Randomly samples voxels from a label image using configurable strategies. More...

#include <mitkRandomImageSampler.h>

Inheritance diagram for mitk::RandomImageSampler:

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Collaboration diagram for mitk::RandomImageSampler:

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Public Member Functions
	mitkClassMacro (RandomImageSampler, ImageToImageFilter)

Pointer	Clone () const

virtual void	SetSamplingMode (RandomImageSamplerMode _arg)

virtual RandomImageSamplerMode	GetSamplingMode () const

virtual void	SetAcceptanceRate (double _arg)

virtual double	GetAcceptanceRate () const

void	SetAcceptanceRateVector (std::vector< double > arg)
	Set per-class acceptance rates for CLASS_DEPENDEND_ACCEPTANCE_RATE mode. More...

virtual std::vector< double >	GetAcceptanceRateVector () const

virtual void	SetNumberOfSamples (unsigned int _arg)

virtual unsigned int	GetNumberOfSamples () const

void	SetNumberOfSamplesVector (std::vector< unsigned int > arg)
	Set per-class sample counts for CLASS_DEPENDEND_NUMBER_OF_ACCEPTANCE mode. More...

virtual std::vector< unsigned int >	GetNumberOfSamplesVector () const

Public Member Functions inherited from mitk::ImageToImageFilter
	mitkClassMacro (ImageToImageFilter, ImageSource)

Pointer	Clone () const

virtual void	SetInput (const InputImageType *image)
	Set the image input of this process object. More...

virtual void	SetInput (unsigned int idx, const InputImageType *image)
	Set the image input at the specified index. More...

InputImageType *	GetInput (void)
	Get the input image (non-const). More...

InputImageType *	GetInput (unsigned int idx)
	Get the input image at the specified index (non-const). More...

const InputImageType *	GetInput (void) const
	Get the input image (const). More...

const InputImageType *	GetInput (unsigned int idx) const
	Get the input image at the specified index (const). More...

Public Member Functions inherited from mitk::ImageSource
	mitkClassMacro (ImageSource, BaseDataSource)

Pointer	Clone () const

mitkBaseDataSourceGetOutputDeclarations itk::DataObject::Pointer	MakeOutput (DataObjectPointerArraySizeType idx) override
	Get the output data of this image source object. More...

itk::DataObject::Pointer	MakeOutput (const DataObjectIdentifierType &name) override

virtual vtkImageData *	GetVtkImageData ()
	Get the output as VTK image data (non-const version). More...

virtual const vtkImageData *	GetVtkImageData () const
	Get the output as VTK image data (const version). More...

Public Member Functions inherited from mitk::BaseDataSource
	mitkClassMacroItkParent (BaseDataSource, itk::ProcessObject)

OutputType *	GetOutput ()

const OutputType *	GetOutput () const

OutputType *	GetOutput (DataObjectPointerArraySizeType idx)

const OutputType *	GetOutput (DataObjectPointerArraySizeType idx) const

virtual void	GraftOutput (OutputType *output)
	Graft the specified BaseData onto this BaseDataSource's output. More...

virtual void	GraftOutput (const DataObjectIdentifierType &key, OutputType *output)
	Graft the specified base data object onto a named output. More...

virtual void	GraftNthOutput (unsigned int idx, OutputType *output)
	Graft the specified base data object onto this BaseDataSource's idx'th output. More...

bool	Updating () const
	Check whether the pipeline is currently executing. More...

Static Public Member Functions
static Pointer	New ()

Static Public Member Functions inherited from mitk::ImageToImageFilter
static Pointer	New ()
	Method for creation through the object factory. More...

Static Public Member Functions inherited from mitk::ImageSource
static Pointer	New ()
	Method for creation through the object factory. More...

Additional Inherited Members
Public Types inherited from mitk::ImageToImageFilter
typedef Superclass::OutputImageRegionType	OutputImageRegionType
	Superclass typedefs. More...

typedef mitk::Image	InputImageType
	Some convenient typedefs. More...

typedef InputImageType::Pointer	InputImagePointer

typedef InputImageType::ConstPointer	InputImageConstPointer

typedef SlicedData::RegionType	InputImageRegionType

Public Types inherited from mitk::ImageSource
typedef mitk::Image	OutputImageType
	Some convenient typedefs. More...

typedef OutputImageType	OutputType

typedef OutputImageType::Pointer	OutputImagePointer

typedef SlicedData::RegionType	OutputImageRegionType

Public Types inherited from mitk::BaseDataSource
typedef BaseData	OutputType
	Output data type. More...

typedef itk::DataObject::DataObjectIdentifierType	DataObjectIdentifierType
	Identifier type for named data objects. More...

Protected Member Functions inherited from mitk::ImageToImageFilter
	ImageToImageFilter ()

	~ImageToImageFilter () override

void	PrintSelf (std::ostream &os, itk::Indent indent) const override
	Print self information to the given stream. More...

void	GenerateInputRequestedRegion () override
	Determine the input requested region to produce the output requested region. More...

Protected Member Functions inherited from mitk::ImageSource
	ImageSource ()

	~ImageSource () override

void	GenerateData () override
	A version of GenerateData() specific for image processing filters. More...

virtual void	ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, itk::ThreadIdType threadId)
	If an imaging filter can be implemented as a multithreaded algorithm, the filter will provide an implementation of ThreadedGenerateData(). More...

void	PrepareOutputs () override
	This method is intentionally left blank. More...

virtual void	AllocateOutputs ()
	The GenerateData method normally allocates the buffers for all of the outputs of a filter. More...

virtual void	BeforeThreadedGenerateData ()
	If an imaging filter needs to perform processing after the buffer has been allocated but before threads are spawned, the filter can provide an implementation for BeforeThreadedGenerateData(). More...

virtual void	AfterThreadedGenerateData ()
	If an imaging filter needs to perform processing after all processing threads have completed, the filter can provide an implementation for AfterThreadedGenerateData(). More...

virtual unsigned int	SplitRequestedRegion (unsigned int i, unsigned int num, OutputImageRegionType &splitRegion)
	Split the output's RequestedRegion into "num" pieces, returning region "i" as "splitRegion". More...

Protected Member Functions inherited from mitk::BaseDataSource
	BaseDataSource ()
	Constructor. More...

	~BaseDataSource () override
	Destructor. More...

Static Protected Member Functions inherited from mitk::ImageSource
static itk::ITK_THREAD_RETURN_TYPE	ThreaderCallback (void *arg)
	Static function used as a "callback" by the MultiThreader. More...

Static Protected Member Functions inherited from mitk::BaseDataSource
static Pointer	New ()

Detailed Description

Randomly samples voxels from a label image using configurable strategies.

This filter produces a sub-sampled version of a label image. It supports four sampling modes: single acceptance rate, class-dependent acceptance rate, fixed number of samples, and class-dependent fixed number of samples.

Definition at line 40 of file mitkRandomImageSampler.h.

Member Function Documentation

◆ Clone()

Pointer mitk::RandomImageSampler::Clone ( ) const

◆ GetAcceptanceRate()

virtual double mitk::RandomImageSampler::GetAcceptanceRate ( ) const

virtual

◆ GetAcceptanceRateVector()

virtual std::vector<double> mitk::RandomImageSampler::GetAcceptanceRateVector ( ) const

virtual

◆ GetNumberOfSamples()

virtual unsigned int mitk::RandomImageSampler::GetNumberOfSamples ( ) const

virtual

◆ GetNumberOfSamplesVector()

virtual std::vector<unsigned int> mitk::RandomImageSampler::GetNumberOfSamplesVector ( ) const

virtual

◆ GetSamplingMode()

virtual RandomImageSamplerMode mitk::RandomImageSampler::GetSamplingMode ( ) const

virtual

◆ mitkClassMacro()

mitk::RandomImageSampler::mitkClassMacro	(	RandomImageSampler	,
		ImageToImageFilter
	)

◆ New()

static Pointer mitk::RandomImageSampler::New ( )

static

◆ SetAcceptanceRate()

virtual void mitk::RandomImageSampler::SetAcceptanceRate ( double _arg )

virtual

◆ SetAcceptanceRateVector()

void mitk::RandomImageSampler::SetAcceptanceRateVector ( std::vector< double > arg )

inline

Set per-class acceptance rates for CLASS_DEPENDEND_ACCEPTANCE_RATE mode.

Parameters

arg	Vector of acceptance rates, one per class label.

Definition at line 57 of file mitkRandomImageSampler.h.

◆ SetNumberOfSamples()

virtual void mitk::RandomImageSampler::SetNumberOfSamples ( unsigned int _arg )

virtual

◆ SetNumberOfSamplesVector()

void mitk::RandomImageSampler::SetNumberOfSamplesVector ( std::vector< unsigned int > arg )

inline

Set per-class sample counts for CLASS_DEPENDEND_NUMBER_OF_ACCEPTANCE mode.

Parameters

arg	Vector of sample counts, one per class label.

Definition at line 71 of file mitkRandomImageSampler.h.

◆ SetSamplingMode()

virtual void mitk::RandomImageSampler::SetSamplingMode ( RandomImageSamplerMode _arg )

virtual

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

mitkRandomImageSampler.h

Public Member Functions

Static Public Member Functions

Additional Inherited Members

Detailed Description

Member Function Documentation

◆ Clone()

◆ GetAcceptanceRate()

◆ GetAcceptanceRateVector()

◆ GetNumberOfSamples()

◆ GetNumberOfSamplesVector()

◆ GetSamplingMode()

◆ mitkClassMacro()

◆ New()

◆ SetAcceptanceRate()

◆ SetAcceptanceRateVector()

◆ SetNumberOfSamples()

◆ SetNumberOfSamplesVector()

◆ SetSamplingMode()