template<class TInputImage, class TClassifiedImage>
class itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >
The RGBGibbsPriorFilter applies Gibbs Prior model for the segmentation of MRF images.
The core of the method is based on the minimization of a Gibbsian energy function. This energy function f can be divided into three part: f = f_1 + f_2 + f_3; f_1 is related to the object homogeneity, f_2 is related to the boundary smoothness, f_3 is related to the constraint of the observation (or the noise model). The two force components f_1 and f_3 are minimized by the GradientEnergy method while f_2 is minized by the GibbsTotalEnergy method.
This filter only works with 3D images.
Definition at line 47 of file itkRGBGibbsPriorFilter.h.
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virtual ::itk::LightObject::Pointer | CreateAnother (void) const |
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LabelledImageType | GetLabelledImage () |
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virtual unsigned int | GetMaximumNumberOfIterations () const |
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virtual const char * | GetNameOfClass () const |
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virtual unsigned int | GetNumberOfClasses () const |
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virtual void | SetBoundaryGradient (unsigned int _arg) |
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void | SetClassifier (typename ClassifierType::Pointer ptrToClassifier) |
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virtual void | SetClusterSize (unsigned int _arg) |
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void | SetLabelledImage (LabelledImageType LabelledImage) |
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virtual void | SetMaximumNumberOfIterations (unsigned int _arg) |
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virtual void | SetNumberOfClasses (unsigned int _arg) |
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virtual void | SetObjectLabel (LabelType _arg) |
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virtual void | SetObjectThreshold (double _arg) |
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virtual void | SetStartPoint (IndexType _arg) |
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void | SetTrainingImage (TrainingImageType image) |
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virtual void | SetCliqueWeight_1 (double _arg) |
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virtual double | GetCliqueWeight_1 () const |
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virtual void | SetCliqueWeight_2 (double _arg) |
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virtual double | GetCliqueWeight_2 () const |
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virtual void | SetCliqueWeight_3 (double _arg) |
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virtual double | GetCliqueWeight_3 () const |
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virtual void | SetCliqueWeight_4 (double _arg) |
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virtual double | GetCliqueWeight_4 () const |
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virtual void | SetCliqueWeight_5 (double _arg) |
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virtual double | GetCliqueWeight_5 () const |
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virtual void | SetCliqueWeight_6 (double _arg) |
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virtual double | GetCliqueWeight_6 () const |
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virtual std::vector< double > | GetMRFNeighborhoodWeight () |
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const NeighborhoodRadiusType | GetNeighborhoodRadius () const |
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virtual const unsigned int & | GetNumberOfIterations () |
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virtual const StopConditionType & | GetStopCondition () |
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void | SetClassifier (typename ClassifierType::Pointer ptrToClassifier) |
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virtual void | SetMRFNeighborhoodWeight (std::vector< double > BetaMatrix) |
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void | SetNeighborhoodRadius (const NeighborhoodRadiusType &) |
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void | SetNeighborhoodRadius (const SizeValueType) |
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void | SetNeighborhoodRadius (const SizeValueType *radiusArray) |
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| typedef (Concept::Convertible< unsigned int, LabelledImagePixelType >) UnsignedIntConvertibleToClassifiedCheck |
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| typedef (Concept::Convertible< LabelledImagePixelType, unsigned int >) ClassifiedConvertibleToUnsignedIntCheck |
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| typedef (Concept::Convertible< LabelledImagePixelType, int >) ClassifiedConvertibleToIntCheck |
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| typedef (Concept::Convertible< int, LabelledImagePixelType >) IntConvertibleToClassifiedCheck |
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| typedef (Concept::SameDimension< InputImageDimension, ClassifiedImageDimension >) SameDimensionCheck |
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virtual void | SetErrorTolerance (double _arg) |
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virtual double | GetErrorTolerance () const |
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virtual void | SetSmoothingFactor (double _arg) |
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virtual double | GetSmoothingFactor () const |
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virtual double | GetCoordinateTolerance () |
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const InputImageType * | GetInput (void) const |
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const InputImageType * | GetInput (unsigned int idx) const |
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virtual void | PopBackInput () |
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virtual void | PopFrontInput () |
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virtual void | PushBackInput (const InputImageType *image) |
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virtual void | PushFrontInput (const InputImageType *image) |
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virtual void | SetCoordinateTolerance (double _arg) |
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virtual void | SetInput (const InputImageType *image) |
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virtual void | SetInput (unsigned int, const TInputImage *image) |
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virtual void | SetDirectionTolerance (double _arg) |
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virtual double | GetDirectionTolerance () |
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OutputImageType * | GetOutput (unsigned int idx) |
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virtual void | GraftNthOutput (unsigned int idx, DataObject *output) |
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virtual void | GraftOutput (DataObject *output) |
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virtual void | GraftOutput (const DataObjectIdentifierType &key, DataObject *output) |
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OutputImageType * | GetOutput (void) |
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const OutputImageType * | GetOutput (void) const |
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virtual
ProcessObject::DataObjectPointer | MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) |
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virtual void | AbortGenerateDataOff () |
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virtual void | AbortGenerateDataOn () |
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virtual const bool & | GetAbortGenerateData () |
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NameArray | GetInputNames () const |
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MultiThreader * | GetMultiThreader () const |
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DataObjectPointerArraySizeType | GetNumberOfIndexedInputs () const |
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DataObjectPointerArraySizeType | GetNumberOfInputs () const |
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DataObjectPointerArraySizeType | GetNumberOfOutputs () const |
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virtual
DataObjectPointerArraySizeType | GetNumberOfValidRequiredInputs () const |
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NameArray | GetOutputNames () const |
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virtual const float & | GetProgress () |
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NameArray | GetRequiredInputNames () const |
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bool | HasInput (const DataObjectIdentifierType &key) const |
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bool | HasOutput (const DataObjectIdentifierType &key) const |
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virtual DataObjectPointer | MakeOutput (const DataObjectIdentifierType &) |
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virtual void | PrepareOutputs () |
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virtual void | PropagateRequestedRegion (DataObject *output) |
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virtual void | ResetPipeline () |
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virtual void | SetAbortGenerateData (bool _arg) |
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virtual void | SetProgress (float _arg) |
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virtual void | Update () |
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virtual void | UpdateLargestPossibleRegion () |
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virtual void | UpdateOutputData (DataObject *output) |
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virtual void | UpdateOutputInformation () |
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void | UpdateProgress (float amount) |
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DataObjectPointerArray | GetInputs () |
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DataObjectPointerArray | GetOutputs () |
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DataObjectPointerArray | GetIndexedInputs () |
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DataObjectPointerArray | GetIndexedOutputs () |
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DataObjectPointerArraySizeType | GetNumberOfIndexedOutputs () const |
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virtual void | SetReleaseDataFlag (bool flag) |
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virtual bool | GetReleaseDataFlag () const |
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void | ReleaseDataFlagOn () |
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void | ReleaseDataFlagOff () |
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virtual void | SetReleaseDataBeforeUpdateFlag (bool _arg) |
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virtual const bool & | GetReleaseDataBeforeUpdateFlag () |
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virtual void | ReleaseDataBeforeUpdateFlagOn () |
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virtual void | ReleaseDataBeforeUpdateFlagOff () |
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virtual void | SetNumberOfThreads (ThreadIdType _arg) |
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virtual const ThreadIdType & | GetNumberOfThreads () |
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unsigned long | AddObserver (const EventObject &event, Command *) |
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unsigned long | AddObserver (const EventObject &event, Command *) const |
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virtual void | DebugOff () const |
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virtual void | DebugOn () const |
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Command * | GetCommand (unsigned long tag) |
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bool | GetDebug () const |
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MetaDataDictionary & | GetMetaDataDictionary (void) |
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const MetaDataDictionary & | GetMetaDataDictionary (void) const |
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virtual ModifiedTimeType | GetMTime () const |
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virtual const TimeStamp & | GetTimeStamp () const |
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bool | HasObserver (const EventObject &event) const |
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void | InvokeEvent (const EventObject &) |
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void | InvokeEvent (const EventObject &) const |
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virtual void | Modified () const |
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virtual void | Register () const |
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void | RemoveAllObservers () |
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void | RemoveObserver (unsigned long tag) |
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void | SetDebug (bool debugFlag) const |
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void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
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virtual void | SetReferenceCount (int) |
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virtual void | UnRegister () const |
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virtual void | Delete () |
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virtual int | GetReferenceCount () const |
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| itkCloneMacro (Self) |
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void | Print (std::ostream &os, Indent indent=0) const |
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virtual void | ApplyGibbsLabeller () |
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virtual void | ApplyGPImageFilter () |
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virtual void | GenerateData () |
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virtual void | MinimizeFunctional () |
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void | PrintSelf (std::ostream &os, Indent indent) const |
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| RGBGibbsPriorFilter () |
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| typedef (Concept::SameDimension< itkGetStaticConstMacro(InputImageType::ImageDimension), itkGetStaticConstMacro(ClassifiedImageType::ImageDimension) >) SameDimension |
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| typedef (Concept::SameDimension< itkGetStaticConstMacro(InputImageType::ImageDimension), 3 >) DimensionShouldBe3 |
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| ~RGBGibbsPriorFilter () |
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void | Allocate () |
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virtual void | ApplyMRFImageFilter () |
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virtual void | DoNeighborhoodOperation (const InputImageNeighborhoodIterator &imageIter, LabelledImageNeighborhoodIterator &labelledIter, LabelStatusImageNeighborhoodIterator &labelStatusIter) |
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virtual void | EnlargeOutputRequestedRegion (DataObject *) |
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virtual void | GenerateInputRequestedRegion () |
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virtual void | GenerateOutputInformation () |
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| MRFImageFilter () |
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| ~MRFImageFilter () |
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virtual void | CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion) |
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virtual void | CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion) |
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virtual void | VerifyInputInformation () |
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void | PushBackInput (const DataObject *input) |
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void | PushFrontInput (const DataObject *input) |
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| ImageToImageFilter () |
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| ~ImageToImageFilter () |
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virtual void | AfterThreadedGenerateData () |
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virtual void | AllocateOutputs () |
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virtual void | BeforeThreadedGenerateData () |
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| ImageSource () |
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virtual unsigned int | SplitRequestedRegion (unsigned int i, unsigned int num, OutputImageRegionType &splitRegion) |
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virtual void | ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId) |
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virtual | ~ImageSource () |
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virtual void | AddInput (DataObject *input) |
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virtual void | AddOutput (DataObject *output) |
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bool | AddRequiredInputName (const DataObjectIdentifierType &) |
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virtual void | CacheInputReleaseDataFlags () |
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virtual void | GenerateOutputRequestedRegion (DataObject *output) |
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virtual const
DataObjectPointerArraySizeType & | GetNumberOfRequiredOutputs () |
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bool | IsIndexedInputName (const DataObjectIdentifierType &) const |
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bool | IsIndexedOutputName (const DataObjectIdentifierType &) const |
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bool | IsRequiredInputName (const DataObjectIdentifierType &) const |
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| itkLegacyMacro (virtual void RemoveInput(DataObject *input)) |
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| itkLegacyMacro (virtual void RemoveOutput(DataObject *output)) |
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| itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num)) |
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| itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num)) |
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DataObjectPointerArraySizeType | MakeIndexFromInputName (const DataObjectIdentifierType &name) const |
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DataObjectPointerArraySizeType | MakeIndexFromOutputName (const DataObjectIdentifierType &name) const |
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DataObjectIdentifierType | MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const |
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DataObjectIdentifierType | MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const |
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| ProcessObject () |
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virtual void | PropagateResetPipeline () |
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virtual void | ReleaseInputs () |
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virtual void | RemoveInput (const DataObjectIdentifierType &key) |
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virtual void | RemoveInput (DataObjectPointerArraySizeType) |
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virtual void | RemoveOutput (const DataObjectIdentifierType &key) |
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virtual void | RemoveOutput (DataObjectPointerArraySizeType idx) |
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bool | RemoveRequiredInputName (const DataObjectIdentifierType &) |
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virtual void | RestoreInputReleaseDataFlags () |
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virtual void | SetInput (const DataObjectIdentifierType &key, DataObject *input) |
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virtual void | SetNthInput (DataObjectPointerArraySizeType num, DataObject *input) |
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virtual void | SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output) |
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void | SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num) |
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void | SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num) |
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virtual void | SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg) |
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virtual void | SetOutput (const DataObjectIdentifierType &key, DataObject *output) |
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virtual void | SetPrimaryInput (DataObject *input) |
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virtual void | SetPrimaryOutput (DataObject *output) |
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void | SetRequiredInputNames (const NameArray &) |
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virtual void | VerifyPreconditions () |
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| ~ProcessObject () |
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DataObject * | GetInput (const DataObjectIdentifierType &key) |
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const DataObject * | GetInput (const DataObjectIdentifierType &key) const |
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DataObject * | GetInput (DataObjectPointerArraySizeType) |
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const DataObject * | GetInput (DataObjectPointerArraySizeType idx) const |
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DataObject * | GetPrimaryInput () |
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const DataObject * | GetPrimaryInput () const |
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virtual void | SetPrimaryInputName (const DataObjectIdentifierType &key) |
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virtual const char * | GetPrimaryInputName () const |
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DataObject * | GetOutput (const DataObjectIdentifierType &key) |
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const DataObject * | GetOutput (const DataObjectIdentifierType &key) const |
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virtual void | SetPrimaryOutputName (const DataObjectIdentifierType &key) |
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virtual const char * | GetPrimaryOutputName () const |
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DataObject * | GetOutput (DataObjectPointerArraySizeType idx) |
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const DataObject * | GetOutput (DataObjectPointerArraySizeType idx) const |
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DataObject * | GetPrimaryOutput () |
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const DataObject * | GetPrimaryOutput () const |
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virtual void | SetNumberOfRequiredInputs (DataObjectPointerArraySizeType) |
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virtual const
DataObjectPointerArraySizeType & | GetNumberOfRequiredInputs () |
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| Object () |
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bool | PrintObservers (std::ostream &os, Indent indent) const |
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virtual void | SetTimeStamp (const TimeStamp &time) |
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virtual | ~Object () |
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virtual LightObject::Pointer | InternalClone () const |
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| LightObject () |
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virtual void | PrintHeader (std::ostream &os, Indent indent) const |
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virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
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virtual | ~LightObject () |
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