Inheritance diagram for otb::ImageClassificationFilter< TInputImage, TOutputImage, TMaskImage >:

Collaboration diagram for otb::ImageClassificationFilter< TInputImage, TOutputImage, TMaskImage >:

Public Types
typedef ConfidenceImageType::Pointer	ConfidenceImagePointerType

typedef otb::Image< double >	ConfidenceImageType

typedef itk::SmartPointer< const Self >	ConstPointer

typedef InputImageType::ConstPointer	InputImageConstPointerType

typedef TInputImage	InputImageType

typedef OutputImageType::PixelType	LabelType

typedef MaskImageType::ConstPointer	MaskImageConstPointerType

typedef MaskImageType::Pointer	MaskImagePointerType

typedef TMaskImage	MaskImageType

typedef ModelType::Pointer	ModelPointerType

typedef MachineLearningModel< ValueType, LabelType >	ModelType

typedef OutputImageType::Pointer	OutputImagePointerType

typedef OutputImageType::RegionType	OutputImageRegionType

typedef TOutputImage	OutputImageType

typedef itk::SmartPointer< Self >	Pointer

typedef ProbaImageType::Pointer	ProbaImagePointerType

typedef otb::VectorImage< double >	ProbaImageType

typedef itk::VariableLengthVector< double >	ProbaSampleType

typedef ImageClassificationFilter	Self

typedef itk::ImageToImageFilter< TInputImage, TOutputImage >	Superclass

typedef InputImageType::InternalPixelType	ValueType

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

virtual const char *	GetNameOfClass () const

Static Public Member Functions
static Pointer	New ()

ModelPointerType	m_Model

LabelType	m_DefaultLabel

bool	m_UseConfidenceMap

bool	m_UseProbaMap

bool	m_BatchMode

unsigned int	m_NumberOfClasses

virtual void	SetModel (ModelType *_arg)

	itkGetObjectMacro (Model, ModelType)

virtual void	SetDefaultLabel (LabelType _arg)

virtual LabelType	GetDefaultLabel ()

virtual void	SetUseConfidenceMap (bool _arg)

virtual bool	GetUseConfidenceMap ()

virtual void	SetUseProbaMap (bool _arg)

virtual bool	GetUseProbaMap ()

virtual void	SetBatchMode (bool _arg)

virtual bool	GetBatchMode ()

virtual void	BatchModeOn ()

virtual void	BatchModeOff ()

virtual void	SetNumberOfClasses (unsigned int _arg)

virtual unsigned int	GetNumberOfClasses ()

void	SetInputMask (const MaskImageType *mask)

const MaskImageType *	GetInputMask (void)

ConfidenceImageType *	GetOutputConfidence (void)

ProbaImageType *	GetOutputProba (void)

	ImageClassificationFilter ()

	~ImageClassificationFilter () override

void	ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, itk::ThreadIdType threadId) override

void	ClassicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, itk::ThreadIdType threadId)

void	BatchThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, itk::ThreadIdType threadId)

void	BeforeThreadedGenerateData () override

void	PrintSelf (std::ostream &os, itk::Indent indent) const override

void	GenerateOutputInformation () override

	ImageClassificationFilter (const Self &)=delete

void	operator= (const Self &)=delete

Detailed Description

This filter performs the classification of a VectorImage using a Model.

This filter is streamed and threaded, allowing to classify huge images while fully using several core.