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itk::simple::VotingBinaryIterativeHoleFillingImageFilter Class Reference

Fills in holes and cavities by iteratively applying a voting operation. More...

#include <sitkVotingBinaryIterativeHoleFillingImageFilter.h>

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

Detailed Description

Fills in holes and cavities by iteratively applying a voting operation.

This filter uses internally the VotingBinaryHoleFillingImageFilter , and runs it iteratively until no pixels are being changed or until it reaches the maximum number of iterations. The purpose of the filter is to fill in holes of medium size (tens of pixels in radius). In principle the number of iterations is related to the size of the holes to be filled in. The larger the holes, the more iteration must be run with this filter in order to fill in the full hole. The size of the neighborhood is also related to the curvature of the hole borders and therefore the hole size. Note that as a collateral effect this filter may also fill in cavities in the external side of structures.

This filter is templated over a single image type because the output image type must be the same as the input image type. This is required in order to make the iterations possible, since the output image of one iteration is taken as the input image for the next iteration.

See also
Image
VotingBinaryImageFilter
VotingBinaryHoleFillingImageFilter
Neighborhood
NeighborhoodOperator
NeighborhoodIterator
itk::simple::VotingBinaryIterativeHoleFilling for the procedural interface
itk::VotingBinaryIterativeHoleFillingImageFilter for the Doxygen on the original ITK class.

Definition at line 60 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

Public Types

using PixelIDTypeList = IntegerPixelIDTypeList
 
using Self = VotingBinaryIterativeHoleFillingImageFilter
 
- 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)
 
double GetBackgroundValue () const
 
double GetForegroundValue () const
 
unsigned int GetMajorityThreshold () const
 
unsigned int GetMaximumNumberOfIterations () const
 
std::string GetName () const
 
std::vector< unsigned int > GetRadius () const
 
SelfSetBackgroundValue (double BackgroundValue)
 
SelfSetForegroundValue (double ForegroundValue)
 
SelfSetMajorityThreshold (unsigned int MajorityThreshold)
 
SelfSetMaximumNumberOfIterations (unsigned int MaximumNumberOfIterations)
 
SelfSetRadius (std::vector< unsigned int > Radius)
 
SelfSetRadius (unsigned int value)
 
std::string ToString () const
 
 VotingBinaryIterativeHoleFillingImageFilter ()
 
virtual ~VotingBinaryIterativeHoleFillingImageFilter ()
 
- 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

double m_BackgroundValue {0.0}
 
double m_ForegroundValue {1.0}
 
unsigned int m_MajorityThreshold {1u}
 
unsigned int m_MaximumNumberOfIterations {10u}
 
std::unique_ptr< detail::MemberFunctionFactory< MemberFunctionType > > m_MemberFactory
 
std::vector< unsigned int > m_Radius {std::vector<unsigned int>(3, 1)}
 

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 143 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ PixelIDTypeList

Define the pixels types supported by this filter

Definition at line 72 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ Self

Constructor & Destructor Documentation

◆ ~VotingBinaryIterativeHoleFillingImageFilter()

virtual itk::simple::VotingBinaryIterativeHoleFillingImageFilter::~VotingBinaryIterativeHoleFillingImageFilter ( )
virtual

Destructor

◆ VotingBinaryIterativeHoleFillingImageFilter()

itk::simple::VotingBinaryIterativeHoleFillingImageFilter::VotingBinaryIterativeHoleFillingImageFilter ( )

Default Constructor that takes no arguments and initializes default parameters

Member Function Documentation

◆ Execute()

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

Execute the filter on the input image

◆ ExecuteInternal()

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

◆ GetBackgroundValue()

double itk::simple::VotingBinaryIterativeHoleFillingImageFilter::GetBackgroundValue ( ) const
inline

Get the value associated with the Foreground (or the object) on the binary input image and the Background .

Definition at line 126 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ GetForegroundValue()

double itk::simple::VotingBinaryIterativeHoleFillingImageFilter::GetForegroundValue ( ) const
inline

Get the value associated with the Foreground (or the object) on the binary input image and the Background .

Definition at line 116 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ GetMajorityThreshold()

unsigned int itk::simple::VotingBinaryIterativeHoleFillingImageFilter::GetMajorityThreshold ( ) const
inline

Majority threshold. It is the number of pixels over 50% that will decide whether an OFF pixel will become ON or not. For example, if the neighborhood of a pixel has 124 pixels (excluding itself), the 50% will be 62, and if you set up a Majority threshold of 5, that means that the filter will require 67 or more neighbor pixels to be ON in order to switch the current OFF pixel to ON. The default value is 1.

Definition at line 106 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ GetMaximumNumberOfIterations()

unsigned int itk::simple::VotingBinaryIterativeHoleFillingImageFilter::GetMaximumNumberOfIterations ( ) const
inline

Maximum number of iterations. This filter is executed iteratively as long as at least one pixel has changed in a previous iteration, or until the maximum number of iterations has been reached.

Definition at line 96 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ GetName()

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

Name of this class

Implements itk::simple::ProcessObject.

Definition at line 129 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ GetRadius()

std::vector<unsigned int> itk::simple::VotingBinaryIterativeHoleFillingImageFilter::GetRadius ( ) const
inline

Get the radius of the neighborhood used to compute the median

Definition at line 86 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ SetBackgroundValue()

Self& itk::simple::VotingBinaryIterativeHoleFillingImageFilter::SetBackgroundValue ( double  BackgroundValue)
inline

Set the value associated with the Foreground (or the object) on the binary input image and the Background .

Definition at line 121 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ SetForegroundValue()

Self& itk::simple::VotingBinaryIterativeHoleFillingImageFilter::SetForegroundValue ( double  ForegroundValue)
inline

Set the value associated with the Foreground (or the object) on the binary input image and the Background .

Definition at line 111 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ SetMajorityThreshold()

Self& itk::simple::VotingBinaryIterativeHoleFillingImageFilter::SetMajorityThreshold ( unsigned int  MajorityThreshold)
inline

Majority threshold. It is the number of pixels over 50% that will decide whether an OFF pixel will become ON or not. For example, if the neighborhood of a pixel has 124 pixels (excluding itself), the 50% will be 62, and if you set up a Majority threshold of 5, that means that the filter will require 67 or more neighbor pixels to be ON in order to switch the current OFF pixel to ON. The default value is 1.

Definition at line 101 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ SetMaximumNumberOfIterations()

Self& itk::simple::VotingBinaryIterativeHoleFillingImageFilter::SetMaximumNumberOfIterations ( unsigned int  MaximumNumberOfIterations)
inline

Maximum number of iterations. This filter is executed iteratively as long as at least one pixel has changed in a previous iteration, or until the maximum number of iterations has been reached.

Definition at line 91 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ SetRadius() [1/2]

Self& itk::simple::VotingBinaryIterativeHoleFillingImageFilter::SetRadius ( std::vector< unsigned int >  Radius)
inline

Set the radius of the neighborhood used to compute the median.

Definition at line 78 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ SetRadius() [2/2]

Self& itk::simple::VotingBinaryIterativeHoleFillingImageFilter::SetRadius ( unsigned int  value)
inline

Set the values of the Radius vector all to value

Definition at line 81 of file sitkVotingBinaryIterativeHoleFillingImageFilter.h.

◆ ToString()

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

Print ourselves out

Reimplemented from itk::simple::ProcessObject.

Friends And Related Function Documentation

◆ detail::MemberFunctionAddressor< MemberFunctionType >

Member Data Documentation

◆ m_BackgroundValue

double itk::simple::VotingBinaryIterativeHoleFillingImageFilter::m_BackgroundValue {0.0}
private

◆ m_ForegroundValue

double itk::simple::VotingBinaryIterativeHoleFillingImageFilter::m_ForegroundValue {1.0}
private

◆ m_MajorityThreshold

unsigned int itk::simple::VotingBinaryIterativeHoleFillingImageFilter::m_MajorityThreshold {1u}
private

◆ m_MaximumNumberOfIterations

unsigned int itk::simple::VotingBinaryIterativeHoleFillingImageFilter::m_MaximumNumberOfIterations {10u}
private

◆ m_MemberFactory

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

◆ m_Radius

std::vector<unsigned int> itk::simple::VotingBinaryIterativeHoleFillingImageFilter::m_Radius {std::vector<unsigned int>(3, 1)}
private

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