itk::Statistics::KdTreeGenerator< TSample > Class Template Reference
#include <itkKdTreeGenerator.h>
Detailed Description
template<class TSample>
class itk::Statistics::KdTreeGenerator< TSample >
This class generates a KdTree object without centroid information.
The KdTree object stores measurment vectors in a k-d tree structure that is a binary tree. The partition value is the median value of one of the k dimension (partition dimension). The partition dimension is determined by the spread of measurement values in each dimension. The partition dimension is the dimension has the widest spread. Our implementation of k-d tree doesn't have any construction or insertion logic. Users should use this class or the WeightedCentroidKdTreeGenerator class.
The number of the measurement vectors in a terminal node is set by the SetBucketSize method. If we use too small number for this, it might cause computational overhead to calculate bound conditions. However, too large number will cause more distance calculation between the measurement vectors in a terminal node and the query point.
To run this generator, users should provides the bucket size (SetBucketSize method) and the input sample (SetSample method). The Update method will run this generator. To get the resulting KdTree object, call the GetOutput method.
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. It is now obtained from the sample set as input. You may query this length using the function GetMeasurementVectorSize().
- See also:
- KdTree, KdTreeNode, KdTreeNonterminalNode, KdTreeTerminalNode, WeightedCentroidKdTreeGenerator
Definition at line 69 of file Numerics/Statistics/itkKdTreeGenerator.h.
Public Types | |
| typedef SmartPointer< const Self > | ConstPointer |
| typedef SmartPointer< const Self > | ConstPointer |
| typedef KdTreeType::KdTreeNodeType | KdTreeNodeType |
| typedef KdTreeType::KdTreeNodeType | KdTreeNodeType |
| typedef KdTree< TSample > | KdTreeType |
| typedef KdTree< TSample > | KdTreeType |
| typedef TSample::MeasurementType | MeasurementType |
| typedef TSample::MeasurementType | MeasurementType |
| typedef unsigned int | MeasurementVectorSizeType |
| typedef unsigned int | MeasurementVectorSizeType |
| typedef TSample::MeasurementVectorType | MeasurementVectorType |
| typedef TSample::MeasurementVectorType | MeasurementVectorType |
| typedef KdTreeType::Pointer | OutputPointer |
| typedef KdTreeType::Pointer | OutputPointer |
| typedef KdTreeType | OutputType |
| typedef KdTreeType | OutputType |
| typedef SmartPointer< Self > | Pointer |
| typedef SmartPointer< Self > | Pointer |
| typedef KdTreeGenerator | Self |
| typedef KdTreeGenerator | Self |
| typedef SubsampleType::Pointer | SubsamplePointer |
| typedef SubsampleType::Pointer | SubsamplePointer |
| typedef Subsample< TSample > | SubsampleType |
| typedef Subsample< TSample > | SubsampleType |
| typedef Object | Superclass |
| typedef Object | Superclass |
Public Member Functions | |
| virtual LightObject::Pointer | CreateAnother () const |
| virtual void | DebugOff () const |
| virtual void | DebugOn () const |
| virtual void | Delete () |
| void | GenerateData () |
| void | GenerateData () |
| Command * | GetCommand (unsigned long tag) |
| bool | GetDebug () const |
| virtual unsigned int | GetMeasurementVectorSize () const |
| virtual unsigned int | GetMeasurementVectorSize () const |
| const MetaDataDictionary & | GetMetaDataDictionary (void) const |
| MetaDataDictionary & | GetMetaDataDictionary (void) |
| virtual unsigned long | GetMTime () const |
| virtual const char * | GetNameOfClass () const |
| virtual const char * | GetNameOfClass () const |
| OutputPointer | GetOutput () |
| OutputPointer | GetOutput () |
| virtual int | GetReferenceCount () const |
| bool | HasObserver (const EventObject &event) const |
| void | InvokeEvent (const EventObject &) const |
| void | InvokeEvent (const EventObject &) |
| virtual void | Modified () const |
| void | Print (std::ostream &os, Indent indent=0) const |
| virtual void | Register () const |
| void | RemoveAllObservers () |
| void | RemoveObserver (unsigned long tag) |
| void | SetBucketSize (unsigned int size) |
| void | SetBucketSize (unsigned int size) |
| void | SetDebug (bool debugFlag) const |
| void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
| virtual void | SetReferenceCount (int) |
| void | SetSample (TSample *sample) |
| void | SetSample (TSample *sample) |
| virtual void | UnRegister () const |
| void | Update () |
| void | Update () |
| unsigned long | AddObserver (const EventObject &event, Command *) const |
| unsigned long | AddObserver (const EventObject &event, Command *) |
Static Public Member Functions | |
| static void | BreakOnError () |
| static Pointer | New () |
| static Pointer | New () |
| static bool | GetGlobalWarningDisplay () |
| static void | GlobalWarningDisplayOff () |
| static void | GlobalWarningDisplayOn () |
| static void | SetGlobalWarningDisplay (bool flag) |
Public Attributes | |
| unsigned int | TotalInstance |
Protected Types | |
| typedef int | InternalReferenceCountType |
Protected Member Functions | |
| virtual KdTreeNodeType * | GenerateNonterminalNode (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
| virtual KdTreeNodeType * | GenerateNonterminalNode (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
| KdTreeNodeType * | GenerateTreeLoop (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
| KdTreeNodeType * | GenerateTreeLoop (unsigned int beginIndex, unsigned int endIndex, MeasurementVectorType &lowerBound, MeasurementVectorType &upperBound, unsigned int level) |
| SubsamplePointer | GetSubsample () |
| SubsamplePointer | GetSubsample () |
| KdTreeGenerator () | |
| KdTreeGenerator () | |
| bool | PrintObservers (std::ostream &os, Indent indent) const |
| void | PrintSelf (std::ostream &os, Indent indent) const |
| void | PrintSelf (std::ostream &os, Indent indent) const |
| virtual | ~KdTreeGenerator () |
| virtual | ~KdTreeGenerator () |
| virtual void | PrintHeader (std::ostream &os, Indent indent) const |
| virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
Protected Attributes | |
| InternalReferenceCountType | m_ReferenceCount |
| SimpleFastMutexLock | m_ReferenceCountLock |
Member Typedef Documentation
| typedef SmartPointer<const Self> itk::Statistics::KdTreeGenerator< TSample >::ConstPointer |
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 76 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef SmartPointer<const Self> itk::Statistics::KdTreeGenerator< TSample >::ConstPointer |
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 76 of file Numerics/Statistics/itkKdTreeGenerator.h.
typedef int itk::LightObject::InternalReferenceCountType [protected, inherited] |
Define the type of the reference count according to the target. This allows the use of atomic operations
Definition at line 139 of file itkLightObject.h.
| typedef KdTreeType::KdTreeNodeType itk::Statistics::KdTreeGenerator< TSample >::KdTreeNodeType |
Typedef for the k-d tree node type
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 101 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef KdTreeType::KdTreeNodeType itk::Statistics::KdTreeGenerator< TSample >::KdTreeNodeType |
Typedef for the k-d tree node type
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 101 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef KdTree< TSample > itk::Statistics::KdTreeGenerator< TSample >::KdTreeType |
Typedef for the k-d tree
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 92 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef KdTree< TSample > itk::Statistics::KdTreeGenerator< TSample >::KdTreeType |
Typedef for the k-d tree
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 92 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef TSample::MeasurementType itk::Statistics::KdTreeGenerator< TSample >::MeasurementType |
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 86 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef TSample::MeasurementType itk::Statistics::KdTreeGenerator< TSample >::MeasurementType |
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 86 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef unsigned int itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorSizeType |
Typedef for the length of each measurement vector
Definition at line 89 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef unsigned int itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorSizeType |
Typedef for the length of each measurement vector
Definition at line 89 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef TSample::MeasurementVectorType itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorType |
typedef alias for the source data container
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 82 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef TSample::MeasurementVectorType itk::Statistics::KdTreeGenerator< TSample >::MeasurementVectorType |
typedef alias for the source data container
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 82 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef KdTreeType::Pointer itk::Statistics::KdTreeGenerator< TSample >::OutputPointer |
Typedef for the smart pointer to the k-d tree
Definition at line 98 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef KdTreeType::Pointer itk::Statistics::KdTreeGenerator< TSample >::OutputPointer |
Typedef for the smart pointer to the k-d tree
Definition at line 98 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef KdTreeType itk::Statistics::KdTreeGenerator< TSample >::OutputType |
Type alias for the k-d tree type
Definition at line 95 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef KdTreeType itk::Statistics::KdTreeGenerator< TSample >::OutputType |
Type alias for the k-d tree type
Definition at line 95 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef SmartPointer<Self> itk::Statistics::KdTreeGenerator< TSample >::Pointer |
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 75 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef SmartPointer<Self> itk::Statistics::KdTreeGenerator< TSample >::Pointer |
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 75 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef KdTreeGenerator itk::Statistics::KdTreeGenerator< TSample >::Self |
Standard class typedefs
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 73 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef KdTreeGenerator itk::Statistics::KdTreeGenerator< TSample >::Self |
Standard class typedefs
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 73 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef SubsampleType::Pointer itk::Statistics::KdTreeGenerator< TSample >::SubsamplePointer |
Typedef for the smart pointer to the Subsample
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 107 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef SubsampleType::Pointer itk::Statistics::KdTreeGenerator< TSample >::SubsamplePointer |
Typedef for the smart pointer to the Subsample
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 107 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef Subsample< TSample > itk::Statistics::KdTreeGenerator< TSample >::SubsampleType |
Typedef for the internal Subsample
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 104 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef Subsample< TSample > itk::Statistics::KdTreeGenerator< TSample >::SubsampleType |
Typedef for the internal Subsample
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 104 of file Numerics/Statistics/itkKdTreeGenerator.h.
| typedef Object itk::Statistics::KdTreeGenerator< TSample >::Superclass |
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 74 of file Review/Statistics/itkKdTreeGenerator.h.
| typedef Object itk::Statistics::KdTreeGenerator< TSample >::Superclass |
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
Definition at line 74 of file Numerics/Statistics/itkKdTreeGenerator.h.
Constructor & Destructor Documentation
| itk::Statistics::KdTreeGenerator< TSample >::KdTreeGenerator | ( | ) | [protected] |
Constructor
| virtual itk::Statistics::KdTreeGenerator< TSample >::~KdTreeGenerator | ( | ) | [inline, protected, virtual] |
Destructor
Definition at line 139 of file Numerics/Statistics/itkKdTreeGenerator.h.
| itk::Statistics::KdTreeGenerator< TSample >::KdTreeGenerator | ( | ) | [protected] |
Constructor
| virtual itk::Statistics::KdTreeGenerator< TSample >::~KdTreeGenerator | ( | ) | [inline, protected, virtual] |
Destructor
Definition at line 140 of file Review/Statistics/itkKdTreeGenerator.h.
Member Function Documentation
| unsigned long itk::Object::AddObserver | ( | const EventObject & | event, | |
| Command * | ||||
| ) | const [inherited] |
| unsigned long itk::Object::AddObserver | ( | const EventObject & | event, | |
| Command * | ||||
| ) | [inherited] |
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::Command to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the Command becomes the responsibility of this object, so don't pass the same instance of a command to two different objects
| static void itk::LightObject::BreakOnError | ( | ) | [static, inherited] |
This method is called when itkExceptionMacro executes. It allows the debugger to break on error.
| virtual LightObject::Pointer itk::Object::CreateAnother | ( | ) | const [virtual, inherited] |
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.
| virtual void itk::Object::DebugOff | ( | ) | const [virtual, inherited] |
Turn debugging output off.
| virtual void itk::Object::DebugOn | ( | ) | const [virtual, inherited] |
Turn debugging output on.
| virtual void itk::LightObject::Delete | ( | ) | [virtual, inherited] |
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.
| void itk::Statistics::KdTreeGenerator< TSample >::GenerateData | ( | ) |
Runs this k-d tree construction algorithm.
| void itk::Statistics::KdTreeGenerator< TSample >::GenerateData | ( | ) |
Runs this k-d tree construction algorithm.
| virtual KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateNonterminalNode | ( | unsigned int | beginIndex, | |
| unsigned int | endIndex, | |||
| MeasurementVectorType & | lowerBound, | |||
| MeasurementVectorType & | upperBound, | |||
| unsigned int | level | |||
| ) | [protected, virtual] |
Nonterminal node generation routine
| virtual KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateNonterminalNode | ( | unsigned int | beginIndex, | |
| unsigned int | endIndex, | |||
| MeasurementVectorType & | lowerBound, | |||
| MeasurementVectorType & | upperBound, | |||
| unsigned int | level | |||
| ) | [protected, virtual] |
Nonterminal node generation routine
| KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateTreeLoop | ( | unsigned int | beginIndex, | |
| unsigned int | endIndex, | |||
| MeasurementVectorType & | lowerBound, | |||
| MeasurementVectorType & | upperBound, | |||
| unsigned int | level | |||
| ) | [protected] |
Tree generation loop
| KdTreeNodeType* itk::Statistics::KdTreeGenerator< TSample >::GenerateTreeLoop | ( | unsigned int | beginIndex, | |
| unsigned int | endIndex, | |||
| MeasurementVectorType & | lowerBound, | |||
| MeasurementVectorType & | upperBound, | |||
| unsigned int | level | |||
| ) | [protected] |
Tree generation loop
| Command* itk::Object::GetCommand | ( | unsigned long | tag | ) | [inherited] |
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.
| bool itk::Object::GetDebug | ( | ) | const [inherited] |
Get the value of the debug flag.
| static bool itk::Object::GetGlobalWarningDisplay | ( | ) | [static, inherited] |
| virtual unsigned int itk::Statistics::KdTreeGenerator< TSample >::GetMeasurementVectorSize | ( | ) | const [virtual] |
Get macro to get the length of the measurement vectors that are being held in the 'sample' that is passed to this class
| virtual unsigned int itk::Statistics::KdTreeGenerator< TSample >::GetMeasurementVectorSize | ( | ) | const [virtual] |
Get macro to get the length of the measurement vectors that are being held in the 'sample' that is passed to this class
| const MetaDataDictionary& itk::Object::GetMetaDataDictionary | ( | void | ) | const [inherited] |
- Returns:
- A constant reference to this objects MetaDataDictionary.
| MetaDataDictionary& itk::Object::GetMetaDataDictionary | ( | void | ) | [inherited] |
| virtual unsigned long itk::Object::GetMTime | ( | ) | const [virtual, inherited] |
Return this objects modified time.
Reimplemented in itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject >, itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage >, itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage >, itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet >, itk::DeformationFieldSource< TOutputImage >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::ImageAdaptor< TImage, TAccessor >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType >, itk::ImageSpatialObject< TDimension, TPixelType >, itk::MeshSpatialObject< TMesh >, itk::SceneSpatialObject< TSpaceDimension >, itk::SpatialObject< TDimension >, itk::ImageAdaptor< TImage, itk::Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageAdaptor< itk::VectorImage< TPixelType, Dimension >, itk::Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, itk::PixelAccessor< TInternalType, TExternalType > >, itk::ImageAdaptor< TImage, itk::Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, itk::Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageSpatialObject< TDimension, unsigned char >, itk::SpatialObject< 3 >, and itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >.
Referenced by itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime().
| virtual const char* itk::Statistics::KdTreeGenerator< TSample >::GetNameOfClass | ( | ) | const [virtual] |
Run-time type information (and related methods)
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
| virtual const char* itk::Statistics::KdTreeGenerator< TSample >::GetNameOfClass | ( | ) | const [virtual] |
Run-time type information (and related methods)
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
| OutputPointer itk::Statistics::KdTreeGenerator< TSample >::GetOutput | ( | void | ) | [inline] |
Returns the pointer to the generated k-d tree.
Definition at line 117 of file Review/Statistics/itkKdTreeGenerator.h.
| OutputPointer itk::Statistics::KdTreeGenerator< TSample >::GetOutput | ( | void | ) | [inline] |
Returns the pointer to the generated k-d tree.
Definition at line 117 of file Numerics/Statistics/itkKdTreeGenerator.h.
| virtual int itk::LightObject::GetReferenceCount | ( | ) | const [inline, virtual, inherited] |
Gets the reference count on this object.
Definition at line 106 of file itkLightObject.h.
| SubsamplePointer itk::Statistics::KdTreeGenerator< TSample >::GetSubsample | ( | ) | [inline, protected] |
Returns the smart pointer to the internal Subsample object.
Definition at line 145 of file Review/Statistics/itkKdTreeGenerator.h.
| SubsamplePointer itk::Statistics::KdTreeGenerator< TSample >::GetSubsample | ( | ) | [inline, protected] |
Returns the smart pointer to the internal Subsample object.
Definition at line 144 of file Numerics/Statistics/itkKdTreeGenerator.h.
| static void itk::Object::GlobalWarningDisplayOff | ( | ) | [inline, static, inherited] |
| static void itk::Object::GlobalWarningDisplayOn | ( | ) | [inline, static, inherited] |
| bool itk::Object::HasObserver | ( | const EventObject & | event | ) | const [inherited] |
Return true if an observer is registered for this event.
| void itk::Object::InvokeEvent | ( | const EventObject & | ) | const [inherited] |
Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.
| void itk::Object::InvokeEvent | ( | const EventObject & | ) | [inherited] |
Call Execute on all the Commands observing this event id.
| virtual void itk::Object::Modified | ( | ) | const [virtual, inherited] |
Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data.
Reimplemented in itk::NormalizeImageFilter< TInputImage, TOutputImage >, itk::ImageAdaptor< TImage, TAccessor >, itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter >, itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel >, itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel >, itk::ImageAdaptor< TImage, itk::Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageAdaptor< itk::VectorImage< TPixelType, Dimension >, itk::Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, itk::PixelAccessor< TInternalType, TExternalType > >, itk::ImageAdaptor< TImage, itk::Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, itk::Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, and itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, itk::RankImageFilter< TInputImage, TInputImage, itk::FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > >.
Referenced by itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::InsertNarrowBandNode(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBand(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandInnerRadius(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandTotalRadius(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds(), itk::NonUniformBSpline< TDimension >::SetSplineOrder(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds(), itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale(), and itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation().
| static Pointer itk::Statistics::KdTreeGenerator< TSample >::New | ( | ) | [static] |
Method for creation through the object factory.
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
| static Pointer itk::Statistics::KdTreeGenerator< TSample >::New | ( | ) | [static] |
Method for creation through the object factory.
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
| void itk::LightObject::Print | ( | std::ostream & | os, | |
| Indent | indent = 0 | |||
| ) | const [inherited] |
Cause the object to print itself out.
Referenced by itk::WeakPointer< itk::ProcessObject >::Print(), and itk::SmartPointer< itk::MutualInformationImageToImageMetric >::Print().
| virtual void itk::LightObject::PrintHeader | ( | std::ostream & | os, | |
| Indent | indent | |||
| ) | const [protected, virtual, inherited] |
| bool itk::Object::PrintObservers | ( | std::ostream & | os, | |
| Indent | indent | |||
| ) | const [protected, inherited] |
| void itk::Statistics::KdTreeGenerator< TSample >::PrintSelf | ( | std::ostream & | os, | |
| Indent | indent | |||
| ) | const [protected, virtual] |
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.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
| void itk::Statistics::KdTreeGenerator< TSample >::PrintSelf | ( | std::ostream & | os, | |
| Indent | indent | |||
| ) | const [protected, virtual] |
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.
Reimplemented in itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >, and itk::Statistics::WeightedCentroidKdTreeGenerator< TSample >.
| virtual void itk::LightObject::PrintTrailer | ( | std::ostream & | os, | |
| Indent | indent | |||
| ) | const [protected, virtual, inherited] |
| virtual void itk::Object::Register | ( | ) | const [virtual, inherited] |
Increase the reference count (mark as used by another object).
Reimplemented from itk::LightObject.
| void itk::Object::RemoveAllObservers | ( | ) | [inherited] |
Remove all observers .
| void itk::Object::RemoveObserver | ( | unsigned long | tag | ) | [inherited] |
Remove the observer with this tag value.
| void itk::Statistics::KdTreeGenerator< TSample >::SetBucketSize | ( | unsigned int | size | ) |
Sets the number of measurement vectors that can be stored in a terminal node.
| void itk::Statistics::KdTreeGenerator< TSample >::SetBucketSize | ( | unsigned int | size | ) |
Sets the number of measurement vectors that can be stored in a terminal node.
| void itk::Object::SetDebug | ( | bool | debugFlag | ) | const [inherited] |
Set the value of the debug flag. A non-zero value turns debugging on.
| static void itk::Object::SetGlobalWarningDisplay | ( | bool | flag | ) | [static, inherited] |
This is a global flag that controls whether any debug, warning or error messages are displayed.
Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn().
| void itk::Object::SetMetaDataDictionary | ( | const MetaDataDictionary & | rhs | ) | [inherited] |
- Returns:
- Set the MetaDataDictionary
| virtual void itk::Object::SetReferenceCount | ( | int | ) | [virtual, inherited] |
Sets the reference count (use with care)
Reimplemented from itk::LightObject.
| void itk::Statistics::KdTreeGenerator< TSample >::SetSample | ( | TSample * | sample | ) |
Sets the input sample that provides the measurement vectors.
| void itk::Statistics::KdTreeGenerator< TSample >::SetSample | ( | TSample * | sample | ) |
Sets the input sample that provides the measurement vectors.
| virtual void itk::Object::UnRegister | ( | ) | const [virtual, inherited] |
Decrease the reference count (release by another object).
Reimplemented from itk::LightObject.
Referenced by itk::SmartPointer< itk::MutualInformationImageToImageMetric >::operator=().
| void itk::Statistics::KdTreeGenerator< TSample >::Update | ( | void | ) | [inline] |
Runs this k-d tree construction algorithm.
Definition at line 123 of file Review/Statistics/itkKdTreeGenerator.h.
References HardConnectedComponentImageFilter::GenerateData().
| void itk::Statistics::KdTreeGenerator< TSample >::Update | ( | void | ) | [inline] |
Runs this k-d tree construction algorithm.
Definition at line 121 of file Numerics/Statistics/itkKdTreeGenerator.h.
References HardConnectedComponentImageFilter::GenerateData().
Member Data Documentation
InternalReferenceCountType itk::LightObject::m_ReferenceCount [mutable, protected, inherited] |
Number of uses of this object by other objects.
Definition at line 144 of file itkLightObject.h.
SimpleFastMutexLock itk::LightObject::m_ReferenceCountLock [mutable, protected, inherited] |
Mutex lock to protect modification to the reference count
Definition at line 147 of file itkLightObject.h.
| unsigned int itk::Statistics::KdTreeGenerator< TSample >::TotalInstance |
The number of measurement vectors in an object of this class.
Definition at line 128 of file Numerics/Statistics/itkKdTreeGenerator.h.
The documentation for this class was generated from the following files:
