Orfeo Toolbox  4.2
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Private Member Functions | List of all members
otb::SOMMap< TNeuron, TDistance, VMapDimension > Class Template Reference

This class represent a Self Organizing Map. More...

#include <otbSOMMap.h>

+ Inheritance diagram for otb::SOMMap< TNeuron, TDistance, VMapDimension >:
+ Collaboration diagram for otb::SOMMap< TNeuron, TDistance, VMapDimension >:

Public Types

typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef Superclass::DirectionType DirectionType
 
typedef DistanceType::Pointer DistancePointerType
 
typedef TDistance DistanceType
 
typedef Superclass::IndexType IndexType
 
typedef TNeuron NeuronType
 
typedef itk::SmartPointer< SelfPointer
 
typedef Superclass::PointType PointType
 
typedef Superclass::RegionType RegionType
 
typedef SOMMap Self
 
typedef Superclass::SizeType SizeType
 
typedef Superclass::SpacingType SpacingType
 
typedef otb::VectorImage
< typename
TNeuron::ComponentType,
VMapDimension > 
Superclass
 
- Public Types inherited from otb::VectorImage< TNeuron::ComponentType, VMapDimension >
typedef
itk::DefaultVectorPixelAccessorFunctor
< Self
AccessorFunctorType
 
typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef itk::WeakPointer
< const Self
ConstWeakPointer
 
typedef Superclass::DirectionType DirectionType
 
typedef
ImageMetadataInterfaceBase::ImageKeywordlistType 
ImageKeywordlistType
 
typedef
ImageMetadataInterfaceBase::Pointer 
ImageMetadataInterfacePointerType
 
typedef Superclass::IndexType IndexType
 
typedef
Superclass::InternalPixelType 
InternalPixelType
 
typedef Superclass::IOPixelType IOPixelType
 
typedef
itk::VectorImageNeighborhoodAccessorFunctor
< Self
NeighborhoodAccessorFunctorType
 
typedef Superclass::OffsetType OffsetType
 
typedef Superclass::PixelContainer PixelContainer
 
typedef Superclass::PixelType PixelType
 
typedef itk::SmartPointer< SelfPointer
 
typedef Superclass::PointType PointType
 
typedef Superclass::RegionType RegionType
 
typedef VectorImage Self
 
typedef Superclass::SizeType SizeType
 
typedef Superclass::SpacingType SpacingType
 
typedef itk::VectorImage
< TNeuron::ComponentType,
VImageDimension > 
Superclass
 
typedef Superclass::ValueType ValueType
 
typedef
ImageMetadataInterfaceBase::VectorType 
VectorType
 
- Public Types inherited from itk::VectorImage< TNeuron::ComponentType, VImageDimension >
typedef
DefaultVectorPixelAccessorFunctor
< Self
AccessorFunctorType
 
typedef
DefaultVectorPixelAccessor
< InternalPixelType
AccessorType
 
typedef SmartPointer< const SelfConstPointer
 
typedef WeakPointer< const SelfConstWeakPointer
 
typedef Superclass::DirectionType DirectionType
 
typedef Superclass::IndexType IndexType
 
typedef Superclass::IndexValueType IndexValueType
 
typedef TPixel InternalPixelType
 
typedef InternalPixelType IOPixelType
 
typedef
VectorImageNeighborhoodAccessorFunctor
< Self
NeighborhoodAccessorFunctorType
 
typedef Superclass::OffsetType OffsetType
 
typedef Superclass::OffsetValueType OffsetValueType
 
typedef ImportImageContainer
< SizeValueType,
InternalPixelType
PixelContainer
 
typedef
PixelContainer::ConstPointer 
PixelContainerConstPointer
 
typedef PixelContainer::Pointer PixelContainerPointer
 
typedef VariableLengthVector
< TPixel > 
PixelType
 
typedef SmartPointer< SelfPointer
 
typedef Superclass::PointType PointType
 
typedef Superclass::RegionType RegionType
 
typedef VectorImage Self
 
typedef Superclass::SizeType SizeType
 
typedef Superclass::SpacingType SpacingType
 
typedef ImageBase
< VImageDimension > 
Superclass
 
typedef PixelType ValueType
 
typedef unsigned int VectorLengthType
 
- Public Types inherited from itk::ImageBase< VImageDimension >
typedef SmartPointer< const SelfConstPointer
 
typedef Matrix
< SpacePrecisionType,
VImageDimension,
VImageDimension > 
DirectionType
 
typedef Index< VImageDimension > IndexType
 
typedef IndexType::IndexValueType IndexValueType
 
typedef Offset< VImageDimension > OffsetType
 
typedef OffsetType::OffsetValueType OffsetValueType
 
typedef SmartPointer< SelfPointer
 
typedef Point< PointValueType,
VImageDimension > 
PointType
 
typedef SpacePrecisionType PointValueType
 
typedef ImageRegion
< VImageDimension > 
RegionType
 
typedef ImageBase Self
 
typedef Size< VImageDimension > SizeType
 
typedef SizeType::SizeValueType SizeValueType
 
typedef Vector
< SpacingValueType,
VImageDimension > 
SpacingType
 
typedef SpacePrecisionType SpacingValueType
 
typedef DataObject Superclass
 
- Public Types inherited from itk::DataObject
typedef SmartPointer< const SelfConstPointer
 
typedef std::string DataObjectIdentifierType
 
typedef std::vector< Pointer >
::size_type 
DataObjectPointerArraySizeType
 
typedef SmartPointer< SelfPointer
 
typedef DataObject Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
IndexType GetWinner (const NeuronType &sample)
 
- Public Member Functions inherited from otb::VectorImage< TNeuron::ComponentType, VMapDimension >
virtual void CopyInformation (const itk::DataObject *)
 Copy metadata from a DataObject. More...
 
virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
virtual double GetGCPCol (unsigned int GCPnum) const
 
virtual unsigned int GetGCPCount (void) const
 
virtual std::string GetGCPId (unsigned int GCPnum) const
 
virtual std::string GetGCPInfo (unsigned int GCPnum) const
 
virtual std::string GetGCPProjection (void) const
 
virtual double GetGCPRow (unsigned int GCPnum) const
 
virtual OTB_GCPGetGCPs (unsigned int GCPnum)
 
virtual const OTB_GCPGetGCPs (unsigned int GCPnum) const
 
virtual double GetGCPX (unsigned int GCPnum) const
 
virtual double GetGCPY (unsigned int GCPnum) const
 
virtual double GetGCPZ (unsigned int GCPnum) const
 
virtual VectorType GetGeoTransform (void) const
 
virtual ImageKeywordlistType GetImageKeywordlist (void)
 
virtual const ImageKeywordlistType GetImageKeywordlist (void) const
 
virtual VectorType GetLowerLeftCorner (void) const
 
virtual VectorType GetLowerRightCorner (void) const
 
virtual const char * GetNameOfClass () const
 
NeighborhoodAccessorFunctorType GetNeighborhoodAccessor ()
 
const
NeighborhoodAccessorFunctorType 
GetNeighborhoodAccessor () const
 
virtual std::string GetProjectionRef (void) const
 
virtual VectorType GetUpperLeftCorner (void) const
 
virtual VectorType GetUpperRightCorner (void) const
 
void PrintSelf (std::ostream &os, itk::Indent indent) const
 
- Public Member Functions inherited from itk::VectorImage< TNeuron::ComponentType, VImageDimension >
virtual void Allocate (bool UseDefaultConstructor=false) ITK_OVERRIDE
 
virtual ::itk::LightObject::Pointer CreateAnother (void) const
 
void FillBuffer (const PixelType &value)
 
InternalPixelTypeGetBufferPointer ()
 
const InternalPixelTypeGetBufferPointer () const
 
NeighborhoodAccessorFunctorType GetNeighborhoodAccessor ()
 
const
NeighborhoodAccessorFunctorType 
GetNeighborhoodAccessor () const
 
virtual unsigned int GetNumberOfComponentsPerPixel () const
 
const PixelType GetPixel (const IndexType &index) const
 Get a pixel (read only version). More...
 
PixelType GetPixel (const IndexType &index)
 Get a "reference" to a pixel. This result cannot be used as an lvalue because the pixel is converted on the fly to a VariableLengthVector. More...
 
AccessorType GetPixelAccessor (void)
 
const AccessorType GetPixelAccessor (void) const
 
PixelContainerGetPixelContainer ()
 
const PixelContainerGetPixelContainer () const
 
virtual const VectorLengthTypeGetVectorLength ()
 
virtual void Graft (const DataObject *data)
 
virtual void Initialize ()
 
PixelType operator[] (const IndexType &index)
 Access a pixel. This result cannot be used as an lvalue because the pixel is converted on the fly to a VariableLengthVector. More...
 
const PixelType operator[] (const IndexType &index) const
 Access a pixel. More...
 
virtual void SetNumberOfComponentsPerPixel (unsigned int n)
 
void SetPixel (const IndexType &index, const PixelType &value)
 Set a pixel value. More...
 
void SetPixelContainer (PixelContainer *container)
 
virtual void SetVectorLength (VectorLengthType _arg)
 
- Public Member Functions inherited from itk::ImageBase< VImageDimension >
IndexType ComputeIndex (OffsetValueType offset) const
 
OffsetValueType ComputeOffset (const IndexType &ind) const
 
virtual const RegionTypeGetBufferedRegion () const
 
virtual const DirectionTypeGetDirection ()
 
virtual const DirectionTypeGetInverseDirection ()
 
virtual const RegionTypeGetLargestPossibleRegion () const
 
const OffsetValueTypeGetOffsetTable () const
 
virtual const PointTypeGetOrigin ()
 
virtual const RegionTypeGetRequestedRegion () const
 
virtual const SpacingTypeGetSpacing ()
 
virtual bool RequestedRegionIsOutsideOfTheBufferedRegion () ITK_OVERRIDE
 
virtual void SetBufferedRegion (const RegionType &region)
 
virtual void SetDirection (const DirectionType &direction)
 
virtual void SetLargestPossibleRegion (const RegionType &region)
 
virtual void SetOrigin (PointType _arg)
 
virtual void SetOrigin (const double origin[VImageDimension])
 
virtual void SetOrigin (const float origin[VImageDimension])
 
virtual void SetRegions (const RegionType &region)
 
virtual void SetRegions (const SizeType &size)
 
virtual void SetRequestedRegion (const RegionType &region)
 
virtual void SetRequestedRegion (const DataObject *data) ITK_OVERRIDE
 
virtual void SetRequestedRegionToLargestPossibleRegion () ITK_OVERRIDE
 
virtual void SetSpacing (const SpacingType &spacing)
 
virtual void SetSpacing (const double spacing[VImageDimension])
 
virtual void SetSpacing (const float spacing[VImageDimension])
 
template<typename TCoordRep , typename TIndexRep >
void TransformContinuousIndexToPhysicalPoint (const ContinuousIndex< TIndexRep, VImageDimension > &index, Point< TCoordRep, VImageDimension > &point) const
 
template<typename TCoordRep >
void TransformIndexToPhysicalPoint (const IndexType &index, Point< TCoordRep, VImageDimension > &point) const
 
template<typename TCoordRep >
void TransformLocalVectorToPhysicalVector (const FixedArray< TCoordRep, VImageDimension > &inputGradient, FixedArray< TCoordRep, VImageDimension > &outputGradient) const
 
template<typename TCoordRep , typename TIndexRep >
bool TransformPhysicalPointToContinuousIndex (const Point< TCoordRep, VImageDimension > &point, ContinuousIndex< TIndexRep, VImageDimension > &index) const
 Get the continuous index from a physical point. More...
 
template<typename TCoordRep >
bool TransformPhysicalPointToIndex (const Point< TCoordRep, VImageDimension > &point, IndexType &index) const
 
template<typename TCoordRep >
void TransformPhysicalVectorToLocalVector (const FixedArray< TCoordRep, VImageDimension > &inputGradient, FixedArray< TCoordRep, VImageDimension > &outputGradient) const
 
virtual void UpdateOutputData () ITK_OVERRIDE
 
virtual void UpdateOutputInformation () ITK_OVERRIDE
 
virtual bool VerifyRequestedRegion () ITK_OVERRIDE
 
- Public Member Functions inherited from itk::DataObject
virtual void DataHasBeenGenerated ()
 
void DisconnectPipeline ()
 
bool GetDataReleased () const
 
virtual const ModifiedTimeTypeGetPipelineMTime ()
 
virtual const RealTimeStampGetRealTimeStamp ()
 
virtual const bool & GetReleaseDataFlag ()
 
SmartPointerForwardReference
< ProcessObject
GetSource () const
 
DataObjectPointerArraySizeType GetSourceOutputIndex () const
 
const DataObjectIdentifierTypeGetSourceOutputName () const
 
virtual ModifiedTimeType GetUpdateMTime () const
 
virtual void PrepareForNewData ()
 
virtual void PropagateRequestedRegion ()
 
void ReleaseData ()
 
virtual void ReleaseDataFlagOff ()
 
virtual void ReleaseDataFlagOn ()
 
virtual void ResetPipeline ()
 
void SetPipelineMTime (ModifiedTimeType time)
 
virtual void SetRealTimeStamp (RealTimeStamp _arg)
 
void SetReleaseDataFlag (bool flag)
 
bool ShouldIReleaseData () const
 
virtual void Update ()
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary (void)
 
const MetaDataDictionaryGetMetaDataDictionary (void) const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const std::string & GetObjectName ()
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
virtual void Register () const ITK_OVERRIDE
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetObjectName (std::string _arg)
 
virtual void SetReferenceCount (int) ITK_OVERRIDE
 
virtual void UnRegister () const ITK_OVERRIDE
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Static Public Member Functions

static Pointer New ()
 
- Static Public Member Functions inherited from otb::VectorImage< TNeuron::ComponentType, VMapDimension >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::VectorImage< TNeuron::ComponentType, VImageDimension >
static Pointer New ()
 
- Static Public Member Functions inherited from itk::ImageBase< VImageDimension >
static unsigned int GetImageDimension ()
 
static Pointer New ()
 
- Static Public Member Functions inherited from itk::DataObject
static bool GetGlobalReleaseDataFlag ()
 
static void GlobalReleaseDataFlagOff ()
 
static void GlobalReleaseDataFlagOn ()
 
static void SetGlobalReleaseDataFlag (bool val)
 
- 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)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 

Protected Member Functions

 SOMMap ()
 
virtual ~SOMMap ()
 
void PrintSelf (std::ostream &os, itk::Indent indent) const
 
- Protected Member Functions inherited from otb::VectorImage< TNeuron::ComponentType, VMapDimension >
 VectorImage ()
 
virtual ~VectorImage ()
 
- Protected Member Functions inherited from itk::VectorImage< TNeuron::ComponentType, VImageDimension >
 VectorImage ()
 
void PrintSelf (std::ostream &os, Indent indent) const
 
- Protected Member Functions inherited from itk::ImageBase< VImageDimension >
 ImageBase ()
 
 ~ImageBase ()
 
virtual void ComputeIndexToPhysicalPointMatrices ()
 
void ComputeOffsetTable ()
 
virtual void InitializeBufferedRegion (void)
 
- Protected Member Functions inherited from itk::DataObject
 DataObject ()
 
 ~DataObject ()
 
virtual void PropagateResetPipeline ()
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
virtual ~Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
- Protected Member Functions inherited from itk::LightObject
 LightObject ()
 
virtual ~LightObject ()
 
virtual LightObject::Pointer InternalClone () const
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 

Private Member Functions

 SOMMap (const Self &)
 
void operator= (const Self &)
 

Additional Inherited Members

- Static Public Attributes inherited from otb::VectorImage< TNeuron::ComponentType, VMapDimension >
static const unsigned int ImageDimension
 
- Protected Types inherited from itk::LightObject
typedef int InternalReferenceCountType
 
- Protected Attributes inherited from itk::ImageBase< VImageDimension >
DirectionType m_Direction
 
DirectionType m_IndexToPhysicalPoint
 
DirectionType m_InverseDirection
 
PointType m_Origin
 
DirectionType m_PhysicalPointToIndex
 
SpacingType m_Spacing
 

Detailed Description

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
class otb::SOMMap< TNeuron, TDistance, VMapDimension >

This class represent a Self Organizing Map.

The Self organizing map (or Kohonen map) is a type of neural networks. It is based on an analogy with the visual cortex, where similar inputs activate neighbor neurons.

This class extends the Image object, where each pixel represents a neuron in the map. It is templated with a distance parameter used to compute the neuron response to an input. Thanks to the extension of the Image object, reading and writing is supported through standard image readers and writers.

The training is done via the SOM class, and the activation map can be produced with the SOMActivationBuilder class.

See Also
SOM
SOMActivationBuilder

Definition at line 51 of file otbSOMMap.h.

Member Typedef Documentation

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef itk::SmartPointer<const Self> otb::SOMMap< TNeuron, TDistance, VMapDimension >::ConstPointer

Definition at line 59 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef Superclass::DirectionType otb::SOMMap< TNeuron, TDistance, VMapDimension >::DirectionType

Definition at line 77 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef DistanceType::Pointer otb::SOMMap< TNeuron, TDistance, VMapDimension >::DistancePointerType

Definition at line 72 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef TDistance otb::SOMMap< TNeuron, TDistance, VMapDimension >::DistanceType

Definition at line 71 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef Superclass::IndexType otb::SOMMap< TNeuron, TDistance, VMapDimension >::IndexType

Superclass related typedefs

Definition at line 75 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef TNeuron otb::SOMMap< TNeuron, TDistance, VMapDimension >::NeuronType

There is no runtime informations macro since this class has to be considered to as a simple VectorImage // itkTypeMacro(SOMMap, VectorImage);Template parameters related typedefs

Definition at line 62 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef itk::SmartPointer<Self> otb::SOMMap< TNeuron, TDistance, VMapDimension >::Pointer

Definition at line 58 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef Superclass::PointType otb::SOMMap< TNeuron, TDistance, VMapDimension >::PointType

Definition at line 80 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef Superclass::RegionType otb::SOMMap< TNeuron, TDistance, VMapDimension >::RegionType

Definition at line 78 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef SOMMap otb::SOMMap< TNeuron, TDistance, VMapDimension >::Self

Standard typedefs

Definition at line 56 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef Superclass::SizeType otb::SOMMap< TNeuron, TDistance, VMapDimension >::SizeType

Definition at line 76 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef Superclass::SpacingType otb::SOMMap< TNeuron, TDistance, VMapDimension >::SpacingType

Definition at line 79 of file otbSOMMap.h.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
typedef otb::VectorImage<typename TNeuron::ComponentType, VMapDimension> otb::SOMMap< TNeuron, TDistance, VMapDimension >::Superclass

Definition at line 57 of file otbSOMMap.h.

Constructor & Destructor Documentation

template<class TNeuron , class TDistance , unsigned int VMapDimension>
otb::SOMMap< TNeuron, TDistance, VMapDimension >::SOMMap ( )
protected

Constructor

Definition at line 33 of file otbSOMMap.txx.

template<class TNeuron , class TDistance , unsigned int VMapDimension>
otb::SOMMap< TNeuron, TDistance, VMapDimension >::~SOMMap ( )
protectedvirtual

Destructor

Definition at line 40 of file otbSOMMap.txx.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
otb::SOMMap< TNeuron, TDistance, VMapDimension >::SOMMap ( const Self )
private

Member Function Documentation

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
virtual::itk::LightObject::Pointer otb::SOMMap< TNeuron, TDistance, VMapDimension >::CreateAnother ( void  ) const
virtual

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::Object.

template<class TNeuron , class TDistance , unsigned int VMapDimension>
SOMMap< TNeuron, TDistance, VMapDimension >::IndexType otb::SOMMap< TNeuron, TDistance, VMapDimension >::GetWinner ( const NeuronType sample)

Get The index of the winning neuron for a sample.

Parameters
samplethe sample.
Returns
The index of the winning neuron.

Get The index of the winning neuron for a sample.

Parameters
sampleThe sample
Returns
The index of the winning neuron.

Definition at line 51 of file otbSOMMap.txx.

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
static Pointer otb::SOMMap< TNeuron, TDistance, VMapDimension >::New ( )
static

Creation through object factory macro

template<class TNeuron = itk::VariableLengthVector<double>, class TDistance = itk::Statistics::EuclideanDistanceMetric<TNeuron>, unsigned int VMapDimension = 2>
void otb::SOMMap< TNeuron, TDistance, VMapDimension >::operator= ( const Self )
private
template<class TNeuron , class TDistance , unsigned int VMapDimension>
void otb::SOMMap< TNeuron, TDistance, VMapDimension >::PrintSelf ( std::ostream &  os,
itk::Indent  indent 
) const
protectedvirtual

PrintSelf method

Reimplemented from itk::ImageBase< VImageDimension >.

Definition at line 84 of file otbSOMMap.txx.


The documentation for this class was generated from the following files:

Generated at Sat Oct 11 2014 17:20:59 for Orfeo Toolbox with doxygen 1.8.3.1