itk::ImageClassifierBase< TInputImage, TClassifiedImage > Class Template Reference

#include <itkImageClassifierBase.h>

Inheritance diagram for itk::ImageClassifierBase< TInputImage, TClassifiedImage >:

[legend]Collaboration diagram for itk::ImageClassifierBase< TInputImage, TClassifiedImage >:

[legend]List of all members.

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Detailed Description

template<class TInputImage, class TClassifiedImage>
class itk::ImageClassifierBase< TInputImage, TClassifiedImage >

Base class for ImageClassifierBase object.

itkImageClassifierBase is the base class for algorithms that take input data as images and preserve the image structure while performing classification. In other words, the data is not converted into a list, hence filters that require spatial information of a pixel can use the subclasses under this tree. It provides the basic function definitions that are inherent to a image classifier objects.

This is the SuperClass for the image classifier tree of the classifier framework. This is the class for all the classification objects available through the classifier framework in the ITK toolkit thatholds the input image and the classified image data.

It is templated over the type of input image, classified image. The second template parameter allows templating over the classified image type. The name "image" indicates that the basic data structure used for storing data/results are derived from the ITK image class.

This object supports data handling of multiband images. The object accepts the input image in vector format only, where each pixel is a vector and each element of the vector corresponds to an entry from 1 particular band of a multiband dataset. A single band image is treated as a vector image with a single element for every vector. The classified image is treated as a single band scalar image.

This class stores the input and output data as its private members. Before you call the Classify method to start the classification process, you should plug in all necessary parts as described in the superclass documentation.

The core computation is carried out here. The function requires that the the number of classes be set to a non zero value and the membership functions be populated. In addition the number of classes should be equal to the number of membership functions.

Definition at line 71 of file itkImageClassifierBase.h.

Public Types
typedef ImageRegionIterator< TClassifiedImage >	ClassifiedImageIterator
typedef TClassifiedImage::PixelType	ClassifiedImagePixelType
typedef TClassifiedImage::Pointer	ClassifiedImagePointer
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::DecisionRuleType	DecisionRuleType
typedef ImageRegionConstIterator< TInputImage >	InputImageConstIterator
typedef TInputImage::ConstPointer	InputImageConstPointer
typedef TInputImage::PixelType	InputImagePixelType
typedef TInputImage::Pointer	InputImagePointer
typedef TInputImage	InputImageType
typedef Superclass::MeasurementVectorType	MeasurementVectorType
typedef Superclass::MembershipFunctionPointer	MembershipFunctionPointer
typedef Superclass::MembershipFunctionPointerVector	MembershipFunctionPointerVector
typedef Superclass::MembershipFunctionType	MembershipFunctionType
typedef SmartPointer< Self >	Pointer
typedef ImageClassifierBase	Self
typedef ClassifierBase< TInputImage >	Superclass
Public Member Functions
virtual void	AbortGenerateDataOff ()
virtual void	AbortGenerateDataOn ()
unsigned int	AddMembershipFunction (MembershipFunctionType *function)
Get the execution progress of a process object The progress is *a floating number	between (0, 1)
Set the execution progress of a process object The progress is *a floating number	between (0, 1)
virtual LightObject::Pointer	CreateAnother () const
virtual void	DebugOff () const
virtual void	DebugOn () const
virtual void	Delete ()
virtual const bool &	GetAbortGenerateData ()
virtual ClassifiedImagePointer	GetClassifiedImage ()
Command *	GetCommand (unsigned long tag)
bool	GetDebug () const
DecisionRuleType *	GetDecisionRule (void)
virtual const InputImageType *	GetInputImage ()
const MembershipFunctionType *	GetMembershipFunction (unsigned int index) const
const MetaDataDictionary &	GetMetaDataDictionary (void) const
MetaDataDictionary &	GetMetaDataDictionary (void)
virtual unsigned long	GetMTime () const
virtual const char *	GetNameOfClass () const
virtual const unsigned int &	GetNumberOfClasses ()
unsigned int	GetNumberOfMembershipFunctions ()
const std::vector< double > &	GetPixelMembershipValue (const InputImagePixelType inputImagePixel)
meaning *the filter has completed execution *virtual const float &	GetProgress ()
virtual int	GetReferenceCount () const
bool	HasObserver (const EventObject &event) const
void	InvokeEvent (const EventObject &) const
void	InvokeEvent (const EventObject &)
virtual void	Modified () const
void	Print (std::ostream &os, Indent indent=0) const
virtual void	Register () const
void	RemoveAllObservers ()
void	RemoveObserver (unsigned long tag)
virtual void	SetAbortGenerateData (bool _arg)
virtual void	SetClassifiedImage (ClassifiedImagePointer _arg)
void	SetDebug (bool debugFlag) const
void	SetDecisionRule (DecisionRuleType *ptrToDecisionRule)
virtual void	SetInputImage (const InputImageType *_arg)
void	SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void	SetNumberOfClasses (unsigned int _arg)
meaning *the filter has completed execution *virtual void	SetProgress (float _arg)
virtual void	SetReferenceCount (int)
virtual void	UnRegister () const
void	Update ()
virtual void	UpdateOutputData ()
void	UpdateProgress (float amount)
Static Public Member Functions
static void	BreakOnError ()
static bool	GetGlobalWarningDisplay ()
static void	GlobalWarningDisplayOff ()
static void	GlobalWarningDisplayOn ()
static Pointer	New ()
This is a global flag that controls whether any warning *or error messages are displayed *static void	SetGlobalWarningDisplay (bool flag)
Public Attributes
Allow people to add remove invoke observers(callbacks) to any ITK *object.This is an implementation of the subject/observer design *pattern.An observer is added by specifying an event to respond to *and an itk unsigned lon	AddObserver )(const EventObject &event, Command *) const
This is a global flag that controls whether any	debug
Get the execution progress of a process object The progress is *a floating number meaning no	progress
Set the execution progress of a process object The progress is *a floating number meaning no	progress
Protected Member Functions
void	Allocate ()
	ClassifierBase ()
void	GenerateData ()
	ImageClassifierBase ()
bool	PrintObservers (std::ostream &os, Indent indent) const
void	PrintSelf (std::ostream &os, Indent indent) const
virtual void	PrintTrailer (std::ostream &os, Indent indent) const
	~ImageClassifierBase ()
Protected Attributes
int	m_ReferenceCount
SimpleFastMutexLock	m_ReferenceCountLock
Methods invoked by virtual 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.*/virtual void PrintSelf(std voi	PrintHeader )(std::ostream &os, Indent indent) const

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Member Typedef Documentation

template<class TInputImage, class TClassifiedImage> typedef ImageRegionIterator< TClassifiedImage > itk::ImageClassifierBase< TInputImage, TClassifiedImage >::ClassifiedImageIterator

Definition at line 136 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef TClassifiedImage::PixelType itk::ImageClassifierBase< TInputImage, TClassifiedImage >::ClassifiedImagePixelType

Type definitions for the vector holding training image pixel type. Definition at line 130 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef TClassifiedImage::Pointer itk::ImageClassifierBase< TInputImage, TClassifiedImage >::ClassifiedImagePointer

Type definitions for the classified image pixel type. Definition at line 93 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef SmartPointer<const Self> itk::ImageClassifierBase< TInputImage, TClassifiedImage >::ConstPointer

Reimplemented from itk::LightProcessObject. Definition at line 79 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef Superclass::DecisionRuleType itk::ImageClassifierBase< TInputImage, TClassifiedImage >::DecisionRuleType

Type alias for decision rule Reimplemented from itk::ClassifierBase< TInputImage >. Definition at line 110 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef ImageRegionConstIterator< TInputImage > itk::ImageClassifierBase< TInputImage, TClassifiedImage >::InputImageConstIterator

Type definition for the input image/training iterator Definition at line 134 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef TInputImage::ConstPointer itk::ImageClassifierBase< TInputImage, TClassifiedImage >::InputImageConstPointer

Definition at line 90 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef TInputImage::PixelType itk::ImageClassifierBase< TInputImage, TClassifiedImage >::InputImagePixelType

Type definition for the vector associated with input image pixel type. Definition at line 122 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef TInputImage::Pointer itk::ImageClassifierBase< TInputImage, TClassifiedImage >::InputImagePointer

Definition at line 89 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef TInputImage itk::ImageClassifierBase< TInputImage, TClassifiedImage >::InputImageType

Type definition for the input image. Definition at line 85 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef Superclass::MeasurementVectorType itk::ImageClassifierBase< TInputImage, TClassifiedImage >::MeasurementVectorType

Set the decision rule Reimplemented from itk::ClassifierBase< TInputImage >. Definition at line 98 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef Superclass::MembershipFunctionPointer itk::ImageClassifierBase< TInputImage, TClassifiedImage >::MembershipFunctionPointer

Reimplemented from itk::ClassifierBase< TInputImage >. Definition at line 104 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef Superclass::MembershipFunctionPointerVector itk::ImageClassifierBase< TInputImage, TClassifiedImage >::MembershipFunctionPointerVector

Reimplemented from itk::ClassifierBase< TInputImage >. Definition at line 107 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef Superclass::MembershipFunctionType itk::ImageClassifierBase< TInputImage, TClassifiedImage >::MembershipFunctionType

Typedefs for membership funciton Reimplemented from itk::ClassifierBase< TInputImage >. Definition at line 101 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef SmartPointer<Self> itk::ImageClassifierBase< TInputImage, TClassifiedImage >::Pointer

Reimplemented from itk::LightProcessObject. Definition at line 78 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef ImageClassifierBase itk::ImageClassifierBase< TInputImage, TClassifiedImage >::Self

Standard class typedefs. Reimplemented from itk::ClassifierBase< TInputImage >. Definition at line 76 of file itkImageClassifierBase.h.

template<class TInputImage, class TClassifiedImage> typedef ClassifierBase<TInputImage> itk::ImageClassifierBase< TInputImage, TClassifiedImage >::Superclass

Reimplemented from itk::ClassifierBase< TInputImage >. Definition at line 77 of file itkImageClassifierBase.h.

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Constructor & Destructor Documentation

template<class TInputImage, class TClassifiedImage> itk::ImageClassifierBase< TInputImage, TClassifiedImage >::ImageClassifierBase (   )  [protected]

template<class TInputImage, class TClassifiedImage> itk::ImageClassifierBase< TInputImage, TClassifiedImage >::~ImageClassifierBase (   )  [protected]

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Member Function Documentation

virtual void itk::LightProcessObject::AbortGenerateDataOff (   )  [virtual, inherited]

virtual void itk::LightProcessObject::AbortGenerateDataOn (   )  [virtual, inherited]

Turn on and off the AbortGenerateData flag.

unsigned int itk::ClassifierBase< TInputImage >::AddMembershipFunction (  MembershipFunctionType *  function  )  [inherited]

Stores a membership function of a class in its internal vector

template<class TInputImage, class TClassifiedImage> void itk::ImageClassifierBase< TInputImage, TClassifiedImage >::Allocate (   )  [protected]

Allocate memory for the classified image.

Get the execution progress of a process object The progress is* a floating number itk::LightProcessObject::between (  0  , 1  )  [inherited]

Set the execution progress of a process object The progress is* a floating number itk::LightProcessObject::between (  0  , 1  )  [inherited]

static void itk::LightObject::BreakOnError (   )  [static, inherited]

This method is called when itkExceptionMacro executes. It allows the debugger to break on error.

itk::ClassifierBase< TInputImage >::ClassifierBase (   )  [protected, inherited]

virtual LightObject::Pointer itk::Object::CreateAnother (   )  const [virtual, inherited]

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.

virtual void itk::Object::DebugOff (   )  const [virtual, inherited]

Turn debugging output off.

virtual void itk::Object::DebugOn (   )  const [virtual, inherited]

Turn debugging output on.

virtual void itk::LightObject::Delete (   )  [virtual, inherited]

Delete an itk object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting.

template<class TInputImage, class TClassifiedImage> void itk::ImageClassifierBase< TInputImage, TClassifiedImage >::GenerateData (   )  [protected, virtual]

Starts the classification process Implements itk::ClassifierBase< TInputImage >.

virtual const bool& itk::LightProcessObject::GetAbortGenerateData (   )  [virtual, inherited]

Get the AbortGenerateData flag for the process object. Process objects may handle premature termination of execution in different ways.

template<class TInputImage, class TClassifiedImage> virtual ClassifiedImagePointer itk::ImageClassifierBase< TInputImage, TClassifiedImage >::GetClassifiedImage (   )  [virtual]

Get the classified image.

Command* itk::Object::GetCommand (  unsigned long  tag  )  [inherited]

Get the command associated with the given tag. NOTE: This returns a pointer to a Command, but it is safe to asign this to a Command::Pointer. Since Command inherits from LightObject, at this point in the code, only a pointer or a reference to the Command can be used.

bool itk::Object::GetDebug (   )  const [inherited]

Get the value of the debug flag.

DecisionRuleType* itk::ClassifierBase< TInputImage >::GetDecisionRule (  void   )  [inline, inherited]

Gets the pointer to the decision rule being used. Definition at line 125 of file itkClassifierBase.h.

static bool itk::Object::GetGlobalWarningDisplay (   )  [static, inherited]

template<class TInputImage, class TClassifiedImage> virtual const InputImageType* itk::ImageClassifierBase< TInputImage, TClassifiedImage >::GetInputImage (   )  [virtual]

Get the input image.

const MembershipFunctionType* itk::ClassifierBase< TInputImage >::GetMembershipFunction (  unsigned int  index  )  const [inline, inherited]

Gets the MembershipFunction that are plugged in by the AddMembershipFunction method. The index is assigned according to the order each membership function has been added using the AddMemberShipFunction method Definition at line 134 of file itkClassifierBase.h.

const MetaDataDictionary& itk::Object::GetMetaDataDictionary (  void   )  const [inherited]

Returns: A constant reference to this objects MetaDataDictionary.

MetaDataDictionary& itk::Object::GetMetaDataDictionary (  void   )  [inherited]

Returns: A reference to this objects MetaDataDictionary. Warning: This reference may be changed.

virtual unsigned long itk::Object::GetMTime (   )  const [virtual, inherited]

Return this objects modified time. Reimplemented in itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::DeformationFieldSource< TOutputImage >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::SceneSpatialObject< SpaceDimension >, and itk::SceneSpatialObject< NDimensions >.

template<class TInputImage, class TClassifiedImage> virtual const char* itk::ImageClassifierBase< TInputImage, TClassifiedImage >::GetNameOfClass (   )  const [virtual]

Run-time type information (and related methods). Reimplemented from itk::ClassifierBase< TInputImage >.

virtual const unsigned int& itk::ClassifierBase< TInputImage >::GetNumberOfClasses (   )  [virtual, inherited]

Gets the number of classes.

unsigned int itk::ClassifierBase< TInputImage >::GetNumberOfMembershipFunctions (   )  [inline, inherited]

Gets the number of membership functions Definition at line 140 of file itkClassifierBase.h.

template<class TInputImage, class TClassifiedImage> const std::vector<double>& itk::ImageClassifierBase< TInputImage, TClassifiedImage >::GetPixelMembershipValue (  const InputImagePixelType  inputImagePixel  )

Method to get the membership of a given pixel to the different classes

meaning* the filter has completed execution* virtual const float& itk::LightProcessObject::GetProgress (   )  [virtual, inherited]

virtual int itk::LightObject::GetReferenceCount (   )  const [inline, virtual, inherited]

Gets the reference count on this object. Definition at line 98 of file itkLightObject.h.

static void itk::Object::GlobalWarningDisplayOff (   )  [inline, static, inherited]

Definition at line 100 of file itkObject.h. References itk::Object::SetGlobalWarningDisplay().

static void itk::Object::GlobalWarningDisplayOn (   )  [inline, static, inherited]

Definition at line 98 of file itkObject.h. References itk::Object::SetGlobalWarningDisplay().

bool itk::Object::HasObserver (  const EventObject &  event  )  const [inherited]

Return true if an observer is registered for this event.

void itk::Object::InvokeEvent (  const EventObject &   )  const [inherited]

Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.

void itk::Object::InvokeEvent (  const EventObject &   )  [inherited]

Call Execute on all the Commands observing this event id.

virtual void itk::Object::Modified (   )  const [virtual, inherited]

Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data. Referenced by itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), itk::HistogramAlgorithmBase< TInputHistogram >::SetInputHistogram(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds(), itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints1(), itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints2(), itk::NonUniformBSpline< TDimension >::SetSplineOrder(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds(), itk::Statistics::GoodnessOfFitFunctionBase< typename ComponentType::HistogramType >::SetTotalObservedScale(), and itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation().

template<class TInputImage, class TClassifiedImage> static Pointer itk::ImageClassifierBase< TInputImage, TClassifiedImage >::New (   )  [static]

Method for creation through the object factory. Reimplemented from itk::LightProcessObject.

void itk::LightObject::Print (  std::ostream &  os, Indent  indent = 0 )  const [inherited]

Cause the object to print itself out.

bool itk::Object::PrintObservers (  std::ostream &  os, Indent  indent )  const [protected, inherited]

template<class TInputImage, class TClassifiedImage> void itk::ImageClassifierBase< TInputImage, TClassifiedImage >::PrintSelf (  std::ostream &  os, Indent  indent )  const [protected, virtual]

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::ClassifierBase< TInputImage >.

virtual void itk::LightObject::PrintTrailer (  std::ostream &  os, Indent  indent )  const [protected, virtual, inherited]

virtual void itk::Object::Register (   )  const [virtual, inherited]

Increase the reference count (mark as used by another object). Reimplemented from itk::LightObject.

void itk::Object::RemoveAllObservers (   )  [inherited]

Remove all observers .

void itk::Object::RemoveObserver (  unsigned long  tag  )  [inherited]

Remove the observer with this tag value.

virtual void itk::LightProcessObject::SetAbortGenerateData (  bool  _arg  )  [virtual, inherited]

Set the AbortGenerateData flag for the process object. Process objects may handle premature termination of execution in different ways.

template<class TInputImage, class TClassifiedImage> virtual void itk::ImageClassifierBase< TInputImage, TClassifiedImage >::SetClassifiedImage (  ClassifiedImagePointer  _arg  )  [virtual]

Set the classified image.

void itk::Object::SetDebug (  bool  debugFlag  )  const [inherited]

Set the value of the debug flag. A non-zero value turns debugging on.

void itk::ClassifierBase< TInputImage >::SetDecisionRule (  DecisionRuleType *  ptrToDecisionRule  )  [inline, inherited]

Sets the pointer to the decision rule. Stores the decision rule that makes the real decision using informations from MembershipFunctions and other prior knowledge Definition at line 119 of file itkClassifierBase.h.

This is a global flag that controls whether any warning* or error messages are displayed* static void itk::Object::SetGlobalWarningDisplay (  bool  flag  )  [static, inherited]

Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn().

template<class TInputImage, class TClassifiedImage> virtual void itk::ImageClassifierBase< TInputImage, TClassifiedImage >::SetInputImage (  const InputImageType *  _arg  )  [virtual]

Set the input image.

void itk::Object::SetMetaDataDictionary (  const MetaDataDictionary &  rhs  )  [inherited]

Returns: Set the MetaDataDictionary

virtual void itk::ClassifierBase< TInputImage >::SetNumberOfClasses (  unsigned int  _arg  )  [virtual, inherited]

Sets the number of classes.

meaning* the filter has completed execution* virtual void itk::LightProcessObject::SetProgress (  float  _arg  )  [virtual, inherited]

virtual void itk::Object::SetReferenceCount (  int   )  [virtual, inherited]

Sets the reference count (use with care) Reimplemented from itk::LightObject.

virtual void itk::Object::UnRegister (   )  const [virtual, inherited]

Decrease the reference count (release by another object). Reimplemented from itk::LightObject.

void itk::ClassifierBase< TInputImage >::Update (  void   )  [inherited]

Starts the classification process

virtual void itk::LightProcessObject::UpdateOutputData (   )  [virtual, inherited]

Actually generate new output.

void itk::LightProcessObject::UpdateProgress (  float  amount  )  [inherited]

Update the progress of the process object. If a ProgressMethod exists, executes it. Then set the Progress ivar to amount. The parameter amount should range between (0,1).

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Member Data Documentation

Allow people to add remove invoke observers (callbacks) to any ITK * object. This is an implementation of the subject/observer design * pattern. An observer is added by specifying an event to respond to * and an itk unsigned lon itk::Object::AddObserver)(const EventObject &event, Command *) const [inherited]

This is a global flag that controls whether any itk::Object::debug [inherited]

Definition at line 94 of file itkObject.h.

int itk::LightObject::m_ReferenceCount [mutable, protected, inherited]

Number of uses of this object by other objects. Definition at line 119 of file itkLightObject.h.

SimpleFastMutexLock itk::LightObject::m_ReferenceCountLock [mutable, protected, inherited]

Mutex lock to protect modification to the reference count Definition at line 122 of file itkLightObject.h.

Methods invoked by virtual 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. */ virtual void PrintSelf(std voi itk::LightObject::PrintHeader)(std::ostream &os, Indent indent) const [protected, inherited]

Get the execution progress of a process object The progress is* a floating number meaning no itk::LightProcessObject::progress [inherited]

Definition at line 104 of file itkLightProcessObject.h.

Set the execution progress of a process object The progress is* a floating number meaning no itk::LightProcessObject::progress [inherited]

Definition at line 98 of file itkLightProcessObject.h.

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

• itkImageClassifierBase.h

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