#include <itkImageClassifierBase.h>

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

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

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 Types inherited from itk::ClassifierBase< TInputImage >
Public Types inherited from itk::LightProcessObject
Public Types inherited from itk::Object
Public Types inherited from itk::LightObject

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual ClassifiedImagePointer	GetClassifiedImage () const
virtual const InputImageType *	GetInputImage ()
virtual const char *	GetNameOfClass () const
std::vector< double >	GetPixelMembershipValue (const InputImagePixelType inputImagePixel)
virtual void	SetClassifiedImage (ClassifiedImagePointer _arg)
virtual void	SetInputImage (const InputImageType *_arg)
Public Member Functions inherited from itk::ClassifierBase< TInputImage >
unsigned int	AddMembershipFunction (MembershipFunctionType *function)
DecisionRuleType *	GetDecisionRule (void)
const MembershipFunctionType *	GetMembershipFunction (unsigned int index) const
virtual const unsigned int &	GetNumberOfClasses ()
unsigned int	GetNumberOfMembershipFunctions ()
void	SetDecisionRule (DecisionRuleType *ptrToDecisionRule)
virtual void	SetNumberOfClasses (unsigned int _arg)
void	Update ()
Public Member Functions inherited from itk::LightProcessObject
virtual void	AbortGenerateDataOff ()
virtual void	AbortGenerateDataOn ()
virtual const bool &	GetAbortGenerateData ()
virtual void	SetAbortGenerateData (bool _arg)
virtual void	UpdateOutputData ()
void	UpdateProgress (float amount)
virtual void	SetProgress (float _arg)
virtual const float &	GetProgress ()
Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)
unsigned long	AddObserver (const EventObject &event, Command *) const
virtual void	DebugOff () const
virtual void	DebugOn () const
Command *	GetCommand (unsigned long tag)
bool	GetDebug () const
MetaDataDictionary &	GetMetaDataDictionary (void)
const MetaDataDictionary &	GetMetaDataDictionary (void) const
virtual unsigned long	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
virtual void	Register () const
void	RemoveAllObservers ()
void	RemoveObserver (unsigned long tag)
void	SetDebug (bool debugFlag) const
void	SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void	SetReferenceCount (int)
virtual void	UnRegister () 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 ()

Protected Member Functions
void	Allocate ()
void	GenerateData ()
	ImageClassifierBase ()
void	PrintSelf (std::ostream &os, Indent indent) const
	~ImageClassifierBase ()
Protected Member Functions inherited from itk::ClassifierBase< TInputImage >
	ClassifierBase ()
	~ClassifierBase ()
Protected Member Functions inherited from itk::LightProcessObject
	LightProcessObject ()
	~LightProcessObject ()
Protected Member Functions inherited from itk::Object
	Object ()
bool	PrintObservers (std::ostream &os, Indent indent) const
virtual void	SetTimeStamp (const TimeStamp &time)
virtual	~Object ()
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 Types
typedef TInputImage::SizeType	InputImageSizeType

Private Member Functions
virtual void	Classify ()
	ImageClassifierBase (const Self &)
void	operator= (const Self &)

Private Attributes
ClassifiedImagePointer	m_ClassifiedImage
InputImageConstPointer	m_InputImage

Detailed Description

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

Base class for the 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 an 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 that hold 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 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.