Binarize an input image using double thresholding. More...

#include <sitkDoubleThresholdImageFilter.h>

Inheritance diagram for itk::simple::DoubleThresholdImageFilter:

Collaboration diagram for itk::simple::DoubleThresholdImageFilter:

Public Types
typedef BasicPixelIDTypeList	PixelIDTypeList

typedef DoubleThresholdImageFilter	Self

Public Types inherited from itk::simple::ImageFilter< 1 >
typedef ImageFilter	Self

Public Types inherited from itk::simple::ProcessObject
typedef ProcessObject	Self

Public Member Functions
	DoubleThresholdImageFilter ()

Image	Execute (const Image &image1)

Image	Execute (const Image &image1, double threshold1, double threshold2, double threshold3, double threshold4, uint8_t insideValue, uint8_t outsideValue, bool fullyConnected)

Self &	FullyConnectedOff ()

Self &	FullyConnectedOn ()

bool	GetFullyConnected () const

uint8_t	GetInsideValue () const

std::string	GetName () const

uint8_t	GetOutsideValue () const

double	GetThreshold1 () const

double	GetThreshold2 () const

double	GetThreshold3 () const

double	GetThreshold4 () const

Self &	SetFullyConnected (bool FullyConnected)

Self &	SetInsideValue (uint8_t InsideValue)

Self &	SetOutsideValue (uint8_t OutsideValue)

Self &	SetThreshold1 (double Threshold1)

Self &	SetThreshold2 (double Threshold2)

Self &	SetThreshold3 (double Threshold3)

Self &	SetThreshold4 (double Threshold4)

std::string	ToString () const

	~DoubleThresholdImageFilter ()

Public Member Functions inherited from itk::simple::ImageFilter< 1 >
	ImageFilter ()

virtual	~ImageFilter ()=0

Public Member Functions inherited from itk::simple::ProcessObject
virtual void	Abort ()

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

Private Types
typedef Image(Self::*	MemberFunctionType) (const Image &image1)

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

Private Attributes
bool	m_FullyConnected

uint8_t	m_InsideValue

nsstd::auto_ptr< detail::MemberFunctionFactory< MemberFunctionType > >	m_MemberFactory

uint8_t	m_OutsideValue

double	m_Threshold1

double	m_Threshold2

double	m_Threshold3

double	m_Threshold4

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 void	SetGlobalDefaultNumberOfThreads (unsigned int n)

static unsigned int	GetGlobalDefaultNumberOfThreads ()

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...

Protected Member Functions inherited from itk::simple::ProcessObject
virtual unsigned long	AddITKObserver (const itk::EventObject &, itk::Command *)

virtual itk::ProcessObject *	GetActiveProcess ()

virtual void	OnActiveProcessDelete ()

virtual void	onCommandDelete (const itk::simple::Command *cmd) throw ()

virtual void	PreUpdate (itk::ProcessObject *p)

virtual void	RemoveITKObserver (EventCommand &e)

Protected Member Functions inherited from itk::simple::NonCopyable
	NonCopyable ()

Static Protected Member Functions inherited from itk::simple::ImageFilter< 1 >
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 TImageType >
static Image	CastITKToImage (TImageType *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)

static const itk::EventObject &	GetITKEventObject (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)

Detailed Description

Binarize an input image using double thresholding.

Double threshold addresses the difficulty in selecting a threshold that will select the objects of interest without selecting extraneous objects. Double threshold considers two threshold ranges: a narrow range and a wide range (where the wide range encompasses the narrow range). If the wide range was used for a traditional threshold (where values inside the range map to the foreground and values outside the range map to the background), many extraneous pixels may survive the threshold operation. If the narrow range was used for a traditional threshold, then too few pixels may survive the threshold.

Double threshold uses the narrow threshold image as a marker image and the wide threshold image as a mask image in the geodesic dilation. Essentially, the marker image (narrow threshold) is dilated but constrained to lie within the mask image (wide threshold). Thus, only the objects of interest (those pixels that survived the narrow threshold) are extracted but the those objects appear in the final image as they would have if the wide threshold was used.

See also: GrayscaleGeodesicDilateImageFilter; MorphologyImageFilter , GrayscaleDilateImageFilter , GrayscaleFunctionDilateImageFilter , BinaryDilateImageFilter; itk::simple::DoubleThreshold for the procedural interface; itk::DoubleThresholdImageFilter for the Doxygen on the original ITK class.

Definition at line 48 of file sitkDoubleThresholdImageFilter.h.

Member Typedef Documentation

typedef Image(Self::* itk::simple::DoubleThresholdImageFilter::MemberFunctionType) (const Image &image1)

private

Setup for member function dispatching

Definition at line 156 of file sitkDoubleThresholdImageFilter.h.

typedef BasicPixelIDTypeList itk::simple::DoubleThresholdImageFilter::PixelIDTypeList

Define the pixels types supported by this filter

Definition at line 60 of file sitkDoubleThresholdImageFilter.h.

typedef DoubleThresholdImageFilter itk::simple::DoubleThresholdImageFilter::Self

Definition at line 50 of file sitkDoubleThresholdImageFilter.h.

Constructor & Destructor Documentation

itk::simple::DoubleThresholdImageFilter::DoubleThresholdImageFilter ( )

Default Constructor that takes no arguments and initializes default parameters

itk::simple::DoubleThresholdImageFilter::~DoubleThresholdImageFilter ( )

Destructor

Member Function Documentation

Image itk::simple::DoubleThresholdImageFilter::Execute ( const Image & image1 )

Execute the filter on the input image

Image itk::simple::DoubleThresholdImageFilter::Execute	(	const Image &	image1,
		double	threshold1,
		double	threshold2,
		double	threshold3,
		double	threshold4,
		uint8_t	insideValue,
		uint8_t	outsideValue,
		bool	fullyConnected
	)

Execute the filter on the input image with the given parameters

template<class TImageType >

Image itk::simple::DoubleThresholdImageFilter::ExecuteInternal ( const Image & image1 )

private

Self& itk::simple::DoubleThresholdImageFilter::FullyConnectedOff ( )

inline

Definition at line 131 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::FullyConnectedOn ( )

inline

Set the value of FullyConnected to true or false respectfully.

Definition at line 130 of file sitkDoubleThresholdImageFilter.h.

bool itk::simple::DoubleThresholdImageFilter::GetFullyConnected ( ) const

inline

Set/Get whether the connected components are defined strictly by face connectivity or by face+edge+vertex connectivity. Default is FullyConnectedOff. For objects that are 1 pixel wide, use FullyConnectedOn.

Definition at line 136 of file sitkDoubleThresholdImageFilter.h.

uint8_t itk::simple::DoubleThresholdImageFilter::GetInsideValue ( ) const

inline

Get the "inside" pixel value.

Definition at line 112 of file sitkDoubleThresholdImageFilter.h.

std::string itk::simple::DoubleThresholdImageFilter::GetName ( ) const

inlinevirtual

Name of this class

Implements itk::simple::ProcessObject.

Definition at line 138 of file sitkDoubleThresholdImageFilter.h.

uint8_t itk::simple::DoubleThresholdImageFilter::GetOutsideValue ( ) const

inline

Get the "outside" pixel value.

Definition at line 122 of file sitkDoubleThresholdImageFilter.h.

double itk::simple::DoubleThresholdImageFilter::GetThreshold1 ( ) const

inline

Get the threshold values.

Definition at line 72 of file sitkDoubleThresholdImageFilter.h.

double itk::simple::DoubleThresholdImageFilter::GetThreshold2 ( ) const

inline

Get the threshold values.

Definition at line 82 of file sitkDoubleThresholdImageFilter.h.

double itk::simple::DoubleThresholdImageFilter::GetThreshold3 ( ) const

inline

Get the threshold values.

Definition at line 92 of file sitkDoubleThresholdImageFilter.h.

double itk::simple::DoubleThresholdImageFilter::GetThreshold4 ( ) const

inline

Get the threshold values.

Definition at line 102 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::SetFullyConnected ( bool FullyConnected )

inline

Set/Get whether the connected components are defined strictly by face connectivity or by face+edge+vertex connectivity. Default is FullyConnectedOff. For objects that are 1 pixel wide, use FullyConnectedOn.

Definition at line 127 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::SetInsideValue ( uint8_t InsideValue )

inline

Set the "inside" pixel value. The default value NumericTraits<OutputPixelType>::max()

Definition at line 107 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::SetOutsideValue ( uint8_t OutsideValue )

inline

Set the "outside" pixel value. The default value NumericTraits<OutputPixelType>::ZeroValue() .

Definition at line 117 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::SetThreshold1 ( double Threshold1 )

inline

Set the thresholds. Four thresholds should be specified. The two lower thresholds default to NumericTraits<InputPixelType>::NonpositiveMin() . The two upper thresholds default NumericTraits<InputPixelType>::max . Threshold1 <= Threshold2 <= Threshold3 <= Threshold4.

Definition at line 67 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::SetThreshold2 ( double Threshold2 )

inline

Set the thresholds. Four thresholds should be specified. The two lower thresholds default to NumericTraits<InputPixelType>::NonpositiveMin() . The two upper thresholds default NumericTraits<InputPixelType>::max . Threshold1 <= Threshold2 <= Threshold3 <= Threshold4.

Definition at line 77 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::SetThreshold3 ( double Threshold3 )

inline

Set the thresholds. Four thresholds should be specified. The two lower thresholds default to NumericTraits<InputPixelType>::NonpositiveMin() . The two upper thresholds default NumericTraits<InputPixelType>::max . Threshold1 <= Threshold2 <= Threshold3 <= Threshold4.

Definition at line 87 of file sitkDoubleThresholdImageFilter.h.

Self& itk::simple::DoubleThresholdImageFilter::SetThreshold4 ( double Threshold4 )

inline

Set the thresholds. Four thresholds should be specified. The two lower thresholds default to NumericTraits<InputPixelType>::NonpositiveMin() . The two upper thresholds default NumericTraits<InputPixelType>::max . Threshold1 <= Threshold2 <= Threshold3 <= Threshold4.

Definition at line 97 of file sitkDoubleThresholdImageFilter.h.

std::string itk::simple::DoubleThresholdImageFilter::ToString ( ) const

virtual

Print ourselves out

Reimplemented from itk::simple::ProcessObject.