCoordinateTolerance ()
 
static double GetGlobalDefaultDirectionTolerance ()
 
static void SetGlobalDefaultCoordinateTolerance (double)
 
static void SetGlobalDefaultDirectionTolerance (double)
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool val)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 

Static Public Attributes

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

Protected Member Functions

void AllocateUpdateBuffer () override
 
void ApplyUpdate (const TimeStepType &dt) override
 
 DiffeomorphicDemonsRegistrationFilter ()
 
void InitializeIteration () override
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
 ~DiffeomorphicDemonsRegistrationFilter () override=default
 
- Protected Member Functions inherited from itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >
void CopyInputToOutput () override
 
void GenerateInputRequestedRegion () override
 
void GenerateOutputInformation () override
 
bool Halt () override
 
void Initialize () override
 
void InitializeIteration () override
 
 PDEDeformableRegistrationFilter ()
 
void PostProcessOutput () override
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual void SmoothDisplacementField ()
 
virtual void SmoothUpdateField ()
 
 ~PDEDeformableRegistrationFilter () override=default
 
- Protected Member Functions inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
void AllocateUpdateBuffer () override
 
void ApplyUpdate (const TimeStepType &dt) override
 
TimeStepType CalculateChange () override
 
void CopyInputToOutput () override
 
 DenseFiniteDifferenceImageFilter ()
 
virtual UpdateBufferTypeGetUpdateBuffer ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual void ThreadedApplyUpdate (const TimeStepType &dt, const ThreadRegionType &regionToProcess, ThreadIdType threadId)
 
virtual TimeStepType ThreadedCalculateChange (const ThreadRegionType &regionToProcess, ThreadIdType threadId)
 
 ~DenseFiniteDifferenceImageFilter () override=default
 
- Protected Member Functions inherited from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
 FiniteDifferenceImageFilter ()
 
void GenerateData () override
 
void GenerateInputRequestedRegion () override
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual TimeStepType ResolveTimeStep (const std::vector< TimeStepType > &timeStepList, const BooleanStdVectorType &valid) const
 
virtual void SetElapsedIterations (IdentifierType _arg)
 
virtual bool ThreadedHalt (void *)
 
 ~FiniteDifferenceImageFilter () override=default
 
- Protected Member Functions inherited from itk::InPlaceImageFilter< TDisplacementField, TDisplacementField >
virtual bool GetRunningInPlace () const
 
 InPlaceImageFilter ()=default
 
void ReleaseInputs () override
 
 ~InPlaceImageFilter () override=default
 
void AllocateOutputs () override
 
- 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 ()
 
void VerifyInputInformation () const override
 
 ~ImageToImageFilter () override=default
 
virtual void PushBackInput (const DataObject *input)
 
virtual void PushFrontInput (const DataObject *input)
 
- Protected Member Functions inherited from itk::ImageSource< TDisplacementField >
virtual void AfterThreadedGenerateData ()
 
virtual void BeforeThreadedGenerateData ()
 
void ClassicMultiThread (ThreadFunctionType callbackFunction)
 
virtual const ImageRegionSplitterBaseGetImageRegionSplitter () const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
 ~ImageSource () override=default
 
virtual void ThreadedGenerateData (const OutputImageRegionType &region, ThreadIdType threadId)
 
virtual void DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)
 
virtual bool GetDynamicMultiThreading () const
 
virtual void SetDynamicMultiThreading (bool _arg)
 
virtual void DynamicMultiThreadingOn ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
void AddOptionalInputName (const DataObjectIdentifierType &)
 
void AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredInputs () const
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredOutputs () const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
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 PushBackInput (const DataObject *input)
 
virtual void PushFrontInput (const DataObject *input)
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType idx, DataObject *input)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &name, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *object)
 
virtual void SetPrimaryOutput (DataObject *object)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyPreconditions () const
 
 ~ProcessObject () override
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName () const
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName () const
 
DataObjectGetOutput (DataObjectPointerArraySizeType i)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType i) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
virtual bool GetThreaderUpdateProgress () const
 
virtual void ThreaderUpdateProgressOn ()
 
virtual void SetThreaderUpdateProgress (bool arg)
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &timeStamp)
 
 ~Object () override
 
- 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 Types

using AdderPointer = typename AdderType::Pointer
 
using AdderType = AddImageFilter< DisplacementFieldType, DisplacementFieldType, DisplacementFieldType >
 
using FieldExponentiatorPointer = typename FieldExponentiatorType::Pointer
 
using FieldExponentiatorType = ExponentialDisplacementFieldImageFilter< DisplacementFieldType, DisplacementFieldType >
 
using FieldInterpolatorOutputType = typename FieldInterpolatorType::OutputType
 
using FieldInterpolatorPointer = typename FieldInterpolatorType::Pointer
 
using FieldInterpolatorType = VectorLinearInterpolateNearestNeighborExtrapolateImageFunction< DisplacementFieldType, double >
 
using MultiplyByConstantPointer = typename MultiplyByConstantType::Pointer
 
using MultiplyByConstantType = MultiplyImageFilter< DisplacementFieldType, itk::Image< TimeStepType, ImageDimension >, DisplacementFieldType >
 
using VectorWarperPointer = typename VectorWarperType::Pointer
 
using VectorWarperType = WarpVectorImageFilter< DisplacementFieldType, DisplacementFieldType, DisplacementFieldType >
 

Private Member Functions

DemonsRegistrationFunctionTypeDownCastDifferenceFunctionType ()
 
const DemonsRegistrationFunctionTypeDownCastDifferenceFunctionType () const
 

Private Attributes

AdderPointer m_Adder {}
 
FieldExponentiatorPointer m_Exponentiator {}
 
MultiplyByConstantPointer m_Multiplier {}
 
bool m_UseFirstOrderExp { false }
 
VectorWarperPointer m_Warper {}
 

Additional Inherited Members

- Protected Types inherited from itk::DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
using ThreadRegionType = typename UpdateBufferType::RegionType
 
- Protected Types inherited from itk::ImageToImageFilter< TDisplacementField, TDisplacementField >
using InputToOutputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::OutputImageDimension, Self::InputImageDimension >
 
using OutputToInputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::InputImageDimension, Self::OutputImageDimension >
 
- Static Protected Member Functions inherited from itk::ImageSource< TDisplacementField >
static const ImageRegionSplitterBaseGetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION ThreaderCallback (void *arg)
 
- Static Protected Member Functions inherited from itk::ProcessObject
template<typename TSourceObject >
static void MakeRequiredOutputs (TSourceObject &sourceObject, const DataObjectPointerArraySizeType numberOfRequiredOutputs)
 
static constexpr float progressFixedToFloat (uint32_t fixed)
 
static uint32_t progressFloatToFixed (float f)
 
- 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
 
- Protected Attributes inherited from itk::ImageSource< TDisplacementField >
bool m_DynamicMultiThreading
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime {}
 
bool m_Updating {}
 
- Protected Attributes inherited from itk::LightObject
std::atomic< int > m_ReferenceCount {}
 

Member Typedef Documentation

◆ AdderPointer

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::AdderPointer = typename AdderType::Pointer
private

Definition at line 212 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ AdderType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::AdderType = AddImageFilter<DisplacementFieldType, DisplacementFieldType, DisplacementFieldType>
private

Definition at line 205 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ ConstPointer

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::ConstPointer = SmartPointer<const Self>

Definition at line 88 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ DemonsRegistrationFunctionType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::DemonsRegistrationFunctionType = ESMDemonsRegistrationFunction<FixedImageType, MovingImageType, DisplacementFieldType>

DemonsRegistrationFilterFunction type.

Definition at line 116 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ FieldExponentiatorPointer

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::FieldExponentiatorPointer = typename FieldExponentiatorType::Pointer
private

Definition at line 208 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ FieldExponentiatorType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::FieldExponentiatorType = ExponentialDisplacementFieldImageFilter<DisplacementFieldType, DisplacementFieldType>
private

Definition at line 198 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ FieldInterpolatorOutputType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::FieldInterpolatorOutputType = typename FieldInterpolatorType::OutputType
private

Definition at line 211 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ FieldInterpolatorPointer

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::FieldInterpolatorPointer = typename FieldInterpolatorType::Pointer
private

Definition at line 210 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ FieldInterpolatorType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::FieldInterpolatorType = VectorLinearInterpolateNearestNeighborExtrapolateImageFunction<DisplacementFieldType, double>
private

Definition at line 203 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ GradientType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::GradientType = typename DemonsRegistrationFunctionType::GradientEnum

Definition at line 117 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ MultiplyByConstantPointer

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::MultiplyByConstantPointer = typename MultiplyByConstantType::Pointer
private

Definition at line 207 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ MultiplyByConstantType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::MultiplyByConstantType = MultiplyImageFilter<DisplacementFieldType, itk::Image<TimeStepType, ImageDimension>, DisplacementFieldType>
private

Exp and composition type alias

Definition at line 196 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ Pointer

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::Pointer = SmartPointer<Self>

Definition at line 87 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ Self

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::Self = DiffeomorphicDemonsRegistrationFilter

Standard class type aliases.

Definition at line 85 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ Superclass

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::Superclass = PDEDeformableRegistrationFilter<TFixedImage, TMovingImage, TDisplacementField>

Definition at line 86 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ TimeStepType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::TimeStepType = typename FiniteDifferenceFunctionType::TimeStepType

Take timestep type from the FiniteDifferenceFunction.

Definition at line 112 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ VectorWarperPointer

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::VectorWarperPointer = typename VectorWarperType::Pointer
private

Definition at line 209 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ VectorWarperType

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
using itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::VectorWarperType = WarpVectorImageFilter<DisplacementFieldType, DisplacementFieldType, DisplacementFieldType>
private

Definition at line 200 of file itkDiffeomorphicDemonsRegistrationFilter.h.

Constructor & Destructor Documentation

◆ DiffeomorphicDemonsRegistrationFilter()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::DiffeomorphicDemonsRegistrationFilter ( )
protected

◆ ~DiffeomorphicDemonsRegistrationFilter()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::~DiffeomorphicDemonsRegistrationFilter ( )
overrideprotecteddefault

Member Function Documentation

◆ AllocateUpdateBuffer()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::AllocateUpdateBuffer ( )
overrideprotectedvirtual

This method allocates storage in m_UpdateBuffer. It is called from FiniteDifferenceFilter::GenerateData().

Implements itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >.

◆ ApplyUpdate()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::ApplyUpdate ( const TimeStepType dt)
overrideprotectedvirtual

◆ DownCastDifferenceFunctionType() [1/2]

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
DemonsRegistrationFunctionType* itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::DownCastDifferenceFunctionType ( )
private

Downcast the DifferenceFunction using a dynamic_cast to ensure that it is of the correct type (i.e. a DemonsRegistrationFunction).

Throws an exception if the function is not of the expected type.

◆ DownCastDifferenceFunctionType() [2/2]

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
const DemonsRegistrationFunctionType* itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::DownCastDifferenceFunctionType ( ) const
private

◆ GetIntensityDifferenceThreshold()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual double itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::GetIntensityDifferenceThreshold ( ) const
virtual

◆ GetMaximumUpdateStepLength()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual double itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::GetMaximumUpdateStepLength ( ) const
virtual

◆ GetMetric()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual double itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::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 overlapping region between the two images. This value is calculated for the current iteration

◆ GetNameOfClass()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
const char* itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::GetNameOfClass ( ) const
overridevirtual

◆ GetRMSChange()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
const double& itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::GetRMSChange ( ) const
overridevirtual

Set/Get the root mean squared change of the previous iteration. May not be used by all solvers.

Reimplemented from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >.

◆ GetUseFirstOrderExp()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual bool itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::GetUseFirstOrderExp ( ) const
virtual

Use a first-order approximation of the exponential. This amounts to using an update rule of the type s <- s o (Id + u) instead of s <- s o exp(u)

◆ GetUseGradientType()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual GradientType itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::GetUseGradientType ( ) const
virtual

◆ InitializeIteration()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::InitializeIteration ( )
overrideprotectedvirtual

Initialize the state of filter and equation before each iteration.

Reimplemented from itk::FiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >.

◆ New()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
static Pointer itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::New ( )
static

Method for creation through the object factory.

◆ PrintSelf()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
overrideprotectedvirtual

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::ProcessObject.

◆ SetIntensityDifferenceThreshold()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::SetIntensityDifferenceThreshold ( double  )
virtual

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.

◆ SetMaximumUpdateStepLength()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::SetMaximumUpdateStepLength ( double  )
virtual

Set/Get the maximum length in terms of pixels of the vectors in the update buffer.

◆ SetUseFirstOrderExp()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::SetUseFirstOrderExp ( bool  _arg)
virtual

Use a first-order approximation of the exponential. This amounts to using an update rule of the type s <- s o (Id + u) instead of s <- s o exp(u)

◆ SetUseGradientType()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::SetUseGradientType ( GradientType  gtype)
virtual

◆ UseFirstOrderExpOn()

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
virtual void itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::UseFirstOrderExpOn ( )
virtual

Use a first-order approximation of the exponential. This amounts to using an update rule of the type s <- s o (Id + u) instead of s <- s o exp(u)

Member Data Documentation

◆ ImageDimension

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
constexpr unsigned int itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::ImageDimension = FixedImageType::ImageDimension
staticconstexpr

Definition at line 119 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ m_Adder

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
AdderPointer itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::m_Adder {}
private

Definition at line 217 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ m_Exponentiator

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
FieldExponentiatorPointer itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::m_Exponentiator {}
private

Definition at line 215 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ m_Multiplier

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
MultiplyByConstantPointer itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::m_Multiplier {}
private

Definition at line 214 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ m_UseFirstOrderExp

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
bool itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::m_UseFirstOrderExp { false }
private

Definition at line 218 of file itkDiffeomorphicDemonsRegistrationFilter.h.

◆ m_Warper

template<typename TFixedImage , typename TMovingImage , typename TDisplacementField >
VectorWarperPointer itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::m_Warper {}
private

Definition at line 216 of file itkDiffeomorphicDemonsRegistrationFilter.h.


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