 |
ITK
4.12.0
Insight Segmentation and Registration Toolkit
|
|
ITK
4.12.0
Insight Segmentation and Registration Toolkit
|
#include <itkSample.h>
Inheritance diagram for itk::Statistics::Sample< TMeasurementVector >: Collaboration diagram for itk::Statistics::Sample< TMeasurementVector >:A collection of measurements for statistical analysis.
Sample represents a set of measurements for statistical analysis. Sample is templated over a measurement vector. The measurement vector encapsulates the set of values associated with a single measurement. For instance, a measurement vector may contain an image intensity of a pixel and the gradient magnitude at that pixel.
Data within a sample can be accessed via an InstanceIdentifier. InstanceIdentifiers have different forms and meanings depending on the type of sample. For ListSamples, the InstanceIdentifier is an index into the corresponding list. In this case, the InstanceIndentifier corresponds to a particular measurement stored in the Sample. For Histograms, an InstanceIdentifier corresponds to a particular bin in the N-dimensional histogram. In other words, the InstanceIdentifier in a histogram does not correspond to a specific measurement used to build the histogram but to the "bin" in which a number of original measurements were "accumulated".
Recent API changes: The static const macro to get the length of a measurement vector, 'MeasurementVectorSize' has been removed to allow the length of a measurement vector to be specified at run time. Please use the function GetMeasurementVectorSize() instead.
Definition at line 61 of file itkSample.h.
Public Types | |
| typedef MeasurementVectorTraits::AbsoluteFrequencyType | AbsoluteFrequencyType |
| typedef SmartPointer< const Self > | ConstPointer |
| typedef MeasurementVectorTraits::InstanceIdentifier | InstanceIdentifier |
| typedef MeasurementVectorTraitsTypes < MeasurementVectorType > ::ValueType | MeasurementType |
| typedef unsigned int | MeasurementVectorSizeType |
| typedef TMeasurementVector | MeasurementVectorType |
| typedef SmartPointer< Self > | Pointer |
| typedef Sample | Self |
| typedef DataObject | Superclass |
| typedef NumericTraits < AbsoluteFrequencyType > ::AccumulateType | TotalAbsoluteFrequencyType |
Public Member Functions | |
| virtual AbsoluteFrequencyType | GetFrequency (InstanceIdentifier id) const =0 |
| virtual const MeasurementVectorType & | GetMeasurementVector (InstanceIdentifier id) const =0 |
| virtual MeasurementVectorSizeType | GetMeasurementVectorSize () const |
| virtual const char * | GetNameOfClass () const |
| virtual TotalAbsoluteFrequencyType | GetTotalFrequency () const =0 |
| virtual void | Graft (const DataObject *thatObject) override |
| virtual void | SetMeasurementVectorSize (MeasurementVectorSizeType s) |
| virtual InstanceIdentifier | Size () const =0 |
Protected Member Functions | |
| virtual void | PrintSelf (std::ostream &os, Indent indent) const override |
| Sample () | |
| virtual | ~Sample () |
Private Attributes | |
| MeasurementVectorSizeType | m_MeasurementVectorSize |
| typedef MeasurementVectorTraits::AbsoluteFrequencyType itk::Statistics::Sample< TMeasurementVector >::AbsoluteFrequencyType |
Frequency value type
Definition at line 82 of file itkSample.h.
| typedef SmartPointer< const Self > itk::Statistics::Sample< TMeasurementVector >::ConstPointer |
Definition at line 68 of file itkSample.h.
| typedef MeasurementVectorTraits::InstanceIdentifier itk::Statistics::Sample< TMeasurementVector >::InstanceIdentifier |
InstanceIdentifier typedef. This identifier is a unique sequential id for each measurement vector in a Sample subclass.
Definition at line 89 of file itkSample.h.
| typedef MeasurementVectorTraitsTypes< MeasurementVectorType >::ValueType itk::Statistics::Sample< TMeasurementVector >::MeasurementType |
ValueType of a measurement (ValueType of a component of the MeasurementVector
Definition at line 79 of file itkSample.h.
| typedef unsigned int itk::Statistics::Sample< TMeasurementVector >::MeasurementVectorSizeType |
Type of the length of each measurement vector
Definition at line 92 of file itkSample.h.
| typedef TMeasurementVector itk::Statistics::Sample< TMeasurementVector >::MeasurementVectorType |
MeasurementVector typedef support
Definition at line 71 of file itkSample.h.
| typedef SmartPointer< Self > itk::Statistics::Sample< TMeasurementVector >::Pointer |
Definition at line 67 of file itkSample.h.
| typedef Sample itk::Statistics::Sample< TMeasurementVector >::Self |
Standard class typedefs
Definition at line 65 of file itkSample.h.
| typedef DataObject itk::Statistics::Sample< TMeasurementVector >::Superclass |
Definition at line 66 of file itkSample.h.
| typedef NumericTraits< AbsoluteFrequencyType >::AccumulateType itk::Statistics::Sample< TMeasurementVector >::TotalAbsoluteFrequencyType |
Total frequency type
Definition at line 85 of file itkSample.h.
|
inlineprotected |
Definition at line 173 of file itkSample.h.
|
inlineprotectedvirtual |
Definition at line 179 of file itkSample.h.
|
pure virtual |
Get the frequency of a measurement specified by instance identifier.
Implemented in itk::Statistics::Histogram< TMeasurement, TFrequencyContainer >, itk::Statistics::ListSample< TMeasurementVector >, itk::Statistics::ListSample< std::vector< ConstNeighborhoodIterator< TImage, TBoundaryCondition > > >, itk::Statistics::ListSample< TVectorContainer::Element >, itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >, itk::Statistics::ListSample< TPointSet::PointType >, and itk::Statistics::ListSample< ImageJointDomainTraits< TImage >::MeasurementVectorType >.
|
pure virtual |
Get the measurement associated with a particular InstanceIdentifier.
Implemented in itk::Statistics::Histogram< TMeasurement, TFrequencyContainer >, itk::Statistics::ListSample< TMeasurementVector >, itk::Statistics::ListSample< std::vector< ConstNeighborhoodIterator< TImage, TBoundaryCondition > > >, itk::Statistics::ListSample< TVectorContainer::Element >, itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >, itk::Statistics::ListSample< TPointSet::PointType >, and itk::Statistics::ListSample< ImageJointDomainTraits< TImage >::MeasurementVectorType >.
|
virtual |
Get method for the length of the measurement vector
Reimplemented in itk::Statistics::ImageToListSampleAdaptor< TImage >.
Referenced by itk::Statistics::Sample< ImageJointDomainTraits< TImage >::MeasurementVectorType >::Graft().
|
virtual |
Run-time type information (and related methods)
Reimplemented in itk::Statistics::JointDomainImageToListSampleAdaptor< TImage >, itk::Statistics::Histogram< TMeasurement, TFrequencyContainer >, itk::Statistics::ImageToListSampleAdaptor< TImage >, itk::Statistics::ImageToNeighborhoodSampleAdaptor< TImage, TBoundaryCondition >, itk::Statistics::ListSample< TMeasurementVector >, itk::Statistics::ListSample< std::vector< ConstNeighborhoodIterator< TImage, TBoundaryCondition > > >, itk::Statistics::ListSample< TVectorContainer::Element >, itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >, itk::Statistics::ListSample< TPointSet::PointType >, itk::Statistics::ListSample< ImageJointDomainTraits< TImage >::MeasurementVectorType >, itk::Statistics::PointSetToListSampleAdaptor< TPointSet >, and itk::Statistics::VectorContainerToListSampleAdaptor< TVectorContainer >.
|
pure virtual |
Get the total frequency of the sample.
Implemented in itk::Statistics::Histogram< TMeasurement, TFrequencyContainer >, itk::Statistics::JointDomainImageToListSampleAdaptor< TImage >, itk::Statistics::ImageToNeighborhoodSampleAdaptor< TImage, TBoundaryCondition >, itk::Statistics::ImageToListSampleAdaptor< TImage >, itk::Statistics::ListSample< TMeasurementVector >, itk::Statistics::ListSample< std::vector< ConstNeighborhoodIterator< TImage, TBoundaryCondition > > >, itk::Statistics::ListSample< TVectorContainer::Element >, itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >, itk::Statistics::ListSample< TPointSet::PointType >, itk::Statistics::ListSample< ImageJointDomainTraits< TImage >::MeasurementVectorType >, itk::Statistics::PointSetToListSampleAdaptor< TPointSet >, and itk::Statistics::VectorContainerToListSampleAdaptor< TVectorContainer >.
|
inlineoverridevirtual |
Method to graft another sample
Reimplemented in itk::Statistics::Histogram< TMeasurement, TFrequencyContainer >, itk::Statistics::ListSample< TMeasurementVector >, itk::Statistics::ListSample< std::vector< ConstNeighborhoodIterator< TImage, TBoundaryCondition > > >, itk::Statistics::ListSample< TVectorContainer::Element >, itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >, itk::Statistics::ListSample< TPointSet::PointType >, and itk::Statistics::ListSample< ImageJointDomainTraits< TImage >::MeasurementVectorType >.
Definition at line 161 of file itkSample.h.
|
inlineoverrideprotectedvirtual |
Reimplemented in itk::Statistics::Histogram< TMeasurement, TFrequencyContainer >, itk::Statistics::JointDomainImageToListSampleAdaptor< TImage >, itk::Statistics::ImageToNeighborhoodSampleAdaptor< TImage, TBoundaryCondition >, itk::Statistics::ImageToListSampleAdaptor< TImage >, itk::Statistics::ListSample< TMeasurementVector >, itk::Statistics::ListSample< std::vector< ConstNeighborhoodIterator< TImage, TBoundaryCondition > > >, itk::Statistics::ListSample< TVectorContainer::Element >, itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >, itk::Statistics::ListSample< TPointSet::PointType >, itk::Statistics::ListSample< ImageJointDomainTraits< TImage >::MeasurementVectorType >, itk::Statistics::PointSetToListSampleAdaptor< TPointSet >, and itk::Statistics::VectorContainerToListSampleAdaptor< TVectorContainer >.
Definition at line 181 of file itkSample.h.
|
inlinevirtual |
Set method for the length of the measurement vector
Definition at line 110 of file itkSample.h.
Referenced by itk::Statistics::Sample< ImageJointDomainTraits< TImage >::MeasurementVectorType >::Graft().
|
pure virtual |
Get the size of the sample (number of measurements)
Implemented in itk::Statistics::Histogram< TMeasurement, TFrequencyContainer >, itk::Statistics::JointDomainImageToListSampleAdaptor< TImage >, itk::Statistics::ImageToNeighborhoodSampleAdaptor< TImage, TBoundaryCondition >, itk::Statistics::ImageToListSampleAdaptor< TImage >, itk::Statistics::ListSample< TMeasurementVector >, itk::Statistics::ListSample< std::vector< ConstNeighborhoodIterator< TImage, TBoundaryCondition > > >, itk::Statistics::ListSample< TVectorContainer::Element >, itk::Statistics::ListSample< MeasurementVectorPixelTraits< TImage::PixelType >::MeasurementVectorType >, itk::Statistics::ListSample< TPointSet::PointType >, itk::Statistics::ListSample< ImageJointDomainTraits< TImage >::MeasurementVectorType >, itk::Statistics::PointSetToListSampleAdaptor< TPointSet >, and itk::Statistics::VectorContainerToListSampleAdaptor< TVectorContainer >.
Referenced by itk::Statistics::Sample< ImageJointDomainTraits< TImage >::MeasurementVectorType >::SetMeasurementVectorSize().
|
private |
Definition at line 189 of file itkSample.h.
Referenced by itk::Statistics::Sample< ImageJointDomainTraits< TImage >::MeasurementVectorType >::PrintSelf(), itk::Statistics::Sample< ImageJointDomainTraits< TImage >::MeasurementVectorType >::Sample(), and itk::Statistics::Sample< ImageJointDomainTraits< TImage >::MeasurementVectorType >::SetMeasurementVectorSize().
1.8.5
