#include <itkNormalizedCorrelationImageToImageMetric.h>
Inheritance diagram for itk::NormalizedCorrelationImageToImageMetric< TFixedImage, TMovingImage >:


This metric computes the correlation between pixels in the fixed image and pixels in the moving image. The spatial correspondance between fixed and moving image is established through a Transform. Pixel values are taken from the fixed image, their positions are mapped to the moving image and result in general in non-grid position on it. Values at these non-grid position of the moving image are interpolated using a user-selected Interpolator. The correlation is normalized by the autocorrelations of both the fixed and moving images.
Definition at line 42 of file itkNormalizedCorrelationImageToImageMetric.h.
Public Types | |
| typedef SmartPointer< const Self > | ConstPointer |
| typedef Superclass::ParametersValueType | CoordinateRepresentationType |
| typedef Superclass::DerivativeType | DerivativeType |
| typedef Superclass::FixedImageConstPointer | FixedImageConstPointer |
| typedef FixedImageMaskType::Pointer | FixedImageMaskPointer |
| typedef SpatialObject< itkGetStaticConstMacro(FixedImageDimension) | FixedImageMaskType ) |
| typedef FixedImageType::RegionType | FixedImageRegionType |
| typedef Superclass::FixedImageType | FixedImageType |
| typedef GradientImageFilterType::Pointer | GradientImageFilterPointer |
| typedef GradientRecursiveGaussianImageFilter< MovingImageType, GradientImageType > | GradientImageFilterType |
| typedef SmartPointer< GradientImageType > | GradientImagePointer |
| typedef Image< GradientPixelType, itkGetStaticConstMacro(MovingImageDimension) | GradientImageType ) |
| typedef Superclass::GradientPixelType | GradientPixelType |
| typedef TransformType::InputPointType | InputPointType |
| typedef InterpolatorType::Pointer | InterpolatorPointer |
| typedef InterpolateImageFunction< MovingImageType, CoordinateRepresentationType > | InterpolatorType |
| typedef Superclass::MeasureType | MeasureType |
| typedef Superclass::MovingImageConstPointer | MovingImageConstPointer |
| typedef MovingImageMaskType::Pointer | MovingImageMaskPointer |
| typedef SpatialObject< itkGetStaticConstMacro(MovingImageDimension) | MovingImageMaskType ) |
| typedef TMovingImage::PixelType | MovingImagePixelType |
| typedef Superclass::MovingImageType | MovingImageType |
| typedef TransformType::OutputPointType | OutputPointType |
| typedef Superclass::ParametersType | ParametersType |
| typedef double | ParametersValueType |
| typedef SmartPointer< Self > | Pointer |
| typedef Superclass::RealType | RealType |
| typedef NormalizedCorrelationImageToImageMetric | Self |
| typedef ImageToImageMetric< TFixedImage, TMovingImage > | Superclass |
| typedef Superclass::TransformJacobianType | TransformJacobianType |
| typedef Superclass::TransformParametersType | TransformParametersType |
| typedef Superclass::TransformPointer | TransformPointer |
| typedef Superclass::TransformType | TransformType |
Public Member Functions | |
| virtual void | ComputeGradientOff () |
| virtual void | ComputeGradientOn () |
| virtual LightObject::Pointer | CreateAnother () const |
| virtual void | DebugOff () const |
| virtual void | DebugOn () const |
| virtual void | Delete () |
| Command * | GetCommand (unsigned long tag) |
| virtual const bool & | GetComputeGradient () |
| bool | GetDebug () const |
| virtual void | GetDerivative (const ParametersType ¶meters, DerivativeType &derivative) const =0 |
| void | GetDerivative (const TransformParametersType ¶meters, DerivativeType &Derivative) const |
| virtual const FixedImageType * | GetFixedImage () |
| virtual const FixedImageMaskType * | GetFixedImageMask () |
| virtual const FixedImageRegionType & | GetFixedImageRegion () |
| virtual const GradientImageType * | GetGradientImage () |
| virtual const InterpolatorType * | GetInterpolator () |
| const MetaDataDictionary & | GetMetaDataDictionary (void) const |
| MetaDataDictionary & | GetMetaDataDictionary (void) |
| virtual const MovingImageType * | GetMovingImage () |
| virtual const MovingImageMaskType * | GetMovingImageMask () |
| virtual unsigned long | GetMTime () const |
| virtual const char * | GetNameOfClass () const |
| unsigned int | GetNumberOfParameters (void) const |
| virtual const unsigned long & | GetNumberOfPixelsCounted () |
| virtual int | GetReferenceCount () const |
| virtual const bool & | GetSubtractMean () |
| virtual const TransformType * | GetTransform () |
| virtual MeasureType | GetValue (const ParametersType ¶meters) const =0 |
| MeasureType | GetValue (const TransformParametersType ¶meters) const |
| This method returns the value and derivative of the cost function corresponding *to the specified parameters *virtual void | GetValueAndDerivative (const ParametersType ¶meters, MeasureType &value, DerivativeType &derivative) const |
| void | GetValueAndDerivative (const TransformParametersType ¶meters, MeasureType &Value, DerivativeType &Derivative) const |
| bool | HasObserver (const EventObject &event) const |
| virtual void | Initialize (void) throw ( ExceptionObject ) |
| void | InvokeEvent (const EventObject &) const |
| void | InvokeEvent (const EventObject &) |
| itkStaticConstMacro (FixedImageDimension, unsigned int, TFixedImage::ImageDimension) | |
| Constants for the image dimensions * | itkStaticConstMacro (MovingImageDimension, unsigned int, TMovingImage::ImageDimension) |
| virtual void | Modified () const |
| void | Print (std::ostream &os, Indent indent=0) const |
| virtual void | Register () const |
| void | RemoveAllObservers () |
| void | RemoveObserver (unsigned long tag) |
| Set Get gradient computation *virtual void | SetComputeGradient (bool _arg) |
| void | SetDebug (bool debugFlag) const |
| virtual void | SetFixedImage (const FixedImageType *_arg) |
| Set Get the fixed image mask *virtual void | SetFixedImageMask (FixedImageMaskType *_arg) |
| virtual void | SetFixedImageRegion (FixedImageRegionType _arg) |
| virtual void | SetInterpolator (InterpolatorType *_arg) |
| void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
| virtual void | SetMovingImage (const MovingImageType *_arg) |
| Set Get the moving image mask *virtual void | SetMovingImageMask (MovingImageMaskType *_arg) |
| virtual void | SetReferenceCount (int) |
| Set Get SubtractMean boolean If the sample mean is subtracted *from the sample values in the cross correlation formula and *typically results in narrower valleys in the cost fucntion *Default value is false *virtual void | SetSubtractMean (bool _arg) |
| virtual void | SetTransform (TransformType *_arg) |
| void | SetTransformParameters (const ParametersType ¶meters) const |
| virtual void | SubtractMeanOff () |
| virtual void | SubtractMeanOn () |
| virtual void | UnRegister () const |
Static Public Member Functions | |
| static void | BreakOnError () |
| static bool | GetGlobalWarningDisplay () |
| static void | GlobalWarningDisplayOff () |
| static void | GlobalWarningDisplayOn () |
| static Pointer | New () |
| This is a global flag that controls whether any warning *or error messages are displayed *static void | SetGlobalWarningDisplay (bool flag) |
Public Attributes | |
| Allow people to add remove invoke observers(callbacks) to any ITK *object.This is an implementation of the subject/observer design *pattern.An observer is added by specifying an event to respond to *and an itk unsigned lon | AddObserver )(const EventObject &event, Command *) const |
| This is a global flag that controls whether any | debug |
| Set Get SubtractMean boolean If | true |
Protected Member Functions | |
| NormalizedCorrelationImageToImageMetric () | |
| bool | PrintObservers (std::ostream &os, Indent indent) const |
| void | PrintSelf (std::ostream &os, Indent indent) const |
| virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
| virtual | ~NormalizedCorrelationImageToImageMetric () |
Protected Attributes | |
| bool | m_ComputeGradient |
| FixedImageConstPointer | m_FixedImage |
| FixedImageMaskPointer | m_FixedImageMask |
| GradientImagePointer | m_GradientImage |
| InterpolatorPointer | m_Interpolator |
| MovingImageConstPointer | m_MovingImage |
| MovingImageMaskPointer | m_MovingImageMask |
| unsigned long | m_NumberOfPixelsCounted |
| int | m_ReferenceCount |
| SimpleFastMutexLock | m_ReferenceCountLock |
| TransformPointer | m_Transform |
| Methods invoked by virtual Print() to print information about the object *including superclasses.Typically not called by the user(use Print()*instead) but used in the hierarchical print process to combine the *output of several classes.*/virtual void PrintSelf(std voi | PrintHeader )(std::ostream &os, Indent indent) const |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 52 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Type used for representing point components Reimplemented in itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 61 of file itkImageToImageMetric.h. |
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Type of the derivative. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 70 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 73 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Definition at line 122 of file itkImageToImageMetric.h. |
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Type for the mask of the fixed image. Only pixels that are "inside" this mask will be considered for the computation of the metric Definition at line 121 of file itkImageToImageMetric.h. |
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Type of the fixed Image. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 71 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Definition at line 110 of file itkImageToImageMetric.h. |
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Definition at line 109 of file itkImageToImageMetric.h. |
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Definition at line 106 of file itkImageToImageMetric.h. |
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Definition at line 105 of file itkImageToImageMetric.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 67 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 89 of file itkImageToImageMetric.h. |
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Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, and itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 114 of file itkImageToImageMetric.h. |
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Type of the Interpolator Base class Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >, and itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 97 of file itkImageToImageMetric.h. |
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Type of the measure. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 69 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 74 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Definition at line 128 of file itkImageToImageMetric.h. |
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Type for the mask of the moving image. Only pixels that are "inside" this mask will be considered for the computation of the metric Definition at line 127 of file itkImageToImageMetric.h. |
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Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 68 of file itkImageToImageMetric.h. |
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Type of the moving Image. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 72 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented in itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 90 of file itkImageToImageMetric.h. |
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Type of the parameters. Reimplemented from itk::SingleValuedCostFunction. Reimplemented in itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >, and itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 139 of file itkImageToImageMetric.h. |
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ParametersType typedef. It defines a position in the optimization search space. Definition at line 46 of file itkCostFunction.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 51 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Types transferred from the base class Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 58 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Standard class typedefs. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 48 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 49 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 66 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 65 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 64 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Type of the Transform Base class Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 63 of file itkNormalizedCorrelationImageToImageMetric.h. |
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Definition at line 99 of file itkNormalizedCorrelationImageToImageMetric.h. |
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This method is called when itkExceptionMacro executes. It allows the debugger to break on error. |
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Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class. Reimplemented from itk::LightObject. |
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Turn debugging output off. |
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Turn debugging output on. |
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Delete an itk object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting. |
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Get the command associated with the given tag. NOTE: This returns a pointer to a Command, but it is safe to asign this to a Command::Pointer. Since Command inherits from LightObject, at this point in the code, only a pointer or a reference to the Command can be used. |
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Get the value of the debug flag. |
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This method returns the derivative of the cost function corresponding to the specified parameters. Implemented in itk::ImageToSpatialObjectMetric< TFixedImage, TMovingSpatialObject >, itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >, itk::MRIBiasEnergyFunction< TImage, TImageMask, TBiasField >, itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >, itk::ShapePriorMAPCostFunctionBase< TFeatureImage, TOutputPixel >, and itk::Statistics::GoodnessOfFitMixtureModelCostFunction< TInputSample >. |
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Get the derivatives of the match measure. |
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Get the Fixed Image. |
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Get the region over which the metric will be computed |
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Get Gradient Image. |
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Get a pointer to the Interpolator. |
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Get the Moving Image. |
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Run-time type information (and related methods). Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. |
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Return the number of parameters required by the Transform Implements itk::CostFunction. Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, and itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >. Definition at line 197 of file itkImageToImageMetric.h. |
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Get the number of pixels considered in the computation. |
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Gets the reference count on this object. Definition at line 98 of file itkLightObject.h. |
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Get a pointer to the Transform. |
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This method returns the value of the cost function corresponding to the specified parameters. Implemented in itk::ImageToSpatialObjectMetric< TFixedImage, TMovingSpatialObject >, itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >, itk::MRIBiasEnergyFunction< TImage, TImageMask, TBiasField >, itk::MutualInformationImageToImageMetric< TFixedImage, TMovingImage >, itk::ShapePriorMAPCostFunctionBase< TFeatureImage, TOutputPixel >, and itk::Statistics::GoodnessOfFitMixtureModelCostFunction< TInputSample >. |
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Get the value for single valued optimizers. |
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Get value and derivatives for multiple valued optimizers. |
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Definition at line 100 of file itkObject.h. References itk::Object::SetGlobalWarningDisplay(). |
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Definition at line 98 of file itkObject.h. References itk::Object::SetGlobalWarningDisplay(). |
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Return true if an observer is registered for this event. |
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Initialize the Metric by making sure that all the components are present and plugged together correctly Reimplemented in itk::CompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >, itk::HistogramImageToImageMetric< TFixedImage, TMovingImage >, itk::KullbackLeiblerCompareHistogramImageToImageMetric< TFixedImage, TMovingImage >, and itk::MattesMutualInformationImageToImageMetric< TFixedImage, TMovingImage >. |
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Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object. |
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Call Execute on all the Commands observing this event id. |
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Reimplemented in itk::GradientDifferenceImageToImageMetric< TFixedImage, TMovingImage >. |
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Method for creation through the object factory. Reimplemented from itk::Object. |
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Cause the object to print itself out. |
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Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes. Reimplemented from itk::ImageToImageMetric< TFixedImage, TMovingImage >. |
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Increase the reference count (mark as used by another object). Reimplemented from itk::LightObject. |
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Remove all observers . |
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Remove the observer with this tag value. |
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Set the value of the debug flag. A non-zero value turns debugging on. |
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Connect the Fixed Image. |
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Set the region over which the metric will be computed |
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Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn(). |
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Connect the Interpolator. |
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Connect the Moving Image. |
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Sets the reference count (use with care) Reimplemented from itk::LightObject. |
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Connect the Transform. |
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Set the parameters defining the Transform. |
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Decrease the reference count (release by another object). Reimplemented from itk::LightObject. |
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Definition at line 94 of file itkObject.h. |
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Definition at line 217 of file itkImageToImageMetric.h. |
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Definition at line 211 of file itkImageToImageMetric.h. |
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Definition at line 220 of file itkImageToImageMetric.h. |
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Definition at line 218 of file itkImageToImageMetric.h. |
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Definition at line 215 of file itkImageToImageMetric.h. |
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Definition at line 212 of file itkImageToImageMetric.h. |
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Definition at line 221 of file itkImageToImageMetric.h. |
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Definition at line 209 of file itkImageToImageMetric.h. |
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Number of uses of this object by other objects. Definition at line 119 of file itkLightObject.h. |
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Mutex lock to protect modification to the reference count Definition at line 122 of file itkLightObject.h. |
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Definition at line 214 of file itkImageToImageMetric.h. |
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Definition at line 88 of file itkNormalizedCorrelationImageToImageMetric.h. |
1.4.2 written by Dimitri van Heesch,
© 1997-2000