#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 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)
Static Public Member Functions
static Pointer	New ()
Protected Member Functions
void	Allocate ()
void	GenerateData ()
	ImageClassifierBase ()
void	PrintSelf (std::ostream &os, Indent indent) const
	~ImageClassifierBase ()
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.