ITK  5.2.0
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itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage > Class Template Reference
Data Processing Objects » Filters » Image FiltersGroup Core » | Module ITKFiniteDifference

#include <itkDenseFiniteDifferenceImageFilter.h>

+ Inheritance diagram for itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >:
+ Collaboration diagram for itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >:

Classes

struct  DenseFDThreadStruct
 

Public Types

using ConstPointer = SmartPointer< const Self >
 
using FiniteDifferenceFunctionType = typename Superclass::FiniteDifferenceFunctionType
 
using InputImageType = typename Superclass::InputImageType
 
using OutputImageType = typename Superclass::OutputImageType
 
using PixelType = typename Superclass::PixelType
 
using Pointer = SmartPointer< Self >
 
using Self = DenseFiniteDifferenceImageFilter
 
using Superclass = FiniteDifferenceImageFilter< TInputImage, TOutputImage >
 
using TimeStepType = typename Superclass::TimeStepType
 
using UpdateBufferType = OutputImageType
 
- Public Types inherited from itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >
using ConstPointer = SmartPointer< const Self >
 
using FiniteDifferenceFunctionType = FiniteDifferenceFunction< TOutputImage >
 
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 = FiniteDifferenceImageFilter
 
using Superclass = InPlaceImageFilter< TInputImage, TOutputImage >
 
using TimeStepType = typename FiniteDifferenceFunctionType::TimeStepType
 
- Public Types inherited from itk::InPlaceImageFilter< TInputImage, TOutputImage >
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 OutputImagePixelType = typename Superclass::OutputImagePixelType
 
using OutputImagePointer = typename Superclass::OutputImagePointer
 
using OutputImageRegionType = typename Superclass::OutputImageRegionType
 
using OutputImageType = typename Superclass::OutputImageType
 
using Pointer = SmartPointer< Self >
 
using Self = InPlaceImageFilter
 
using Superclass = ImageToImageFilter< TInputImage, TOutputImage >
 
- Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
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 OutputImagePixelType = typename Superclass::OutputImagePixelType
 
using OutputImageRegionType = typename Superclass::OutputImageRegionType
 
using Pointer = SmartPointer< Self >
 
using Self = ImageToImageFilter
 
using Superclass = ImageSource< TOutputImage >
 
- Public Types inherited from itk::ImageSource< TOutputImage >
using ConstPointer = SmartPointer< const Self >
 
using DataObjectIdentifierType = Superclass::DataObjectIdentifierType
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArraySizeType = Superclass::DataObjectPointerArraySizeType
 
using OutputImagePixelType = typename OutputImageType::PixelType
 
using OutputImagePointer = typename OutputImageType::Pointer
 
using OutputImageRegionType = typename OutputImageType::RegionType
 
using OutputImageType = TOutputImage
 
using Pointer = SmartPointer< Self >
 
using Self = ImageSource
 
using Superclass = ProcessObject
 
- Public Types inherited from itk::ProcessObject
using ConstPointer = SmartPointer< const Self >
 
using DataObjectIdentifierType = DataObject::DataObjectIdentifierType
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArray = std::vector< DataObjectPointer >
 
using DataObjectPointerArraySizeType = DataObjectPointerArray::size_type
 
using MultiThreaderType = MultiThreaderBase
 
using NameArray = std::vector< DataObjectIdentifierType >
 
using Pointer = SmartPointer< Self >
 
using Self = ProcessObject
 
using Superclass = Object
 
- Public Types inherited from itk::Object
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = Object
 
using Superclass = LightObject
 
- Public Types inherited from itk::LightObject
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = LightObject
 

Public Member Functions

virtual const char * GetNameOfClass () const
 
- Public Member Functions inherited from itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >
virtual const FiniteDifferenceFunctionType ::Pointer & GetDifferenceFunction () const
 
virtual const IdentifierType & GetElapsedIterations () const
 
virtual void SetDifferenceFunction (FiniteDifferenceFunctionType *_arg)
 
virtual void SetNumberOfIterations (IdentifierType _arg)
 
virtual const IdentifierType & GetNumberOfIterations () const
 
virtual void SetUseImageSpacing (bool _arg)
 
virtual void UseImageSpacingOn ()
 
virtual void UseImageSpacingOff ()
 
virtual const bool & GetUseImageSpacing () const
 
virtual void SetMaximumRMSError (double _arg)
 
virtual const double & GetMaximumRMSError () const
 
virtual void SetRMSChange (double _arg)
 
virtual const double & GetRMSChange () const
 
virtual void SetManualReinitialization (bool _arg)
 
virtual const bool & GetManualReinitialization () const
 
virtual void ManualReinitializationOn ()
 
virtual void ManualReinitializationOff ()
 
virtual void SetIsInitialized (bool _arg)
 
virtual bool GetIsInitialized ()
 
void SetStateToUninitialized ()
 
void SetStateToInitialized ()
 
- Public Member Functions inherited from itk::InPlaceImageFilter< TInputImage, TOutputImage >
virtual void SetInPlace (bool _arg)
 
virtual bool GetInPlace () const
 
virtual void InPlaceOn ()
 
virtual void InPlaceOff ()
 
virtual bool CanRunInPlace () const
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
const InputImageType * GetInput () const
 
const InputImageType * GetInput (unsigned int idx) const
 
void PopBackInput () override
 
void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *input)
 
virtual void PushFrontInput (const InputImageType *input)
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetInput (const InputImageType *input)
 
virtual void SetInput (unsigned int, const TInputImage *image)
 
virtual void SetCoordinateTolerance (double _arg)
 
virtual double GetCoordinateTolerance () const
 
virtual void SetDirectionTolerance (double _arg)
 
virtual double GetDirectionTolerance () const
 
- Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageType * GetOutput ()
 
const OutputImageType * GetOutput () const
 
OutputImageType * GetOutput (unsigned int idx)
 
virtual void GraftOutput (DataObject *graft)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *graft)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *graft)
 
ProcessObject::DataObjectPointer MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
ProcessObject::DataObjectPointer MakeOutput (const ProcessObject::DataObjectIdentifierType &) override
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual DataObjectPointerArraySizeType GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual float GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
void IncrementProgress (float increment)
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
virtual void SetReleaseDataFlag (bool val)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfWorkUnits (ThreadIdType _arg)
 
virtual const ThreadIdType & GetNumberOfWorkUnits () const
 
MultiThreaderType * GetMultiThreader () const
 
void SetMultiThreader (MultiThreaderType *threader)
 
virtual void PrepareOutputs ()
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
unsigned long AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const
 
LightObject::Pointer CreateAnother () const override
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
Command * GetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionary & GetMetaDataDictionary ()
 
const MetaDataDictionary & GetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStamp & GetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetReferenceCount (int) override
 
void UnRegister () const noexcept override
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
void SetMetaDataDictionary (MetaDataDictionary &&rrhs)
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- Public Member Functions inherited from itk::LightObject
Pointer Clone () const
 
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
void Print (std::ostream &os, Indent indent=0) const
 

Static Public Attributes

static constexpr unsigned int ImageDimension = Superclass::ImageDimension
 
- Static Public Attributes inherited from itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >
static constexpr unsigned int ImageDimension = OutputImageType::ImageDimension
 
- Static Public Attributes inherited from itk::InPlaceImageFilter< TInputImage, TOutputImage >
static constexpr unsigned int InputImageDimension = TInputImage::ImageDimension
 
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static constexpr unsigned int InputImageDimension = TInputImage::ImageDimension
 
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 

Protected Types

using ThreadRegionType = typename UpdateBufferType::RegionType
 
- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
using InputToOutputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::OutputImageDimension, Self::InputImageDimension >
 
using OutputToInputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::InputImageDimension, Self::OutputImageDimension >
 

Protected Member Functions

void AllocateUpdateBuffer () override
 
void ApplyUpdate (const TimeStepType &dt) override
 
TimeStepType CalculateChange () override
 
void CopyInputToOutput () override
 
 DenseFiniteDifferenceImageFilter ()
 
virtual UpdateBufferType * GetUpdateBuffer ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual void ThreadedApplyUpdate (const TimeStepType &dt, const ThreadRegionType &regionToProcess, ThreadIdType threadId)
 
virtual TimeStepType ThreadedCalculateChange (const ThreadRegionType &regionToProcess, ThreadIdType threadId)
 
 ~DenseFiniteDifferenceImageFilter () override=default
 
- Protected Member Functions inherited from itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >
 FiniteDifferenceImageFilter ()
 
 ~FiniteDifferenceImageFilter () override=default
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual void ApplyUpdate (const TimeStepType &dt)=0
 
void GenerateData () override
 
void GenerateInputRequestedRegion () override
 
virtual bool Halt ()
 
virtual bool ThreadedHalt (void *)
 
virtual void Initialize ()
 
virtual void InitializeIteration ()
 
virtual TimeStepType ResolveTimeStep (const std::vector< TimeStepType > &timeStepList, const std::vector< bool > &valid) const
 
virtual void SetElapsedIterations (IdentifierType _arg)
 
virtual void PostProcessOutput ()
 
- Protected Member Functions inherited from itk::InPlaceImageFilter< TInputImage, TOutputImage >
 InPlaceImageFilter ()=default
 
 ~InPlaceImageFilter () override=default
 
void AllocateOutputs () override
 
void ReleaseInputs () override
 
virtual bool GetRunningInPlace () const
 
- Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
 ImageToImageFilter ()
 
 ~ImageToImageFilter () override=default
 
void VerifyInputInformation () ITKv5_CONST override
 
virtual void CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
 
virtual void CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
 
void PushBackInput (const DataObject *input) override
 
void PushFrontInput (const DataObject *input) override
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
 ImageSource ()
 
 ~ImageSource () override=default
 
void ClassicMultiThread (ThreadFunctionType callbackFunction)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &region, ThreadIdType threadId)
 
virtual void DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)
 
virtual void BeforeThreadedGenerateData ()
 
virtual void AfterThreadedGenerateData ()
 
virtual const ImageRegionSplitterBase * GetImageRegionSplitter () const
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual bool GetDynamicMultiThreading () const
 
virtual void SetDynamicMultiThreading (bool _arg)
 
virtual void DynamicMultiThreadingOn ()
 
virtual void DynamicMultiThreadingOff ()
 
- Protected Member Functions inherited from itk::ProcessObject
 ProcessObject ()
 
 ~ProcessObject () override
 
DataObject * GetInput (const DataObjectIdentifierType &key)
 
const DataObject * GetInput (const DataObjectIdentifierType &key) const
 
DataObject * GetInput (DataObjectPointerArraySizeType idx)
 
const DataObject * GetInput (DataObjectPointerArraySizeType idx) const
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType idx, DataObject *input)
 
virtual void AddInput (DataObject *input)
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
DataObject * GetPrimaryInput ()
 
const DataObject * GetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName () const
 
virtual void SetPrimaryInput (DataObject *object)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual const DataObjectPointerArraySizeType & GetNumberOfRequiredInputs () const
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
void SetRequiredInputNames (const NameArray &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
void AddOptionalInputName (const DataObjectIdentifierType &)
 
void AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
DataObject * GetOutput (const DataObjectIdentifierType &key)
 
const DataObject * GetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName () const
 
DataObject * GetOutput (DataObjectPointerArraySizeType i)
 
const DataObject * GetOutput (DataObjectPointerArraySizeType i) const
 
virtual void SetOutput (const DataObjectIdentifierType &name, DataObject *output)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
DataObject * GetPrimaryOutput ()
 
const DataObject * GetPrimaryOutput () const
 
virtual void SetPrimaryOutput (DataObject *object)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output)
 
virtual void AddOutput (DataObject *output)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual const DataObjectPointerArraySizeType & GetNumberOfRequiredOutputs () const
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
virtual void VerifyPreconditions () ITKv5_CONST
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
virtual void GenerateOutputInformation ()
 
virtual void PropagateResetPipeline ()
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual bool GetThreaderUpdateProgress () const
 
virtual void ThreaderUpdateProgressOn ()
 
virtual void ThreaderUpdateProgressOff ()
 
virtual void SetThreaderUpdateProgress (bool arg)
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
 ~Object () override
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &timeStamp)
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 

Static Private Member Functions

static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION ApplyUpdateThreaderCallback (void *arg)
 
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION CalculateChangeThreaderCallback (void *arg)
 

Private Attributes

UpdateBufferType::Pointer m_UpdateBuffer
 

Additional Inherited Members

- Static Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static void SetGlobalDefaultDirectionTolerance (double)
 
static double GetGlobalDefaultDirectionTolerance ()
 
static void SetGlobalDefaultCoordinateTolerance (double)
 
static double GetGlobalDefaultCoordinateTolerance ()
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool val)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 
- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const ImageRegionSplitterBase * GetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION ThreaderCallback (void *arg)
 
- Static Protected Member Functions inherited from itk::ProcessObject
static constexpr float progressFixedToFloat (uint32_t fixed)
 
static uint32_t progressFloatToFixed (float f)
 
- Protected Attributes inherited from itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >
bool m_IsInitialized
 
IdentifierType m_NumberOfIterations
 
IdentifierType m_ElapsedIterations
 
bool m_ManualReinitialization
 
double m_RMSChange
 
double m_MaximumRMSError
 
- Protected Attributes inherited from itk::ImageSource< TOutputImage >
bool m_DynamicMultiThreading
 
- Protected Attributes inherited from itk::ProcessObject
bool m_Updating
 
TimeStamp m_OutputInformationMTime
 
- Protected Attributes inherited from itk::LightObject
std::atomic< int > m_ReferenceCount
 

Detailed Description

template<typename TInputImage, typename TOutputImage>
class itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >

This filter implements a layer of the finite difference solver hierarchy that performs "dense" iteration, ie. iteration over all pixels in the input and output at each change calculation and update step. Dense iteration is in contrast to a "sparse" iteration over a subset of the pixels. See documentation for FiniteDifferenceImageFilter for an overview of the iterative finite difference algorithm:

$u_{\mathbf{i}}^{n+1}=u^n_{\mathbf{i}}+\Delta u^n_{\mathbf{i}}\Delta t$
The generic code for performing iterations and updates at each time step is inherited from the parent class. This class defines an update buffer for $ \Delta $ and the methods CalculateChange() and ApplyUpdate(). These methods are designed to automatically thread their execution. $ \Delta $ is defined as an image of identical size and type as the output image.
As we descend through each layer in the hierarchy, we know more and more about the specific application of our filter. At this level, we have committed to iteration over each pixel in an image. We take advantage of that knowledge to multithread the iteration and update methods.
Inputs and Outputs
This is an image to image filter. The specific types of the images are not fixed at this level in the hierarchy.
How to use this class
This filter is only one layer in a branch the finite difference solver hierarchy. It does not define the function used in the CalculateChange() and it does not define the stopping criteria (Halt method). To use this class, subclass it to a specific instance that supplies a function and Halt() method.
See also
FiniteDifferenceImageFilter

Definition at line 69 of file itkDenseFiniteDifferenceImageFilter.h.

Member Typedef Documentation

◆ ConstPointer

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::ConstPointer = SmartPointer<const Self>

Definition at line 80 of file itkDenseFiniteDifferenceImageFilter.h.

◆ FiniteDifferenceFunctionType

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::FiniteDifferenceFunctionType = typename Superclass::FiniteDifferenceFunctionType

Definition at line 88 of file itkDenseFiniteDifferenceImageFilter.h.

◆ InputImageType

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::InputImageType = typename Superclass::InputImageType

Convenient type alias

Definition at line 86 of file itkDenseFiniteDifferenceImageFilter.h.

◆ OutputImageType

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::OutputImageType = typename Superclass::OutputImageType

Definition at line 87 of file itkDenseFiniteDifferenceImageFilter.h.

◆ PixelType

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::PixelType = typename Superclass::PixelType

The pixel type of the output image will be used in computations. Inherited from the superclass.

Definition at line 96 of file itkDenseFiniteDifferenceImageFilter.h.

◆ Pointer

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::Pointer = SmartPointer<Self>

Definition at line 79 of file itkDenseFiniteDifferenceImageFilter.h.

◆ Self

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::Self = DenseFiniteDifferenceImageFilter

Standard class type aliases

Definition at line 76 of file itkDenseFiniteDifferenceImageFilter.h.

◆ Superclass

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::Superclass = FiniteDifferenceImageFilter<TInputImage, TOutputImage>

Definition at line 77 of file itkDenseFiniteDifferenceImageFilter.h.

◆ ThreadRegionType

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::ThreadRegionType = typename UpdateBufferType::RegionType
protected

The type of region used for multithreading

Definition at line 151 of file itkDenseFiniteDifferenceImageFilter.h.

◆ TimeStepType

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::TimeStepType = typename Superclass::TimeStepType

The value type of a time step. Inherited from the superclass.

Definition at line 99 of file itkDenseFiniteDifferenceImageFilter.h.

◆ UpdateBufferType

template<typename TInputImage, typename TOutputImage>
using itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::UpdateBufferType = OutputImageType

The container type for the update buffer.

Definition at line 102 of file itkDenseFiniteDifferenceImageFilter.h.

Constructor & Destructor Documentation

◆ DenseFiniteDifferenceImageFilter()

template<typename TInputImage, typename TOutputImage>
itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::DenseFiniteDifferenceImageFilter ( )
inlineprotected

Definition at line 114 of file itkDenseFiniteDifferenceImageFilter.h.

◆ ~DenseFiniteDifferenceImageFilter()

template<typename TInputImage, typename TOutputImage>
itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::~DenseFiniteDifferenceImageFilter ( )
overrideprotecteddefault

Member Function Documentation

◆ AllocateUpdateBuffer()

template<typename TInputImage, typename TOutputImage>
void itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::AllocateUpdateBuffer ( )
overrideprotectedvirtual

This method allocates storage in m_UpdateBuffer. It is called from Superclass::GenerateData().

Implements itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >.

◆ ApplyUpdate()

template<typename TInputImage, typename TOutputImage>
void itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::ApplyUpdate ( const TimeStepType &  dt)
overrideprotected

This method applies changes from the m_UpdateBuffer to the output using the ThreadedApplyUpdate() method and a multithreading mechanism. "dt" is the time step to use for the update of each pixel.

◆ ApplyUpdateThreaderCallback()

template<typename TInputImage, typename TOutputImage>
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::ApplyUpdateThreaderCallback ( void *  arg)
staticprivate

This callback method uses ImageSource::SplitRequestedRegion to acquire an output region that it passes to ThreadedApplyUpdate for processing.

◆ CalculateChange()

template<typename TInputImage, typename TOutputImage>
TimeStepType itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::CalculateChange ( )
overrideprotectedvirtual

This method populates an update buffer with changes for each pixel in the output using the ThreadedCalculateChange() method and a multithreading mechanism. Returns value is a time step to be used for the update.

Implements itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >.

◆ CalculateChangeThreaderCallback()

template<typename TInputImage, typename TOutputImage>
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::CalculateChangeThreaderCallback ( void *  arg)
staticprivate

This callback method uses SplitUpdateContainer to acquire a region which it then passes to ThreadedCalculateChange for processing.

◆ CopyInputToOutput()

template<typename TInputImage, typename TOutputImage>
void itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::CopyInputToOutput ( )
overrideprotectedvirtual

A simple method to copy the data from the input to the output. ( Supports "read-only" image adaptors in the case where the input image type converts to a different output image type. )

Implements itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >.

◆ GetNameOfClass()

template<typename TInputImage, typename TOutputImage>
virtual const char* itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::GetNameOfClass ( ) const
virtual

Run-time type information (and related methods)

Reimplemented from itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >.

Reimplemented in itk::CurvatureRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, TImageForceFunction >, itk::CurvatureFlowImageFilter< TInputImage, TOutputImage >, itk::LevelSetMotionRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >, itk::MinMaxCurvatureFlowImageFilter< TInputImage, TOutputImage >, itk::BinaryMinMaxCurvatureFlowImageFilter< TInputImage, TOutputImage >, itk::DiffeomorphicDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >, itk::FastSymmetricForcesDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >, itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >, itk::AnisotropicDiffusionImageFilter< TInputImage, TOutputImage >, itk::SymmetricForcesDemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >, itk::VectorCurvatureAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >, itk::VectorGradientAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >, itk::CurvatureAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >, and itk::GradientAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >.

◆ GetUpdateBuffer()

template<typename TInputImage, typename TOutputImage>
virtual UpdateBufferType* itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::GetUpdateBuffer ( )
inlineprotectedvirtual

Method to allow subclasses to get direct access to the update buffer

Definition at line 134 of file itkDenseFiniteDifferenceImageFilter.h.

◆ PrintSelf()

template<typename TInputImage, typename TOutputImage>
void itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
overrideprotectedvirtual

In place operation can be turned on and off. Asking for in-place operation, i.e. calling SetInplace(true) or InplaceOn(), will be effective only if CanRunInPlace also returns true. By default CanRunInPlace checks whether the input and output image type match.

Reimplemented from itk::InPlaceImageFilter< TInputImage, TOutputImage >.

Reimplemented in itk::CurvatureFlowImageFilter< TInputImage, TOutputImage >, itk::AnisotropicDiffusionImageFilter< TInputImage, TOutputImage >, itk::MinMaxCurvatureFlowImageFilter< TInputImage, TOutputImage >, and itk::BinaryMinMaxCurvatureFlowImageFilter< TInputImage, TOutputImage >.

◆ ThreadedApplyUpdate()

template<typename TInputImage, typename TOutputImage>
virtual void itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::ThreadedApplyUpdate ( const TimeStepType &  dt,
const ThreadRegionType &  regionToProcess,
ThreadIdType  threadId 
)
protectedvirtual

Does the actual work of updating the output from the UpdateContainer over an output region supplied by the multithreading mechanism.

See also
ApplyUpdate
ApplyUpdateThreaderCallback

◆ ThreadedCalculateChange()

template<typename TInputImage, typename TOutputImage>
virtual TimeStepType itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::ThreadedCalculateChange ( const ThreadRegionType &  regionToProcess,
ThreadIdType  threadId 
)
protectedvirtual

Does the actual work of calculating change over a region supplied by the multithreading mechanism.

See also
CalculateChange
CalculateChangeThreaderCallback

Member Data Documentation

◆ ImageDimension

template<typename TInputImage, typename TOutputImage>
constexpr unsigned int itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::ImageDimension = Superclass::ImageDimension
staticconstexpr

Dimensionality of input and output data is assumed to be the same. It is inherited from the superclass.

Definition at line 92 of file itkDenseFiniteDifferenceImageFilter.h.

◆ m_UpdateBuffer

template<typename TInputImage, typename TOutputImage>
UpdateBufferType::Pointer itk::DenseFiniteDifferenceImageFilter< TInputImage, TOutputImage >::m_UpdateBuffer
private

The buffer that holds the updates for an iteration of the algorithm.

Definition at line 189 of file itkDenseFiniteDifferenceImageFilter.h.

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