#include <itkGPUDenseFiniteDifferenceImageFilter.h>

Detailed Description

template<typename TInputImage, typename TOutputImage, typename TParentImageFilter = DenseFiniteDifferenceImageFilter<TInputImage, TOutputImage>>
class itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >

This is the GPU version of DenseFiniteDifferenceImageFilter class. Currently only single-threaded, single GPU version is implemented. See documentation for FiniteDifferenceImageFilter for an overview of the iterative finite difference algorithm:

: \(u_{\mathbf{i}}^{n+1}=u^n_{\mathbf{i}}+\Delta u^n_{\mathbf{i}}\Delta t\)

: This class defines an update buffer for \( \Delta \) and the methods GPUCalculateChange() and GPUApplyUpdate(), which are GPU version of CalculateChange() and ApplyUpdate().

Use m_UpdateBuffer defined in CPU superclass (DenseFiniteDifferenceImageFilter).

How to use this class: This filter can be used as a base class for GPU implementation of DenseFiniteDifferenceImageFilter.

Definition at line 55 of file itkGPUDenseFiniteDifferenceImageFilter.h.

Inheritance diagram for itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >:

Collaboration diagram for itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >:

Public Types
using	ConstPointer = SmartPointer< const Self >

using	CPUSuperclass = TParentImageFilter

using	FiniteDifferenceFunctionType = typename GPUSuperclass::FiniteDifferenceFunctionType

using	GPUSuperclass = GPUFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >

using	InputImageType = typename GPUSuperclass::InputImageType

using	OutputImageType = typename GPUSuperclass::OutputImageType

using	PixelType = typename GPUSuperclass::PixelType

using	Pointer = SmartPointer< Self >

using	Self = GPUDenseFiniteDifferenceImageFilter

using	TimeStepType = typename GPUSuperclass::TimeStepType

using	UpdateBufferType = OutputImageType

Public Types inherited from itk::GPUFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
using	ConstPointer = SmartPointer< const Self >

using	CPUSuperclass = TParentImageFilter

using	FiniteDifferenceFunctionType = typename GPUFiniteDifferenceFunction< TOutputImage >::DifferenceFunctionType

using	GPUSuperclass = GPUInPlaceImageFilter< TInputImage, TOutputImage, TParentImageFilter >

using	InputImageType = TInputImage

using	InputPixelType = typename TInputImage::PixelType

using	InputPixelValueType = typename NumericTraits< InputPixelType >::ValueType

using	NeighborhoodScalesType = typename FiniteDifferenceFunctionType::NeighborhoodScalesType

using	OutputImageType = TOutputImage

using	OutputPixelType = typename TOutputImage::PixelType

using	OutputPixelValueType = typename NumericTraits< OutputPixelType >::ValueType

using	PixelType = OutputPixelType

using	Pointer = SmartPointer< Self >

using	RadiusType = typename FiniteDifferenceFunctionType::RadiusType

using	Self = GPUFiniteDifferenceImageFilter

using	TimeStepType = typename FiniteDifferenceFunctionType::TimeStepType

Public Types inherited from itk::GPUInPlaceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
using	ConstPointer = SmartPointer< const Self >

using	CPUSuperclass = TParentImageFilter

using	GPUSuperclass = GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >

using	InputImageConstPointer = typename InputImageType::ConstPointer

using	InputImagePixelType = typename InputImageType::PixelType

using	InputImagePointer = typename InputImageType::Pointer

using	InputImageRegionType = typename InputImageType::RegionType

using	InputImageType = TInputImage

using	OutputImagePixelType = typename GPUSuperclass::OutputImagePixelType

using	OutputImagePointer = typename GPUSuperclass::OutputImagePointer

using	OutputImageRegionType = typename GPUSuperclass::OutputImageRegionType

using	OutputImageType = typename GPUSuperclass::OutputImageType

using	Pointer = SmartPointer< Self >

using	Self = GPUInPlaceImageFilter

Public Types inherited from itk::GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >
using	ConstPointer = SmartPointer< const Self >

using	InputImageConstPointer = typename InputImageType::ConstPointer

using	InputImagePixelType = typename InputImageType::PixelType

using	InputImagePointer = typename InputImageType::Pointer

using	InputImageRegionType = typename InputImageType::RegionType

using	InputImageType = TInputImage

using	Pointer = SmartPointer< Self >

using	Self = GPUImageToImageFilter

using	Superclass = TParentImageFilter

Public Member Functions
const char *	GetNameOfClass () const override

	itkGetOpenCLSourceFromKernelMacro (GPUDenseFiniteDifferenceImageFilterKernel)

Public Member Functions inherited from itk::GPUFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
const FiniteDifferenceFunctionType::Pointer &	GetDifferenceFunction () const override

const char *	GetNameOfClass () const override

void	SetStateToInitialized ()

void	SetStateToUninitialized ()

void	SetDifferenceFunction (FiniteDifferenceFunctionType *differenceFunction) override

virtual void	SetState (GPUFiniteDifferenceFilterEnum _arg)

virtual const GPUFiniteDifferenceFilterEnum &	GetState () const

virtual const TimeProbe &	GetInitTime () const

virtual const TimeProbe &	GetComputeUpdateTime () const

virtual const TimeProbe &	GetApplyUpdateTime () const

virtual const TimeProbe &	GetSmoothFieldTime () const

Public Member Functions inherited from itk::GPUInPlaceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
const char *	GetNameOfClass () const override

Public Member Functions inherited from itk::GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >
void	GenerateData () override

virtual bool	GetGPUEnabled () const

const char *	GetNameOfClass () const override

virtual void	GPUEnabledOn ()

virtual void	GraftOutput (const DataObjectIdentifierType &key, typename itk::GPUTraits< TOutputImage >::Type *output)

virtual void	GraftOutput (typename itk::GPUTraits< TOutputImage >::Type *output)

virtual void	SetGPUEnabled (bool _arg)

Static Public Attributes
static constexpr unsigned int	ImageDimension = GPUSuperclass::ImageDimension

Static Public Attributes inherited from itk::GPUFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
static constexpr unsigned int	ImageDimension = OutputImageType::ImageDimension

Static Public Attributes inherited from itk::GPUInPlaceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
static constexpr unsigned int	InputImageDimension = TInputImage::ImageDimension

static constexpr unsigned int	OutputImageDimension = TOutputImage::ImageDimension

Static Public Attributes inherited from itk::GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >
static constexpr unsigned int	InputImageDimension = TInputImage::ImageDimension

static constexpr unsigned int	OutputImageDimension = TOutputImage::ImageDimension

Protected Member Functions
void	AllocateUpdateBuffer () override

void	ApplyUpdate (const TimeStepType &dt) override

void	CopyInputToOutput () override

UpdateBufferType *	GetUpdateBuffer () override

void	GPUApplyUpdate (const TimeStepType &dt) override

TimeStepType	GPUCalculateChange () override

	GPUDenseFiniteDifferenceImageFilter ()

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

	~GPUDenseFiniteDifferenceImageFilter () override=default

Protected Member Functions inherited from itk::GPUFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
void	GenerateInputRequestedRegion () override

virtual void	GPUApplyUpdate (const TimeStepType &dt)=0

	GPUFiniteDifferenceImageFilter ()

void	GPUGenerateData () override

bool	Halt () override

void	Initialize () override

void	InitializeIteration () override

void	PostProcessOutput () override

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

TimeStepType	ResolveTimeStep (const std::vector< TimeStepType > &timeStepList, const BooleanStdVectorType &valid) const override

bool	ThreadedHalt (void *) override

	~GPUFiniteDifferenceImageFilter () override

Protected Member Functions inherited from itk::GPUInPlaceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
void	AllocateOutputs () override

	GPUInPlaceImageFilter ()

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

	~GPUInPlaceImageFilter () override

void	ReleaseInputs () override

Protected Member Functions inherited from itk::GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >
	GPUImageToImageFilter ()

void	GraftOutput (const DataObjectIdentifierType &key, DataObject *output) override

void	GraftOutput (DataObject *output) override

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

	~GPUImageToImageFilter () override

Protected Attributes
int	m_ApplyUpdateGPUKernelHandle {}

Protected Attributes inherited from itk::GPUFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
TimeProbe	m_ApplyUpdateTime

TimeProbe	m_ComputeUpdateTime

TimeProbe	m_InitTime

TimeProbe	m_SmoothFieldTime {}

Protected Attributes inherited from itk::GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >
GPUKernelManager::Pointer	m_GPUKernelManager {}

Additional Inherited Members
Static Public Member Functions inherited from itk::GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >
static Pointer	New ()