itk::BSplineKernelFunction< VSplineOrder, TRealValueType > Class Template Reference

#include <itkBSplineKernelFunction.h>

Inheritance diagram for itk::BSplineKernelFunction< VSplineOrder, TRealValueType >:

Collaboration diagram for itk::BSplineKernelFunction< VSplineOrder, TRealValueType >:

Detailed Description

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>
class itk::BSplineKernelFunction< VSplineOrder, TRealValueType >

BSpline kernel used for density estimation and nonparameteric regression.

This class enscapsulates BSpline kernel for density estimation or nonparameteric regression. See documentation for KernelFunctionBase for more details.

This class is templated over the spline order.

Warning

Evaluate is only implemented for spline order 0 to 3

See Also

KernelFunctionBase

Definition at line 43 of file itkBSplineKernelFunction.h.

Classes
struct	Dispatch
struct	DispatchBase

Public Types
using	Pointer = SmartPointer< Self >
using	RealType = typename Superclass::RealType
using	Self = BSplineKernelFunction
using	Superclass = KernelFunctionBase< TRealValueType >
Public Types inherited from itk::KernelFunctionBase< TRealValueType >
using	ConstPointer = SmartPointer< const Self >
using	Pointer = SmartPointer< Self >
using	RealType = TRealValueType
using	Self = KernelFunctionBase
using	Superclass = FunctionBase< TRealValueType, TRealValueType >
Public Types inherited from itk::FunctionBase< TRealValueType, TRealValueType >
using	ConstPointer = SmartPointer< const Self >
using	InputType = TRealValueType
using	OutputType = TRealValueType
using	Pointer = SmartPointer< Self >
using	Self = FunctionBase
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 ::itk::LightObject::Pointer	CreateAnother () const
TRealValueType	Evaluate (const TRealValueType &u) const override
virtual const char *	GetNameOfClass () const
Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)
unsigned long	AddObserver (const EventObject &event, Command *) const
LightObject::Pointer	CreateAnother () const override
virtual void	DebugOff () const
virtual void	DebugOn () const
Command *	GetCommand (unsigned long tag)
bool	GetDebug () const
MetaDataDictionary &	GetMetaDataDictionary ()
const MetaDataDictionary &	GetMetaDataDictionary () const
virtual ModifiedTimeType	GetMTime () const
virtual const TimeStamp &	GetTimeStamp () 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)
void	SetDebug (bool debugFlag) const
void	SetReferenceCount (int) override
void	UnRegister () const noexceptoverride
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
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::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 constexpr unsigned int	SplineOrder = VSplineOrder

Protected Member Functions
	BSplineKernelFunction ()=default
void	PrintSelf (std::ostream &os, Indent indent) const override
	~BSplineKernelFunction () override=default
Protected Member Functions inherited from itk::KernelFunctionBase< TRealValueType >
	KernelFunctionBase ()=default
void	PrintSelf (std::ostream &os, Indent indent) const override
	~KernelFunctionBase () override=default
Protected Member Functions inherited from itk::FunctionBase< TRealValueType, TRealValueType >
	FunctionBase ()=default
	~FunctionBase () override=default
Protected Member Functions inherited from itk::Object
	Object ()
bool	PrintObservers (std::ostream &os, Indent indent) const
void	PrintSelf (std::ostream &os, Indent indent) const override
virtual void	SetTimeStamp (const TimeStamp &time)
	~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 Member Functions
TRealValueType	Evaluate (const Dispatch< 0 > &, const TRealValueType &u) const
TRealValueType	Evaluate (const Dispatch< 1 > &, const TRealValueType &u) const
TRealValueType	Evaluate (const Dispatch< 2 > &, const TRealValueType &u) const
TRealValueType	Evaluate (const Dispatch< 3 > &, const TRealValueType &u) const
TRealValueType	Evaluate (const DispatchBase &, const TRealValueType &) const

Additional Inherited Members
Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount

Member Typedef Documentation

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

using itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Pointer = SmartPointer< Self >

Definition at line 51 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

using itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::RealType = typename Superclass::RealType

Definition at line 53 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

using itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Self = BSplineKernelFunction

Standard class type aliases.

Definition at line 49 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

using itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Superclass = KernelFunctionBase<TRealValueType>

Definition at line 50 of file itkBSplineKernelFunction.h.

Constructor & Destructor Documentation

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::BSplineKernelFunction ( )

protecteddefault

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::~BSplineKernelFunction ( )

overrideprotecteddefault

Member Function Documentation

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

virtual::itk::LightObject::Pointer itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::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::LightObject.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

TRealValueType itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Evaluate ( const TRealValueType &  u ) const

inlineoverridevirtual

Evaluate the function.

Implements itk::KernelFunctionBase< TRealValueType >.

Definition at line 64 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

TRealValueType itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Evaluate ( const Dispatch< 0 > &  , const TRealValueType &  u  ) const

inlineprivate

Zeroth order spline.

Definition at line 85 of file itkBSplineKernelFunction.h.

References itk::Math::ExactlyEquals().

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

TRealValueType itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Evaluate ( const Dispatch< 1 > &  , const TRealValueType &  u  ) const

inlineprivate

First order spline

Definition at line 104 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

TRealValueType itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Evaluate ( const Dispatch< 2 > &  , const TRealValueType &  u  ) const

inlineprivate

Second order spline.

Definition at line 119 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

TRealValueType itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Evaluate ( const Dispatch< 3 > &  , const TRealValueType &  u  ) const

inlineprivate

Third order spline.

Definition at line 142 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

TRealValueType itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::Evaluate ( const DispatchBase &  , const TRealValueType &    ) const

inlineprivate

Unimplemented spline order

Definition at line 165 of file itkBSplineKernelFunction.h.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

virtual const char* itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::KernelFunctionBase< TRealValueType >.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

static Pointer itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::New ( )

static

Method for creation through the object factory.

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

void itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::PrintSelf ( std::ostream &  os, Indent  indent  ) const

inlineoverrideprotectedvirtual

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::LightObject.

Definition at line 72 of file itkBSplineKernelFunction.h.

Member Data Documentation

template<unsigned int VSplineOrder = 3, typename TRealValueType = double>

constexpr unsigned int itk::BSplineKernelFunction< VSplineOrder, TRealValueType >::SplineOrder = VSplineOrder

static

Enum of for spline order.

Definition at line 61 of file itkBSplineKernelFunction.h.

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

• itkBSplineKernelFunction.h