ITK  4.13.0
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::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage > Class Template Reference

#include <itkBSplineScatteredDataPointSetToImageFilter.h>

+ Inheritance diagram for itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >:
+ Collaboration diagram for itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >:

Detailed Description

template<typename TInputPointSet, typename TOutputImage>
class itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >

Image filter which provides a B-spline output approximation.

Given an n-D image with scattered data, this filter finds a fast approximation to that irregularly spaced data using uniform B-splines. The traditional method of inverting the observation matrix to find a least-squares fit is made obsolete. Therefore, memory issues are not a concern and inverting large matrices is not applicable. In addition, this allows fitting to be multi-threaded. This class generalizes from Lee's original paper to encompass n-D data in m-D parametric space and any feasible B-spline order as well as the option of specifying a confidence value for each point.

In addition to specifying the input point set, one must specify the number of control points. The specified number of control points must be greater than m_SplineOrder. If one wishes to use the multilevel component of this algorithm, one must also specify the number of levels in the hierarchy. If this is desired, the number of control points becomes the number of control points for the coarsest level. The algorithm then increases the number of control points at each level so that the B-spline n-D grid is refined to twice the previous level.

There are two parts to fitting scattered data: the parameterization assignment problem and the fitting problem given a parameterization. This filter only addresses the second problem in that the user must provide a parametric value for each scattered datum. Different parametric assignment schemes result in different B-spline object outputs.

This filter is general in that it accepts n-D scattered data in m-D parametric dimensions. Input to this filter is an m-D point set with a Vector data type of n dimensions. This means that the parametric values are stored in the points container of the point set whereas the scattered data are stored in the points data container of the point set.

Typical B-spline objects include curves, which have a parametric dimension of 1 and a data dimension of 2 or 3 (depending on the space in which the curve resides) and deformation fields which commonly have parametric and data dimensions of 2 or 3 (again depending on the space of the field). As an example, a curve through a set of 2D points has data dimension 2 and parametric dimension 1. The univariate curve could be represented as: <x(u),y(u)> Another example is a 3D deformation of 3D points, which has parametric dimension 3 and data dimension 3 and can be represented as: <dx(u,v,w), dy(u,v,w), dz(u,v,w)>. However, as mentioned before, the code is general such that, if the user wanted, she could model a time varying 3-D displacement field which resides in 4-D space as <dx(u, v, w, t), dy(u, v, w, t), dz(u, v, w, t)>.

The output is an image defining the sampled B-spline parametric domain where each pixel houses the sampled B-spline object value. For a curve fit to 3-D points, the output is a 1-D image where each voxel contains a vector with the approximated (x,y,z) location. The continuous, finite, rectilinear domain (as well as the sampling rate) is specified via the combination of the SetSpacing() and SetSize() functions. For a 2-D deformation on 2-D points, the output is a 2-D image where each voxel contains the approximated (dx, dy) vector.

The parameterization must be specified using SetPoint, where the actual coordinates of the point are set via SetPointData. For example, to compute a spline through the (ordered) 2D points (5,6) and (7,8), you should use:

* typedef itk::Vector< float, 2 > DataType;
* param0[0] = 0.0;
* DataType p0;
* p0[0] = 10.0; p0[1]= 10.0;
* pointSet->SetPoint(0, param0);
* pointSet->SetPointData( 0, p0 );
*
* param1[0] = 1.0;
* DataType p1;
* p1[0] = 80.0; p1[1]= 50.0;
* pointSet->SetPoint(1, param1);
* pointSet->SetPointData( 1, p1 );
*
Author
Nicholas J. Tustison

This code was contributed in the Insight Journal paper: "N-D C^k B-Spline Scattered Data Approximation" by Nicholas J. Tustison, James C. Gee https://hdl.handle.net/1926/140 http://www.insight-journal.org/browse/publication/57

REFERENCE
S. Lee, G. Wolberg, and S. Y. Shin, "Scattered Data Interpolation with Multilevel B-Splines", IEEE Transactions on Visualization and Computer Graphics, 3(3):228-244, 1997.
REFERENCE
N.J. Tustison and J.C. Gee, "Generalized n-D C^k Scattered Data Approximation with Confidence Values", Proceedings of the MIAR conference, August 2006.

Definition at line 129 of file itkBSplineScatteredDataPointSetToImageFilter.h.

Public Types

typedef SmartPointer< const SelfConstPointer
 
typedef TOutputImage ImageType
 
typedef ImageType::IndexType IndexType
 
typedef BSplineKernelFunction< 0 > KernelOrder0Type
 
typedef BSplineKernelFunction< 1 > KernelOrder1Type
 
typedef BSplineKernelFunction< 2 > KernelOrder2Type
 
typedef BSplineKernelFunction< 3 > KernelOrder3Type
 
typedef
CoxDeBoorBSplineKernelFunction< 3 > 
KernelType
 
typedef ImageType::PixelType PixelType
 
typedef
PointSetType::PointDataContainer 
PointDataContainerType
 
typedef PointSetType::PixelType PointDataType
 
typedef SmartPointer< SelfPointer
 
typedef PointSetType::Pointer PointSetPointer
 
typedef TInputPointSet PointSetType
 
typedef PointSetType::PointType PointType
 
typedef float RealType
 
typedef ImageType::RegionType RegionType
 
typedef
BSplineScatteredDataPointSetToImageFilter 
Self
 
typedef ImageType::SizeType SizeType
 
typedef PointSetToImageFilter
< TInputPointSet, TOutputImage > 
Superclass
 
typedef VectorContainer
< unsigned, RealType
WeightsContainerType
 
typedef Image< PointDataType,
itkGetStaticConstMacro(ImageDimension)> 
PointDataImageType
 
typedef Image< RealType,
itkGetStaticConstMacro(ImageDimension)> 
RealImageType
 
typedef RealImageType::Pointer RealImagePointer
 
typedef PointDataImageType::Pointer PointDataImagePointer
 
typedef FixedArray< unsigned,
itkGetStaticConstMacro(ImageDimension)> 
ArrayType
 
typedef FixedArray< RealType,
itkGetStaticConstMacro(ImageDimension)> 
RealArrayType
 
- Public Types inherited from itk::PointSetToImageFilter< TInputPointSet, TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef TOutputImage::DirectionType DirectionType
 
typedef
InputPointSetType::ConstPointer 
InputPointSetConstPointer
 
typedef InputPointSetType::Pointer InputPointSetPointer
 
typedef TInputPointSet InputPointSetType
 
typedef OutputImageType::Pointer OutputImagePointer
 
typedef
Superclass::OutputImageRegionType 
OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef SmartPointer< SelfPointer
 
typedef TOutputImage::PointType PointType
 
typedef PointSetToImageFilter Self
 
typedef TOutputImage::SizeType SizeType
 
typedef TOutputImage::SpacingType SpacingType
 
typedef ImageSource< TOutputImage > Superclass
 
typedef OutputImageType::ValueType ValueType
 
- Public Types inherited from itk::ImageSource< TOutputImage >
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 TOutputImage 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 () const
 
virtual const ArrayTypeGetCurrentNumberOfControlPoints () const
 
virtual const char * GetNameOfClass () const
 
virtual const ArrayTypeGetNumberOfLevels () const
 
PointDataImagePointer GetPhiLattice ()
 
virtual const ArrayTypeGetSplineOrder () const
 
void SetNumberOfLevels (unsigned int)
 
void SetNumberOfLevels (const ArrayType &)
 
void SetPointWeights (WeightsContainerType *weights)
 
void SetSplineOrder (unsigned int)
 
void SetSplineOrder (const ArrayType &)
 
virtual void SetNumberOfControlPoints (ArrayType _arg)
 
virtual const ArrayTypeGetNumberOfControlPoints () const
 
virtual void SetBSplineEpsilon (RealType _arg)
 
virtual RealType GetBSplineEpsilon () const
 
virtual void SetCloseDimension (ArrayType _arg)
 
virtual const ArrayTypeGetCloseDimension () const
 
virtual void SetGenerateOutputImage (bool _arg)
 
virtual const bool & GetGenerateOutputImage () const
 
virtual void GenerateOutputImageOn ()
 
virtual void GenerateOutputImageOff ()
 
- Public Member Functions inherited from itk::PointSetToImageFilter< TInputPointSet, TOutputImage >
const InputPointSetTypeGetInput ()
 
const InputPointSetTypeGetInput (unsigned int idx)
 
virtual const PointTypeGetOrigin () const
 
virtual const SpacingTypeGetSpacing () const
 
virtual void SetInput (const InputPointSetType *pointset)
 
virtual void SetInput (unsigned int, const InputPointSetType *pointset)
 
virtual void SetOrigin (const float *origin)
 
virtual void SetSpacing (const float *spacing)
 
virtual void SetSpacing (SpacingType _arg)
 
virtual void SetSpacing (const double *spacing)
 
virtual void SetDirection (DirectionType _arg)
 
virtual const DirectionTypeGetDirection () const
 
virtual void SetOrigin (PointType _arg)
 
virtual void SetOrigin (const double *origin)
 
virtual void SetInsideValue (ValueType _arg)
 
virtual ValueType GetInsideValue () const
 
virtual void SetOutsideValue (ValueType _arg)
 
virtual ValueType GetOutsideValue () const
 
virtual void SetSize (SizeType _arg)
 
virtual SizeType GetSize () const
 
- Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageTypeGetOutput (unsigned int idx)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
OutputImageTypeGetOutput ()
 
const OutputImageTypeGetOutput () const
 
virtual void GraftOutput (DataObject *output)
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (const ProcessObject::DataObjectIdentifierType &) override
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
MultiThreader * GetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual
DataObjectPointerArraySizeType 
GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual const float & GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
void SetProgress (float progress)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfThreads () const
 
- 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 ()
 
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
 
virtual void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () 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::PointSetToImageFilter< TInputPointSet, TOutputImage >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 

Static Public Attributes

static const unsigned int ImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::PointSetToImageFilter< TInputPointSet, TOutputImage >
static const unsigned int InputPointSetDimension = InputPointSetType::PointDimension
 
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 

Protected Member Functions

void AfterThreadedGenerateData () override
 
void BeforeThreadedGenerateData () override
 
 BSplineScatteredDataPointSetToImageFilter ()
 
void GenerateData () override
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
unsigned int SplitRequestedRegion (unsigned int, unsigned int, RegionType &) override
 
void ThreadedGenerateData (const RegionType &, ThreadIdType) override
 
virtual ~BSplineScatteredDataPointSetToImageFilter ()
 
- Protected Member Functions inherited from itk::PointSetToImageFilter< TInputPointSet, TOutputImage >
virtual void GenerateOutputInformation () override
 
 PointSetToImageFilter ()
 
 ~PointSetToImageFilter ()
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void AllocateOutputs ()
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter () const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, 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)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateInputRequestedRegion ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredInputs () const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredOutputs () const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
bool IsRequiredInputName (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
 
virtual void PopBackInput ()
 
virtual void PopFrontInput ()
 
 ProcessObject ()
 
virtual void PropagateResetPipeline ()
 
virtual void PushBackInput (const DataObject *input)
 
virtual void PushFrontInput (const DataObject *input)
 
virtual void ReleaseInputs ()
 
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 num, DataObject *input)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *input)
 
virtual void SetPrimaryOutput (DataObject *output)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyInputInformation ()
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject ()
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName (void) const
 
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

void CollapsePhiLattice (PointDataImageType *, PointDataImageType *, const RealType, const unsigned int)
 
void GenerateOutputImage ()
 
IndexType NumberToIndex (const unsigned int, const SizeType)
 
void RefineControlPointLattice ()
 
void SetPhiLatticeParametricDomainParameters ()
 
void ThreadedGenerateDataForFitting (const RegionType &, ThreadIdType)
 
void ThreadedGenerateDataForReconstruction (const RegionType &, ThreadIdType)
 
void UpdatePointSet ()
 

Private Attributes

RealType m_BSplineEpsilon
 
ArrayType m_CloseDimension
 
unsigned int m_CurrentLevel
 
ArrayType m_CurrentNumberOfControlPoints
 
std::vector
< PointDataImagePointer
m_DeltaLatticePerThread
 
bool m_DoMultilevel
 
bool m_GenerateOutputImage
 
PointDataContainerType::Pointer m_InputPointData
 
bool m_IsFittingComplete
 
KernelType::Pointer m_Kernel [ImageDimension]
 
KernelOrder0Type::Pointer m_KernelOrder0
 
KernelOrder1Type::Pointer m_KernelOrder1
 
KernelOrder2Type::Pointer m_KernelOrder2
 
KernelOrder3Type::Pointer m_KernelOrder3
 
unsigned int m_MaximumNumberOfLevels
 
ArrayType m_NumberOfControlPoints
 
ArrayType m_NumberOfLevels
 
std::vector< RealImagePointerm_OmegaLatticePerThread
 
PointDataContainerType::Pointer m_OutputPointData
 
PointDataImageType::Pointer m_PhiLattice
 
WeightsContainerType::Pointer m_PointWeights
 
PointDataImageType::Pointer m_PsiLattice
 
vnl_matrix< RealTypem_RefinedLatticeCoefficients [ImageDimension]
 
ArrayType m_SplineOrder
 
bool m_UsePointWeights
 

Additional Inherited Members

- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_TYPE ThreaderCallback (void *arg)
 
- Protected Attributes inherited from itk::PointSetToImageFilter< TInputPointSet, TOutputImage >
DirectionType m_Direction
 
ValueType m_InsideValue
 
PointType m_Origin
 
ValueType m_OutsideValue
 
SizeType m_Size
 
SpacingType m_Spacing
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime
 
bool m_Updating
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Member Typedef Documentation

template<typename TInputPointSet , typename TOutputImage >
typedef FixedArray<unsigned, itkGetStaticConstMacro( ImageDimension )> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::ArrayType

Image types.

Definition at line 177 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef SmartPointer<const Self> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::ConstPointer
template<typename TInputPointSet , typename TOutputImage >
typedef TOutputImage itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::ImageType
template<typename TInputPointSet , typename TOutputImage >
typedef ImageType::IndexType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::IndexType
template<typename TInputPointSet , typename TOutputImage >
typedef BSplineKernelFunction<0> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::KernelOrder0Type
template<typename TInputPointSet , typename TOutputImage >
typedef BSplineKernelFunction<1> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::KernelOrder1Type
template<typename TInputPointSet , typename TOutputImage >
typedef BSplineKernelFunction<2> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::KernelOrder2Type
template<typename TInputPointSet , typename TOutputImage >
typedef BSplineKernelFunction<3> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::KernelOrder3Type
template<typename TInputPointSet , typename TOutputImage >
typedef CoxDeBoorBSplineKernelFunction<3> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::KernelType

Interpolation kernel type (default spline order = 3).

Definition at line 183 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef ImageType::PixelType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PixelType

Image typedef support.

Definition at line 154 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef PointSetType::PointDataContainer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PointDataContainerType
template<typename TInputPointSet , typename TOutputImage >
typedef PointDataImageType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PointDataImagePointer

Image types.

Definition at line 175 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef Image<PointDataType, itkGetStaticConstMacro( ImageDimension )> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PointDataImageType

Image types.

Definition at line 171 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef PointSetType::PixelType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PointDataType
template<typename TInputPointSet , typename TOutputImage >
typedef SmartPointer<Self> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::Pointer
template<typename TInputPointSet , typename TOutputImage >
typedef PointSetType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PointSetPointer
template<typename TInputPointSet , typename TOutputImage >
typedef TInputPointSet itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PointSetType
template<typename TInputPointSet , typename TOutputImage >
typedef PointSetType::PointType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::PointType

PointSet typedef support.

Definition at line 160 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef FixedArray<RealType, itkGetStaticConstMacro( ImageDimension )> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::RealArrayType

Image types.

Definition at line 179 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef RealImageType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::RealImagePointer

Image types.

Definition at line 174 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef Image<RealType, itkGetStaticConstMacro( ImageDimension )> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::RealImageType

Image types.

Definition at line 173 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef float itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::RealType

Other typedefs.

Definition at line 166 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef ImageType::RegionType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::RegionType
template<typename TInputPointSet , typename TOutputImage >
typedef BSplineScatteredDataPointSetToImageFilter itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::Self

Standard class typedefs.

Definition at line 134 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
typedef ImageType::SizeType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SizeType
template<typename TInputPointSet , typename TOutputImage >
typedef PointSetToImageFilter<TInputPointSet, TOutputImage> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::Superclass
template<typename TInputPointSet , typename TOutputImage >
typedef VectorContainer<unsigned, RealType> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::WeightsContainerType

Constructor & Destructor Documentation

template<typename TInputPointSet , typename TOutputImage >
itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::BSplineScatteredDataPointSetToImageFilter ( )
protected
template<typename TInputPointSet , typename TOutputImage >
virtual itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::~BSplineScatteredDataPointSetToImageFilter ( )
protectedvirtual

Member Function Documentation

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::AfterThreadedGenerateData ( void  )
overrideprotectedvirtual

If an imaging filter needs to perform processing after all processing threads have completed, the filter can can provide an implementation for AfterThreadedGenerateData(). The execution flow in the default GenerateData() method will be: 1) Allocate the output buffer 2) Call BeforeThreadedGenerateData() 3) Spawn threads, calling ThreadedGenerateData() in each thread. 4) Call AfterThreadedGenerateData() Note that this flow of control is only available if a filter provides a ThreadedGenerateData() method and NOT a GenerateData() method.

Reimplemented from itk::ImageSource< TOutputImage >.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::BeforeThreadedGenerateData ( void  )
overrideprotectedvirtual

If an imaging filter needs to perform processing after the buffer has been allocated but before threads are spawned, the filter can can provide an implementation for BeforeThreadedGenerateData(). The execution flow in the default GenerateData() method will be: 1) Allocate the output buffer 2) Call BeforeThreadedGenerateData() 3) Spawn threads, calling ThreadedGenerateData() in each thread. 4) Call AfterThreadedGenerateData() Note that this flow of control is only available if a filter provides a ThreadedGenerateData() method and NOT a GenerateData() method.

Reimplemented from itk::ImageSource< TOutputImage >.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::CollapsePhiLattice ( PointDataImageType ,
PointDataImageType ,
const RealType  ,
const unsigned  int 
)
private

Sub-function used by GenerateOutputImageFast() to generate the sampled B-spline object quickly.

template<typename TInputPointSet , typename TOutputImage >
virtual::itk::LightObject::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::CreateAnother ( ) 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::PointSetToImageFilter< TInputPointSet, TOutputImage >.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GenerateData ( )
overrideprotectedvirtual

A version of GenerateData() specific for image processing filters. This implementation will split the processing across multiple threads. The buffer is allocated by this method. Then the BeforeThreadedGenerateData() method is called (if provided). Then, a series of threads are spawned each calling ThreadedGenerateData(). After all the threads have completed processing, the AfterThreadedGenerateData() method is called (if provided). If an image processing filter cannot be threaded, the filter should provide an implementation of GenerateData(). That implementation is responsible for allocating the output buffer. If a filter an be threaded, it should NOT provide a GenerateData() method but should provide a ThreadedGenerateData() instead.

See Also
ThreadedGenerateData()

Reimplemented from itk::PointSetToImageFilter< TInputPointSet, TOutputImage >.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GenerateOutputImage ( )
private

This function is not used as it requires an evaluation of all (SplineOrder+1)^ImageDimensions B-spline weights for each evaluation.

template<typename TInputPointSet , typename TOutputImage >
virtual void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GenerateOutputImageOff ( )
virtual

Set/Get whether or not the sampled output B-spline object is constructed. The result of the fitting process is an n-D grid of control points which describe the continuous B-spline object.

template<typename TInputPointSet , typename TOutputImage >
virtual void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GenerateOutputImageOn ( )
virtual

Set/Get whether or not the sampled output B-spline object is constructed. The result of the fitting process is an n-D grid of control points which describe the continuous B-spline object.

template<typename TInputPointSet , typename TOutputImage >
virtual RealType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetBSplineEpsilon ( ) const
virtual

Set/Get the epsilon used for B-splines. The B-spline parametric domain in 1-D is defined on the half-closed interval [a,b). Extension to n-D is defined similarly. This presents some difficulty for defining the the image domain to be co-extensive with the parametric domain. We use the B-spline epsilon to push the edge of the image boundary inside the B-spline parametric domain.

template<typename TInputPointSet , typename TOutputImage >
virtual const ArrayType& itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetCloseDimension ( ) const
virtual

Set/Get the array to define the periodicity of the dimensions in the parametric space is to be. This array of 0/1 values defines whether a particular dimension of the parametric space is to be considered periodic or not. For example, if you are using interpolating along a 1D closed curve, the array type will have size 1, and you should set the first element of this array to the value "1". In the case that you were interpolating in a planar surface with cylindrical topology, the array type will have two components, and you should set to "1" the component that goes around the cylinder, and set to "0" the component that goes from the top of the cylinder to the bottom. This will indicate the periodity of that parameter to the filter. Internally, in order to make periodic the domain of the parameter, the filter will reuse some of the points at the beginning of the domain as if they were also located at the end of the domain. The number of points to be reused will depend on the spline order. As a user, you don't need to replicate the points, the filter will do this for you.

template<typename TInputPointSet , typename TOutputImage >
virtual const ArrayType& itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetCurrentNumberOfControlPoints ( ) const
virtual

Get the number of current control points for each parametric dimension at the current fitting level. The B-spline mesh size is equal to the number of control points minus the spline order. Default = 4 in each dimension.

template<typename TInputPointSet , typename TOutputImage >
virtual const bool& itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetGenerateOutputImage ( ) const
virtual

Set/Get whether or not the sampled output B-spline object is constructed. The result of the fitting process is an n-D grid of control points which describe the continuous B-spline object.

template<typename TInputPointSet , typename TOutputImage >
virtual const char* itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetNameOfClass ( ) const
virtual

Run-time type information (and related methods).

Reimplemented from itk::PointSetToImageFilter< TInputPointSet, TOutputImage >.

template<typename TInputPointSet , typename TOutputImage >
virtual const ArrayType& itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetNumberOfControlPoints ( ) const
virtual

Set/Get the number of control points for each parametric dimension at the initial fitting level. The B-spline mesh size is equal to the number of control points minus the spline order. Default = 4 in each dimension.

template<typename TInputPointSet , typename TOutputImage >
virtual const ArrayType& itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetNumberOfLevels ( ) const
virtual

Get the number of fitting levels for all parametric dimensions. Starting with the mesh size implied by setting the number of control points, the mesh size is doubled at each fitting level. Default = 1 in all parametric dimensions.

template<typename TInputPointSet , typename TOutputImage >
PointDataImagePointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetPhiLattice ( )
inline

Get the control point lattice produced by the fitting process.

Definition at line 281 of file itkBSplineScatteredDataPointSetToImageFilter.h.

References itk::ProcessObject::GetOutput().

template<typename TInputPointSet , typename TOutputImage >
virtual const ArrayType& itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::GetSplineOrder ( ) const
virtual

Get the spline order for all parametric dimensions. The spline order determines the continuity between B-spline elements and the degree of polynomial used to construct the B-spline elements. Default = 3.

template<typename TInputPointSet , typename TOutputImage >
static Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::New ( )
static

Method for creation through the object factory.

template<typename TInputPointSet , typename TOutputImage >
IndexType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::NumberToIndex ( const unsigned  int,
const SizeType   
)
private

Convert number to index given a size of image. Used to index the local control point neighborhoods.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::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::PointSetToImageFilter< TInputPointSet, TOutputImage >.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::RefineControlPointLattice ( )
private

Function used to propagate the fitting solution at one fitting level to the next level with the mesh resolution doubled.

template<typename TInputPointSet , typename TOutputImage >
virtual void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetBSplineEpsilon ( RealType  _arg)
virtual

Set/Get the epsilon used for B-splines. The B-spline parametric domain in 1-D is defined on the half-closed interval [a,b). Extension to n-D is defined similarly. This presents some difficulty for defining the the image domain to be co-extensive with the parametric domain. We use the B-spline epsilon to push the edge of the image boundary inside the B-spline parametric domain.

template<typename TInputPointSet , typename TOutputImage >
virtual void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetCloseDimension ( ArrayType  _arg)
virtual

Set/Get the array to define the periodicity of the dimensions in the parametric space is to be. This array of 0/1 values defines whether a particular dimension of the parametric space is to be considered periodic or not. For example, if you are using interpolating along a 1D closed curve, the array type will have size 1, and you should set the first element of this array to the value "1". In the case that you were interpolating in a planar surface with cylindrical topology, the array type will have two components, and you should set to "1" the component that goes around the cylinder, and set to "0" the component that goes from the top of the cylinder to the bottom. This will indicate the periodity of that parameter to the filter. Internally, in order to make periodic the domain of the parameter, the filter will reuse some of the points at the beginning of the domain as if they were also located at the end of the domain. The number of points to be reused will depend on the spline order. As a user, you don't need to replicate the points, the filter will do this for you.

template<typename TInputPointSet , typename TOutputImage >
virtual void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetGenerateOutputImage ( bool  _arg)
virtual

Set/Get whether or not the sampled output B-spline object is constructed. The result of the fitting process is an n-D grid of control points which describe the continuous B-spline object.

template<typename TInputPointSet , typename TOutputImage >
virtual void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetNumberOfControlPoints ( ArrayType  _arg)
virtual

Set/Get the number of control points for each parametric dimension at the initial fitting level. The B-spline mesh size is equal to the number of control points minus the spline order. Default = 4 in each dimension.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetNumberOfLevels ( unsigned  int)

Set the number of fitting levels assuming the number of fitting levels is the same for each parametric dimension. Starting with the mesh size implied by setting the number of control points, the mesh size is doubled at each fitting level. Default = 1 in all parametric dimensions.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetNumberOfLevels ( const ArrayType )

Set the number of fitting levels in each parametric dimension separately. Starting with the mesh size implied by setting the number of control points, the mesh size is doubled at each fitting level. Default = 1 in all parametric dimensions.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetPhiLatticeParametricDomainParameters ( )
private

Set the grid parametric domain parameters such as the origin, size, spacing, and direction.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetPointWeights ( WeightsContainerType weights)

A weighted fitting is possible where each input point is assigned a relative weighting.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetSplineOrder ( unsigned  int)

Set the spline order assuming it is the same in all parametric dimensions. The spline order determines the continuity between B-spline elements and the degree of polynomial used to construct the B-spline elements. Default = 3.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SetSplineOrder ( const ArrayType )

Set the spline order for each parametric dimension separately. The spline order determines the continuity between B-spline elements and the degree of polynomial used to construct the B-spline elements. Default = 3.

template<typename TInputPointSet , typename TOutputImage >
unsigned int itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::SplitRequestedRegion ( unsigned  int,
unsigned  int,
RegionType  
)
overrideprotected
template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::ThreadedGenerateData ( const RegionType ,
ThreadIdType   
)
overrideprotected
template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::ThreadedGenerateDataForFitting ( const RegionType ,
ThreadIdType   
)
private

Function used to generate the sampled B-spline object quickly.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::ThreadedGenerateDataForReconstruction ( const RegionType ,
ThreadIdType   
)
private

Function used to generate the sampled B-spline object quickly.

template<typename TInputPointSet , typename TOutputImage >
void itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::UpdatePointSet ( )
private

Determine the residuals after fitting to one level.

Member Data Documentation

template<typename TInputPointSet , typename TOutputImage >
const unsigned int itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::ImageDimension = TOutputImage::ImageDimension
static

Extract dimension from the output image.

Definition at line 148 of file itkBSplineScatteredDataPointSetToImageFilter.h.

template<typename TInputPointSet , typename TOutputImage >
RealType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_BSplineEpsilon
private
template<typename TInputPointSet , typename TOutputImage >
ArrayType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_CloseDimension
private
template<typename TInputPointSet , typename TOutputImage >
unsigned int itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_CurrentLevel
private
template<typename TInputPointSet , typename TOutputImage >
ArrayType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_CurrentNumberOfControlPoints
private
template<typename TInputPointSet , typename TOutputImage >
std::vector<PointDataImagePointer> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_DeltaLatticePerThread
private
template<typename TInputPointSet , typename TOutputImage >
bool itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_DoMultilevel
private
template<typename TInputPointSet , typename TOutputImage >
bool itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_GenerateOutputImage
private
template<typename TInputPointSet , typename TOutputImage >
PointDataContainerType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_InputPointData
private
template<typename TInputPointSet , typename TOutputImage >
bool itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_IsFittingComplete
private
template<typename TInputPointSet , typename TOutputImage >
KernelType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_Kernel[ImageDimension]
private
template<typename TInputPointSet , typename TOutputImage >
KernelOrder0Type::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_KernelOrder0
private
template<typename TInputPointSet , typename TOutputImage >
KernelOrder1Type::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_KernelOrder1
private
template<typename TInputPointSet , typename TOutputImage >
KernelOrder2Type::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_KernelOrder2
private
template<typename TInputPointSet , typename TOutputImage >
KernelOrder3Type::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_KernelOrder3
private
template<typename TInputPointSet , typename TOutputImage >
unsigned int itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_MaximumNumberOfLevels
private
template<typename TInputPointSet , typename TOutputImage >
ArrayType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_NumberOfControlPoints
private
template<typename TInputPointSet , typename TOutputImage >
ArrayType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_NumberOfLevels
private
template<typename TInputPointSet , typename TOutputImage >
std::vector<RealImagePointer> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_OmegaLatticePerThread
private
template<typename TInputPointSet , typename TOutputImage >
PointDataContainerType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_OutputPointData
private
template<typename TInputPointSet , typename TOutputImage >
PointDataImageType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_PhiLattice
private
template<typename TInputPointSet , typename TOutputImage >
WeightsContainerType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_PointWeights
private
template<typename TInputPointSet , typename TOutputImage >
PointDataImageType::Pointer itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_PsiLattice
private
template<typename TInputPointSet , typename TOutputImage >
vnl_matrix<RealType> itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_RefinedLatticeCoefficients[ImageDimension]
private
template<typename TInputPointSet , typename TOutputImage >
ArrayType itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_SplineOrder
private
template<typename TInputPointSet , typename TOutputImage >
bool itk::BSplineScatteredDataPointSetToImageFilter< TInputPointSet, TOutputImage >::m_UsePointWeights
private

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