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itk::simple::SmoothingRecursiveGaussianImageFilter Class Reference

Computes the smoothing of an image by convolution with the Gaussian kernels implemented as IIR filters. More...

#include <sitkSmoothingRecursiveGaussianImageFilter.h>

+ Inheritance diagram for itk::simple::SmoothingRecursiveGaussianImageFilter:
+ Collaboration diagram for itk::simple::SmoothingRecursiveGaussianImageFilter:

Detailed Description

Computes the smoothing of an image by convolution with the Gaussian kernels implemented as IIR filters.

This filter is implemented using the recursive gaussian filters. For multi-component images, the filter works on each component independently.

For this filter to be able to run in-place the input and output image types need to be the same and/or the same type as the RealImageType.

See also
itk::simple::SmoothingRecursiveGaussian for the procedural interface
itk::SmoothingRecursiveGaussianImageFilter for the Doxygen on the original ITK class.
Examples
CppInPlace/CppInPlace.cxx, and SimpleGaussian/SimpleGaussian.cxx.

Definition at line 43 of file sitkSmoothingRecursiveGaussianImageFilter.h.

Public Types

using PixelIDTypeList = typelist2::append< BasicPixelIDTypeList, VectorPixelIDTypeList >::type
 
using Self = SmoothingRecursiveGaussianImageFilter
 
- Public Types inherited from itk::simple::ImageFilter
using Self = ImageFilter
 
- Public Types inherited from itk::simple::ProcessObject
using Self = ProcessObject
 

Public Member Functions

Image Execute (const Image &image1)
 
Image Execute (Image &&image1)
 
std::string GetName () const
 
bool GetNormalizeAcrossScale () const
 
std::vector< double > GetSigma () const
 
SelfNormalizeAcrossScaleOff ()
 
SelfNormalizeAcrossScaleOn ()
 
SelfSetNormalizeAcrossScale (bool NormalizeAcrossScale)
 
SelfSetSigma (double value)
 
SelfSetSigma (std::vector< double > Sigma)
 
 SmoothingRecursiveGaussianImageFilter ()
 
std::string ToString () const
 
virtual ~SmoothingRecursiveGaussianImageFilter ()
 
- Public Member Functions inherited from itk::simple::ImageFilter
 ImageFilter ()
 
virtual ~ImageFilter ()=0
 
- Public Member Functions inherited from itk::simple::ProcessObject
virtual void Abort ()
 
virtual int AddCommand (itk::simple::EventEnum event, const std::function< void()> &func)
 Directly add a callback to observe an event. More...
 
virtual int AddCommand (itk::simple::EventEnum event, itk::simple::Command &cmd)
 Add a Command Object to observer the event. More...
 
virtual float GetProgress () const
 An Active Measurement of the progress of execution. More...
 
virtual bool HasCommand (itk::simple::EventEnum event) const
 Query of this object has any registered commands for event. More...
 
 ProcessObject ()
 
virtual void RemoveAllCommands ()
 Remove all registered commands. More...
 
virtual ~ProcessObject ()
 
virtual void DebugOn ()
 
virtual void DebugOff ()
 
virtual bool GetDebug () const
 
virtual void SetDebug (bool debugFlag)
 
virtual void SetNumberOfThreads (unsigned int n)
 
virtual unsigned int GetNumberOfThreads () const
 
virtual void SetNumberOfWorkUnits (unsigned int n)
 
virtual unsigned int GetNumberOfWorkUnits () const
 

Private Types

using MemberFunctionType = Image(Self::*)(const Image &image1)
 

Private Member Functions

template<class TImageType >
Image ExecuteInternal (const Image &image1)
 

Private Attributes

bool m_InPlace {false}
 
std::unique_ptr< detail::MemberFunctionFactory< MemberFunctionType > > m_MemberFactory
 
bool m_NormalizeAcrossScale {false}
 
std::vector< double > m_Sigma {std::vector<double>(3,1.0)}
 

Friends

struct detail::MemberFunctionAddressor< MemberFunctionType >
 

Additional Inherited Members

- Static Public Member Functions inherited from itk::simple::ProcessObject
static bool GetGlobalDefaultDebug ()
 
static void GlobalDefaultDebugOff ()
 
static void GlobalDefaultDebugOn ()
 
static void SetGlobalDefaultDebug (bool debugFlag)
 
static void GlobalWarningDisplayOn ()
 
static void GlobalWarningDisplayOff ()
 
static void SetGlobalWarningDisplay (bool flag)
 
static bool GetGlobalWarningDisplay ()
 
static double GetGlobalDefaultCoordinateTolerance ()
 Access the global tolerance to determine congruent spaces. More...
 
static void SetGlobalDefaultCoordinateTolerance (double)
 Access the global tolerance to determine congruent spaces. More...
 
static double GetGlobalDefaultDirectionTolerance ()
 Access the global tolerance to determine congruent spaces. More...
 
static void SetGlobalDefaultDirectionTolerance (double)
 Access the global tolerance to determine congruent spaces. More...
 
static bool SetGlobalDefaultThreader (const std::string &threader)
 Set/Get the default threader used for process objects. More...
 
static std::string GetGlobalDefaultThreader ()
 Set/Get the default threader used for process objects. More...
 
static void SetGlobalDefaultNumberOfThreads (unsigned int n)
 
static unsigned int GetGlobalDefaultNumberOfThreads ()
 Set/Get the default threader used for process objects. More...
 
- Protected Member Functions inherited from itk::simple::ImageFilter
void CheckImageMatchingDimension (const Image &image1, const Image &image2, const std::string &image2Name)
 
void CheckImageMatchingPixelType (const Image &image1, const Image &image2, const std::string &image2Name)
 
void CheckImageMatchingSize (const Image &image1, const Image &image2, const std::string &image2Name)
 
- Protected Member Functions inherited from itk::simple::ProcessObject
virtual unsigned long AddITKObserver (const itk::EventObject &, itk::Command *)
 
virtual itk::ProcessObjectGetActiveProcess ()
 
virtual void OnActiveProcessDelete ()
 
virtual void onCommandDelete (const itk::simple::Command *cmd) noexcept
 
virtual void PreUpdate (itk::ProcessObject *p)
 
virtual void RemoveITKObserver (EventCommand &e)
 
- Protected Member Functions inherited from itk::simple::NonCopyable
 NonCopyable ()=default
 
 NonCopyable (const NonCopyable &)=delete
 
NonCopyableoperator= (const NonCopyable &)=delete
 
- Static Protected Member Functions inherited from itk::simple::ImageFilter
template<class TImageType >
static void FixNonZeroIndex (TImageType *img)
 
- Static Protected Member Functions inherited from itk::simple::ProcessObject
template<class TImageType >
static TImageType::ConstPointer CastImageToITK (const Image &img)
 
template<class TPixelType , unsigned int VImageDimension, unsigned int VLength, template< typename, unsigned int > class TVector>
static Image CastITKToImage (itk::Image< TVector< TPixelType, VLength >, VImageDimension > *img)
 
template<unsigned int VImageDimension, unsigned int VLength, template< unsigned int > class TVector>
static Image CastITKToImage (itk::Image< TVector< VLength >, VImageDimension > *img)
 
template<class TImageType >
static Image CastITKToImage (TImageType *img)
 
static const itk::EventObjectGetITKEventObject (EventEnum e)
 
template<typename T >
static std::ostream & ToStringHelper (std::ostream &os, const T &v)
 
static std::ostream & ToStringHelper (std::ostream &os, const char &v)
 
static std::ostream & ToStringHelper (std::ostream &os, const signed char &v)
 
static std::ostream & ToStringHelper (std::ostream &os, const unsigned char &v)
 

Member Typedef Documentation

◆ MemberFunctionType

Setup for member function dispatching

Definition at line 106 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ PixelIDTypeList

Define the pixels types supported by this filter

Definition at line 55 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ Self

Definition at line 45 of file sitkSmoothingRecursiveGaussianImageFilter.h.

Constructor & Destructor Documentation

◆ ~SmoothingRecursiveGaussianImageFilter()

virtual itk::simple::SmoothingRecursiveGaussianImageFilter::~SmoothingRecursiveGaussianImageFilter ( )
virtual

Destructor

◆ SmoothingRecursiveGaussianImageFilter()

itk::simple::SmoothingRecursiveGaussianImageFilter::SmoothingRecursiveGaussianImageFilter ( )

Default Constructor that takes no arguments and initializes default parameters

Member Function Documentation

◆ Execute() [1/2]

Image itk::simple::SmoothingRecursiveGaussianImageFilter::Execute ( const Image image1)

◆ Execute() [2/2]

Image itk::simple::SmoothingRecursiveGaussianImageFilter::Execute ( Image &&  image1)

Execute the filter on the input image

Examples
CppInPlace/CppInPlace.cxx, and SimpleGaussian/SimpleGaussian.cxx.

◆ ExecuteInternal()

template<class TImageType >
Image itk::simple::SmoothingRecursiveGaussianImageFilter::ExecuteInternal ( const Image image1)
private

◆ GetName()

std::string itk::simple::SmoothingRecursiveGaussianImageFilter::GetName ( ) const
inlinevirtual

Name of this class

Implements itk::simple::ProcessObject.

Definition at line 90 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ GetNormalizeAcrossScale()

bool itk::simple::SmoothingRecursiveGaussianImageFilter::GetNormalizeAcrossScale ( ) const
inline
     Set/Get the flag for normalizing the Gaussian over scale-space. This method does not effect the output of this filter.
See also
RecursiveGaussianImageFilter::SetNormalizeAcrossScale

Definition at line 87 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ GetSigma()

std::vector<double> itk::simple::SmoothingRecursiveGaussianImageFilter::GetSigma ( ) const
inline

Get the Sigma scalar. If the Sigma is anisotropic, we will just return the Sigma along the first dimension.

Definition at line 69 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ NormalizeAcrossScaleOff()

Self& itk::simple::SmoothingRecursiveGaussianImageFilter::NormalizeAcrossScaleOff ( )
inline

Definition at line 80 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ NormalizeAcrossScaleOn()

Self& itk::simple::SmoothingRecursiveGaussianImageFilter::NormalizeAcrossScaleOn ( )
inline

Set the value of NormalizeAcrossScale to true or false respectfully.

Definition at line 79 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ SetNormalizeAcrossScale()

Self& itk::simple::SmoothingRecursiveGaussianImageFilter::SetNormalizeAcrossScale ( bool  NormalizeAcrossScale)
inline
     Set/Get the flag for normalizing the Gaussian over scale-space. This method does not effect the output of this filter.
See also
RecursiveGaussianImageFilter::SetNormalizeAcrossScale

Definition at line 76 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ SetSigma() [1/2]

Self& itk::simple::SmoothingRecursiveGaussianImageFilter::SetSigma ( double  value)
inline

Set the values of the Sigma vector all to value

Definition at line 64 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ SetSigma() [2/2]

Self& itk::simple::SmoothingRecursiveGaussianImageFilter::SetSigma ( std::vector< double >  Sigma)
inline

Set the standard deviation of the Gaussian used for smoothing. Sigma is measured in the units of image spacing. You may use the method SetSigma to set the same value across each axis or use the method SetSigmaArray if you need different values along each axis.

Examples
CppInPlace/CppInPlace.cxx, and SimpleGaussian/SimpleGaussian.cxx.

Definition at line 61 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ ToString()

std::string itk::simple::SmoothingRecursiveGaussianImageFilter::ToString ( ) const
virtual

Print ourselves out

Reimplemented from itk::simple::ProcessObject.

Friends And Related Function Documentation

◆ detail::MemberFunctionAddressor< MemberFunctionType >

Definition at line 110 of file sitkSmoothingRecursiveGaussianImageFilter.h.

Member Data Documentation

◆ m_InPlace

bool itk::simple::SmoothingRecursiveGaussianImageFilter::m_InPlace {false}
private

Definition at line 122 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ m_MemberFactory

std::unique_ptr<detail::MemberFunctionFactory<MemberFunctionType> > itk::simple::SmoothingRecursiveGaussianImageFilter::m_MemberFactory
private

Definition at line 112 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ m_NormalizeAcrossScale

bool itk::simple::SmoothingRecursiveGaussianImageFilter::m_NormalizeAcrossScale {false}
private

Definition at line 119 of file sitkSmoothingRecursiveGaussianImageFilter.h.

◆ m_Sigma

std::vector<double> itk::simple::SmoothingRecursiveGaussianImageFilter::m_Sigma {std::vector<double>(3,1.0)}
private

Definition at line 116 of file sitkSmoothingRecursiveGaussianImageFilter.h.


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