otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage > Class Template Reference

#include <otbMeanShiftConnectedComponentSegmentationFilter.h>

Inheritance diagram for otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >:

Collaboration diagram for otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >:

Public Types
typedef itk::ConnectedComponentFunctorImageFilter< VectorImageType, LabelImageType, FunctorType, MaskImageType >	ConnectedComponentFilterType
typedef itk::SmartPointer< const Self >	ConstPointer
typedef Functor::ConnectedComponentMuParserFunctor< VectorImagePixelType >	FunctorType
typedef double	KernelType
typedef TLabelImage	LabelImageType
typedef TMaskImage	MaskImageType
typedef otb::MaskMuParserFilter< VectorImageType, MaskImageType >	MaskMuParserFilterType
typedef MeanShiftFilterType::Pointer	MeanShiftFilterPointerType
typedef otb::MeanShiftSmoothingImageFilter< VectorImageType, VectorImageType >	MeanShiftFilterType
typedef unsigned int	ObjectSizeType
typedef itk::SmartPointer< Self >	Pointer
typedef itk::RelabelComponentImageFilter< LabelImageType, LabelImageType >	RelabelComponentFilterType
typedef MeanShiftConnectedComponentSegmentationFilter	Self
typedef itk::ImageToImageFilter< TVInputImage, TLabelImage >	Superclass
typedef VectorImageType::PixelType	VectorImagePixelType
typedef VectorImageType::Pointer	VectorImagePointerType
typedef TVInputImage	VectorImageType

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetConnectedComponentExpression () const
virtual const char *	GetMaskExpression () const
virtual ObjectSizeType	GetMinimumObjectSize ()
virtual const char *	GetNameOfClass () const
	itkGetObjectMacro (MeanShiftFilter, MeanShiftFilterType)
virtual void	SetConnectedComponentExpression (const char *_arg)
virtual void	SetMaskExpression (const char *_arg)
virtual void	SetMeanShiftFilter (MeanShiftFilterType *_arg)
virtual void	SetMinimumObjectSize (ObjectSizeType _arg)

Static Public Member Functions
static Pointer	New ()

Static Public Attributes
static const unsigned int	InputImageDimension = TVInputImage::ImageDimension

Protected Member Functions
void	GenerateData () override
void	GenerateInputRequestedRegion () override
	MeanShiftConnectedComponentSegmentationFilter ()
	~MeanShiftConnectedComponentSegmentationFilter () override

Private Attributes
std::string	m_ConnectedComponentExpression
std::string	m_MaskExpression
MeanShiftFilterPointerType	m_MeanShiftFilter
ObjectSizeType	m_MinimumObjectSize

Detailed Description

template<class TVInputImage, class TMaskImage, class TLabelImage>
class otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >

[internal] Helper class to perform connected component segmentation on an input image,

The whole chain is described in : http://wiki.orfeo-toolbox.org/index.php/Connected_component_segmentation_module

This class wraps a processing chain based on meanshift filtering followed by a connected component segmentation,

An optional mask can be applied to segment only the pixels inside the mask.

Parameters of the chain are :

• MaskExpression : mathematical expression to apply on the input image to make a mask
• ConnectedComponentExpression : mathematical expression which connects two pixels
• MinimumObjectSize : minimum object size kept after segmentation

Definition at line 59 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

Member Typedef Documentation

ConnectedComponentFilterType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef itk::ConnectedComponentFunctorImageFilter<VectorImageType, LabelImageType, FunctorType, MaskImageType> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::ConnectedComponentFilterType

Definition at line 91 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

ConstPointer

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef itk::SmartPointer<const Self> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::ConstPointer

Definition at line 68 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

FunctorType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef Functor::ConnectedComponentMuParserFunctor<VectorImagePixelType> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::FunctorType

Definition at line 90 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

KernelType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef double otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::KernelType

Definition at line 99 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

LabelImageType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef TLabelImage otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::LabelImageType

Definition at line 75 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

MaskImageType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef TMaskImage otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::MaskImageType

Definition at line 74 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

MaskMuParserFilterType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef otb::MaskMuParserFilter<VectorImageType, MaskImageType> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::MaskMuParserFilterType

Definition at line 94 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

MeanShiftFilterPointerType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef MeanShiftFilterType::Pointer otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::MeanShiftFilterPointerType

Definition at line 102 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

MeanShiftFilterType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef otb::MeanShiftSmoothingImageFilter<VectorImageType, VectorImageType> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::MeanShiftFilterType

Definition at line 100 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

ObjectSizeType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef unsigned int otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::ObjectSizeType

Definition at line 70 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

Pointer

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef itk::SmartPointer<Self> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::Pointer

Definition at line 67 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

RelabelComponentFilterType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef itk::RelabelComponentImageFilter<LabelImageType, LabelImageType> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::RelabelComponentFilterType

Definition at line 97 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

Self

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef MeanShiftConnectedComponentSegmentationFilter otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::Self

Standard Self typedef

Definition at line 64 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

Superclass

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef itk::ImageToImageFilter<TVInputImage, TLabelImage> otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::Superclass

Definition at line 65 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

VectorImagePixelType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef VectorImageType::PixelType otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::VectorImagePixelType

Definition at line 78 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

VectorImagePointerType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef VectorImageType::Pointer otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::VectorImagePointerType

Definition at line 77 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

VectorImageType

template<class TVInputImage , class TMaskImage , class TLabelImage >

typedef TVInputImage otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::VectorImageType

Some convenient typedefs.

Definition at line 73 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

Constructor & Destructor Documentation

MeanShiftConnectedComponentSegmentationFilter()

template<class TVImage , class TMaskImage , class TLabelImage >

otb::MeanShiftConnectedComponentSegmentationFilter< TVImage, TMaskImage, TLabelImage >::MeanShiftConnectedComponentSegmentationFilter

protected

Definition at line 31 of file otbMeanShiftConnectedComponentSegmentationFilter.hxx.

~MeanShiftConnectedComponentSegmentationFilter()

template<class TVImage , class TMaskImage , class TLabelImage >

otb::MeanShiftConnectedComponentSegmentationFilter< TVImage, TMaskImage, TLabelImage >::~MeanShiftConnectedComponentSegmentationFilter

overrideprotected

Definition at line 38 of file otbMeanShiftConnectedComponentSegmentationFilter.hxx.

Member Function Documentation

CreateAnother()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual::itk::LightObject::Pointer otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::CreateAnother

(

void

)

const

GenerateData()

template<class TVImage , class TMaskImage , class TLabelImage >

void otb::MeanShiftConnectedComponentSegmentationFilter< TVImage, TMaskImage, TLabelImage >::GenerateData

overrideprotected

Definition at line 49 of file otbMeanShiftConnectedComponentSegmentationFilter.hxx.

GenerateInputRequestedRegion()

template<class TVImage , class TMaskImage , class TLabelImage >

void otb::MeanShiftConnectedComponentSegmentationFilter< TVImage, TMaskImage, TLabelImage >::GenerateInputRequestedRegion

overrideprotected

Definition at line 43 of file otbMeanShiftConnectedComponentSegmentationFilter.hxx.

GetConnectedComponentExpression()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual const char* otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::GetConnectedComponentExpression ( ) const

virtual

GetMaskExpression()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual const char* otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::GetMaskExpression ( ) const

virtual

GetMinimumObjectSize()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual ObjectSizeType otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::GetMinimumObjectSize ( )

virtual

GetNameOfClass()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual const char* otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::GetNameOfClass ( ) const

virtual

Runtime information support.

itkGetObjectMacro()

template<class TVInputImage , class TMaskImage , class TLabelImage >

otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::itkGetObjectMacro	(	MeanShiftFilter	,
		MeanShiftFilterType
	)

New()

template<class TVInputImage , class TMaskImage , class TLabelImage >

static Pointer otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::New ( )

static

Method for creation through the object factory.

SetConnectedComponentExpression()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual void otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::SetConnectedComponentExpression ( const char *  _arg )

virtual

SetMaskExpression()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual void otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::SetMaskExpression ( const char *  _arg )

virtual

SetMeanShiftFilter()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual void otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::SetMeanShiftFilter ( MeanShiftFilterType *  _arg )

virtual

SetMinimumObjectSize()

template<class TVInputImage , class TMaskImage , class TLabelImage >

virtual void otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::SetMinimumObjectSize ( ObjectSizeType  _arg )

virtual

Member Data Documentation

InputImageDimension

template<class TVInputImage , class TMaskImage , class TLabelImage >

const unsigned int otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::InputImageDimension = TVInputImage::ImageDimension

static

ImageDimension constants

Definition at line 87 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

m_ConnectedComponentExpression

template<class TVInputImage , class TMaskImage , class TLabelImage >

std::string otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::m_ConnectedComponentExpression

private

Definition at line 141 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

m_MaskExpression

template<class TVInputImage , class TMaskImage , class TLabelImage >

std::string otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::m_MaskExpression

private

Definition at line 140 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

m_MeanShiftFilter

template<class TVInputImage , class TMaskImage , class TLabelImage >

MeanShiftFilterPointerType otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::m_MeanShiftFilter

private

Definition at line 136 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

m_MinimumObjectSize

template<class TVInputImage , class TMaskImage , class TLabelImage >

ObjectSizeType otb::MeanShiftConnectedComponentSegmentationFilter< TVInputImage, TMaskImage, TLabelImage >::m_MinimumObjectSize

private

Definition at line 139 of file otbMeanShiftConnectedComponentSegmentationFilter.h.

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

• otbMeanShiftConnectedComponentSegmentationFilter.h
• otbMeanShiftConnectedComponentSegmentationFilter.hxx