#include <itkGPUGradientAnisotropicDiffusionImageFilter.h>

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

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

Detailed Description

template<typename TInputImage, typename TOutputImage, typename TParentImageFilter = GradientAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >>
class itk::GPUGradientAnisotropicDiffusionImageFilter< TInputImage, TOutputImage, TParentImageFilter >

This filter performs anisotropic diffusion on a scalar itk::Image using the classic Perona-Malik, gradient magnitude based equation implemented in itkGradientNDAnisotropicDiffusionFunction. For detailed information on anisotropic diffusion, see itkAnisotropicDiffusionFunction and itkGradientNDAnisotropicDiffusionFunction.

Inputs and Outputs: The input to this filter should be a scalar itk::Image of any dimensionality. The output image will be a diffused copy of the input.

Parameters: Please see the description of parameters given in itkAnisotropicDiffusionImageFilter.

Definition at line 48 of file itkGPUGradientAnisotropicDiffusionImageFilter.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef GPUAnisotropicDiffusionImageFilter < TInputImage, TOutputImage, TParentImageFilter >	GPUSuperclass

typedef SmartPointer< Self >	Pointer

typedef GPUGradientAnisotropicDiffusionImageFilter	Self

typedef GPUSuperclass::UpdateBufferType	UpdateBufferType

Public Types inherited from itk::GPUAnisotropicDiffusionImageFilter< TInputImage, TOutputImage, TParentImageFilter >
typedef SmartPointer< const Self >	ConstPointer

typedef AnisotropicDiffusionImageFilter < TInputImage, TOutputImage >	CPUSuperclass

typedef GPUDenseFiniteDifferenceImageFilter < TInputImage, TOutputImage, TParentImageFilter >	GPUSuperclass

typedef GPUSuperclass::InputImageType	InputImageType

typedef GPUSuperclass::OutputImageType	OutputImageType

typedef GPUSuperclass::PixelType	PixelType

typedef SmartPointer< Self >	Pointer

typedef GPUAnisotropicDiffusionImageFilter	Self

typedef GPUSuperclass::TimeStepType	TimeStepType

typedef GPUSuperclass::UpdateBufferType	UpdateBufferType

Public Types inherited from itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
typedef SmartPointer< const Self >	ConstPointer

typedef TParentImageFilter	CPUSuperclass

typedef GPUSuperclass::FiniteDifferenceFunctionType	FiniteDifferenceFunctionType

typedef GPUFiniteDifferenceImageFilter < TInputImage, TOutputImage, TParentImageFilter >	GPUSuperclass

typedef GPUSuperclass::InputImageType	InputImageType

typedef GPUSuperclass::OutputImageType	OutputImageType

typedef GPUSuperclass::PixelType	PixelType

typedef SmartPointer< Self >	Pointer

typedef GPUDenseFiniteDifferenceImageFilter	Self

typedef GPUSuperclass::TimeStepType	TimeStepType

typedef OutputImageType	UpdateBufferType

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

typedef TParentImageFilter	CPUSuperclass

enum	FilterStateType { UNINITIALIZED = 0, INITIALIZED = 1 }

typedef GPUFiniteDifferenceFunction < TOutputImage > ::DifferenceFunctionType	FiniteDifferenceFunctionType

typedef GPUInPlaceImageFilter < TInputImage, TOutputImage, TParentImageFilter >	GPUSuperclass

typedef TInputImage	InputImageType

typedef TInputImage::PixelType	InputPixelType

typedef NumericTraits < InputPixelType >::ValueType	InputPixelValueType

typedef FiniteDifferenceFunctionType::NeighborhoodScalesType	NeighborhoodScalesType

typedef TOutputImage	OutputImageType

typedef TOutputImage::PixelType	OutputPixelType

typedef NumericTraits < OutputPixelType >::ValueType	OutputPixelValueType

typedef OutputPixelType	PixelType

typedef SmartPointer< Self >	Pointer

typedef FiniteDifferenceFunctionType::RadiusType	RadiusType

typedef GPUFiniteDifferenceImageFilter	Self

typedef FiniteDifferenceFunctionType::TimeStepType	TimeStepType

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

typedef TParentImageFilter	CPUSuperclass

typedef GPUImageToImageFilter < TInputImage, TOutputImage, TParentImageFilter >	GPUSuperclass

typedef InputImageType::ConstPointer	InputImageConstPointer

typedef InputImageType::PixelType	InputImagePixelType

typedef InputImageType::Pointer	InputImagePointer

typedef InputImageType::RegionType	InputImageRegionType

typedef TInputImage	InputImageType

typedef GPUSuperclass::OutputImagePixelType	OutputImagePixelType

typedef GPUSuperclass::OutputImagePointer	OutputImagePointer

typedef GPUSuperclass::OutputImageRegionType	OutputImageRegionType

typedef GPUSuperclass::OutputImageType	OutputImageType

typedef SmartPointer< Self >	Pointer

typedef GPUInPlaceImageFilter	Self

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

typedef Superclass::DataObjectIdentifierType	DataObjectIdentifierType

typedef InputImageType::ConstPointer	InputImageConstPointer

typedef InputImageType::PixelType	InputImagePixelType

typedef InputImageType::Pointer	InputImagePointer

typedef InputImageType::RegionType	InputImageRegionType

typedef TInputImage	InputImageType

typedef Superclass::OutputImagePixelType	OutputImagePixelType

typedef Superclass::OutputImageRegionType	OutputImageRegionType

typedef SmartPointer< Self >	Pointer

typedef GPUImageToImageFilter	Self

typedef TParentImageFilter	Superclass

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

virtual const char *	GetNameOfClass () const

Public Member Functions inherited from itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
	itkGetOpenCLSourceFromKernelMacro (GPUDenseFiniteDifferenceImageFilterKernel)

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

void	SetStateToInitialized ()

void	SetStateToUninitialized ()

virtual void	SetDifferenceFunction (FiniteDifferenceFunctionType *differenceFunction) override

virtual void	SetState (FilterStateType _arg)

virtual const FilterStateType &	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::GPUImageToImageFilter< TInputImage, TOutputImage, TParentImageFilter >
virtual ::itk::LightObject::Pointer	CreateAnother () const

void	GenerateData () override

virtual bool	GetGPUEnabled () const

virtual void	GPUEnabledOff ()

virtual void	GPUEnabledOn ()

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

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

virtual void	SetGPUEnabled (bool _arg)

Static Public Member Functions
static Pointer	New ()

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

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

Static Public Attributes inherited from itk::GPUAnisotropicDiffusionImageFilter< TInputImage, TOutputImage, TParentImageFilter >
static const unsigned int	ImageDimension = GPUSuperclass::ImageDimension

Static Public Attributes inherited from itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
static const unsigned int	ImageDimension = GPUSuperclass::ImageDimension

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

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

static const unsigned int	OutputImageDimension = TOutputImage::ImageDimension

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

static const unsigned int	OutputImageDimension = TOutputImage::ImageDimension

Protected Member Functions
	GPUGradientAnisotropicDiffusionImageFilter ()

	~GPUGradientAnisotropicDiffusionImageFilter () override

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

virtual void	InitializeIteration () override

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

	~GPUAnisotropicDiffusionImageFilter () override

Protected Member Functions inherited from itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
virtual void	AllocateUpdateBuffer () override

virtual void	ApplyUpdate (const TimeStepType &dt) override

virtual void	CopyInputToOutput () override

virtual UpdateBufferType *	GetUpdateBuffer () override

virtual void	GPUApplyUpdate (const TimeStepType &dt) override

virtual TimeStepType	GPUCalculateChange () override

	GPUDenseFiniteDifferenceImageFilter ()

	~GPUDenseFiniteDifferenceImageFilter () override

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

virtual void	GPUApplyUpdate (const TimeStepType &dt)=0

	GPUFiniteDifferenceImageFilter ()

virtual void	GPUGenerateData () override

virtual bool	Halt () override

virtual void	Initialize () override

virtual void	PostProcessOutput () override

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

virtual bool	ThreadedHalt (void *) override

	~GPUFiniteDifferenceImageFilter () override

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

	GPUInPlaceImageFilter ()

virtual void	ReleaseInputs () override

	~GPUInPlaceImageFilter () override

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

virtual void	GraftOutput (DataObject *output) override

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

	~GPUImageToImageFilter () override

Additional Inherited Members
Protected Attributes inherited from itk::GPUDenseFiniteDifferenceImageFilter< TInputImage, TOutputImage, TParentImageFilter >
int	m_ApplyUpdateGPUKernelHandle

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

TimeProbe	m_ComputeUpdateTime

TimeProbe	m_InitTime

bool	m_ManualReinitialization

double	m_MaximumRMSError

double	m_RMSChange

TimeProbe	m_SmoothFieldTime

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