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ITK
4.3.0
Insight Segmentation and Registration Toolkit
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ITK
4.3.0
Insight Segmentation and Registration Toolkit
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#include <itkDistanceToCentroidMembershipFunction.h>
Inheritance diagram for itk::Statistics::DistanceToCentroidMembershipFunction< TVector >: Collaboration diagram for itk::Statistics::DistanceToCentroidMembershipFunction< TVector >:DistanceToCentroidMembershipFunction models class membership using a distance metric.
DistanceToCentroidMembershipFunction is a subclass of MembershipFunctionBase that models class membership using the distance to the centroid of the class. A choice of distance metric can be specified using the SetDistanceMetric() method. Options include EuclideanDistanceMetric, EuclideanSquaredDistanceMetric, and ManhattenDistanceMetric. The centroid of the class is specified using the SetCentroid() method. Any other parameters to control the distance function evaluation have to be set directly on the distance function itself.
Definition at line 45 of file itkDistanceToCentroidMembershipFunction.h.
Public Member Functions | |
| double | Evaluate (const MeasurementVectorType &measurement) const |
| const CentroidType & | GetCentroid () const |
| virtual const DistanceMetricType * | GetDistanceMetric () |
| virtual DistanceMetricType * | GetDistanceMetric () |
| void | SetCentroid (const CentroidType ¢roid) |
| virtual void | SetDistanceMetric (DistanceMetricType *_arg) |
| virtual void | SetMeasurementVectorSize (MeasurementVectorSizeType) |
| Public Member Functions inherited from itk::Statistics::MembershipFunctionBase< TVector > | |
| virtual MeasurementVectorSizeType | GetMeasurementVectorSize () const |
| virtual void | SetMeasurementVectorSize (MeasurementVectorSizeType s) |
Protected Member Functions | |
| DistanceToCentroidMembershipFunction (void) | |
| virtual LightObject::Pointer | InternalClone () const |
| void | PrintSelf (std::ostream &os, Indent indent) const |
| virtual | ~DistanceToCentroidMembershipFunction (void) |
| Protected Member Functions inherited from itk::Statistics::MembershipFunctionBase< TVector > | |
| MembershipFunctionBase () | |
| void | PrintSelf (std::ostream &os, Indent indent) const |
| virtual | ~MembershipFunctionBase (void) |
| Protected Member Functions inherited from itk::FunctionBase< TVector, double > | |
| FunctionBase () | |
| ~FunctionBase () | |
| Protected Member Functions inherited from itk::Object | |
| Object () | |
| bool | PrintObservers (std::ostream &os, Indent indent) const |
| virtual void | SetTimeStamp (const TimeStamp &time) |
| virtual | ~Object () |
| Protected Member Functions inherited from itk::LightObject | |
| LightObject () | |
| virtual void | PrintHeader (std::ostream &os, Indent indent) const |
| virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
| virtual | ~LightObject () |
Private Member Functions | |
| DistanceToCentroidMembershipFunction (const Self &) | |
| void | operator= (const Self &) |
Private Attributes | |
| DistanceMetricPointer | m_DistanceMetric |
| virtual const char * | GetNameOfClass () const |
| virtual ::itk::LightObject::Pointer | CreateAnother (void) const |
| static Pointer | New () |
Additional Inherited Members | |
| Static Public Member Functions inherited from itk::Object | |
| static bool | GetGlobalWarningDisplay () |
| static void | GlobalWarningDisplayOff () |
| static void | GlobalWarningDisplayOn () |
| static Pointer | New () |
| static void | SetGlobalWarningDisplay (bool flag) |
| Protected Types inherited from itk::LightObject | |
| typedef int | InternalReferenceCountType |
| Protected Attributes inherited from itk::LightObject | |
| InternalReferenceCountType | m_ReferenceCount |
| SimpleFastMutexLock | m_ReferenceCountLock |
| typedef DistanceMetricType::OriginType itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::CentroidType |
Definition at line 77 of file itkDistanceToCentroidMembershipFunction.h.
| typedef SmartPointer< const Self > itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::ConstPointer |
Definition at line 53 of file itkDistanceToCentroidMembershipFunction.h.
| typedef DistanceMetricType::Pointer itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::DistanceMetricPointer |
Definition at line 76 of file itkDistanceToCentroidMembershipFunction.h.
| typedef DistanceMetric< MeasurementVectorType > itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::DistanceMetricType |
Type of the DistanceMetric to use
Definition at line 75 of file itkDistanceToCentroidMembershipFunction.h.
| typedef Superclass::MeasurementVectorSizeType itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::MeasurementVectorSizeType |
Typedef to represent the length of measurement vectors
Definition at line 69 of file itkDistanceToCentroidMembershipFunction.h.
| typedef TVector itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::MeasurementVectorType |
Typedef alias for the measurement vectors
Definition at line 65 of file itkDistanceToCentroidMembershipFunction.h.
| typedef Superclass::Pointer itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::MembershipFunctionPointer |
SmartPointer class for superclass
Definition at line 58 of file itkDistanceToCentroidMembershipFunction.h.
| typedef SmartPointer< Self > itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::Pointer |
Definition at line 52 of file itkDistanceToCentroidMembershipFunction.h.
| typedef DistanceToCentroidMembershipFunction itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::Self |
Standard class typedefs
Definition at line 50 of file itkDistanceToCentroidMembershipFunction.h.
| typedef MembershipFunctionBase< TVector > itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::Superclass |
Definition at line 51 of file itkDistanceToCentroidMembershipFunction.h.
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Definition at line 103 of file itkDistanceToCentroidMembershipFunction.h.
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Strandard macros
Reimplemented from itk::Object.
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Method to get probability of an instance. The return value is the value of the density function, not probability.
Implements itk::Statistics::MembershipFunctionBase< TVector >.
| const CentroidType& itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::GetCentroid | ( | ) | const |
Get the centroid of the class (requested from the DistanceMetric
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Get the DistanceMetric used by the MembershipFunction
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Get the DistanceMetric used by the MembershipFunction. This is a non-const version that allows you to configure the distance function directly.
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Strandard macros
Reimplemented from itk::Statistics::MembershipFunctionBase< TVector >.
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Return a copy of the current membership function
Reimplemented from itk::LightObject.
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Strandard macros
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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::Object.
| void itk::Statistics::DistanceToCentroidMembershipFunction< TVector >::SetCentroid | ( | const CentroidType & | centroid | ) |
Set the centroid of the class (propagated to the DistanceMetric)
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Set the DistanceMetric to be used when calling the Evaluate() method
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Set the length of each measurement vector.
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Definition at line 113 of file itkDistanceToCentroidMembershipFunction.h.
1.8.2
