OTB  6.7.0
Orfeo Toolbox
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Private Member Functions | Private Attributes | List of all members
otb::InnerProductPCAImageFilter< TInputImage, TOutputImage > Class Template Reference

#include <otbInnerProductPCAImageFilter.h>

+ Inheritance diagram for otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >:
+ Collaboration diagram for otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >:

Public Types

typedef CastFilterType::Pointer CastFilterPointer
 
typedef
ImageToVectorImageCastFilter
< InternalImageType,
OutputImageType
CastFilterType
 
typedef
ConcatenateFilterType::Pointer 
ConcatenateFilterPointer
 
typedef
ConcatenateVectorImageFilter
< OutputImageType,
OutputImageType,
OutputImageType
ConcatenateFilterType
 
typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef
EstimatePCAFilterType::Pointer 
EstimatePCAFilterPointer
 
typedef
EstimateInnerProductPCAImageFilter
< InputImageType,
OutputImageType
EstimatePCAFilterType
 
typedef TInputImage InputImageType
 
typedef Image< typename
InputImageType::InternalPixelType > 
InternalImageType
 
typedef MeanFilterType::Pointer MeanFilterPointer
 
typedef
itk::UnaryFunctorImageFilter
< InputImageType,
InternalImageType,
MeanFunctorType
MeanFilterType
 
typedef Functor::MeanFunctor
< typename
InputImageType::PixelType,
typename
InternalImageType::PixelType
MeanFunctorType
 
typedef
NormalizePCAFilterType::Pointer 
NormalizePCAFilterPointer
 
typedef
NormalizeInnerProductPCAImageFilter
< OutputImageType,
OutputImageType
NormalizePCAFilterType
 
typedef TOutputImage OutputImageType
 
typedef itk::SmartPointer< SelfPointer
 
typedef InnerProductPCAImageFilter Self
 
typedef
itk::ImageToImageFilter
< TInputImage, TOutputImage > 
Superclass
 
- Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TInputImage InputImageType
 
typedef
Superclass::OutputImagePixelType 
OutputImagePixelType
 
typedef
Superclass::OutputImageRegionType 
OutputImageRegionType
 
typedef SmartPointer< SelfPointer
 
typedef ImageToImageFilter Self
 
typedef ImageSource< TOutputImage > Superclass
 
- Public Types inherited from itk::ImageSource< TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
Superclass::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef
Superclass::DataObjectPointerArraySizeType 
DataObjectPointerArraySizeType
 
typedef OutputImageType::PixelType OutputImagePixelType
 
typedef OutputImageType::Pointer OutputImagePointer
 
typedef OutputImageType::RegionType OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef SmartPointer< SelfPointer
 
typedef ImageSource Self
 
typedef ProcessObject Superclass
 
- Public Types inherited from itk::ProcessObject
typedef SmartPointer< const SelfConstPointer
 
typedef
DataObject::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef std::vector
< DataObjectPointer
DataObjectPointerArray
 
typedef
DataObjectPointerArray::size_type 
DataObjectPointerArraySizeType
 
typedef std::vector
< DataObjectIdentifierType
NameArray
 
typedef SmartPointer< SelfPointer
 
typedef ProcessObject 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
 
virtual const char * GetNameOfClass () const
 
virtual void SetNumberOfPrincipalComponentsRequired (unsigned int _arg)
 
virtual unsigned int GetNumberOfPrincipalComponentsRequired ()
 
virtual void SetGenerateMeanComponent (bool _arg)
 
virtual bool GetGenerateMeanComponent ()
 
virtual void GenerateMeanComponentOn ()
 
virtual void GenerateMeanComponentOff ()
 
virtual void SetCenterData (bool _arg)
 
virtual bool GetCenterData ()
 
virtual void CenterDataOn ()
 
virtual void CenterDataOff ()
 
 otbSetObjectMemberMacro (NormalizePCAFilter, UseUnbiasedEstimator, bool)
 
 otbGetObjectMemberMacro (NormalizePCAFilter, UseUnbiasedEstimator, bool)
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
virtual double GetCoordinateTolerance () const
 
virtual double GetDirectionTolerance () const
 
const InputImageTypeGetInput () const
 
const InputImageTypeGetInput (unsigned int idx) const
 
virtual void PopBackInput () override
 
virtual void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *image)
 
virtual void PushFrontInput (const InputImageType *image)
 
virtual void SetCoordinateTolerance (double _arg)
 
virtual void SetDirectionTolerance (double _arg)
 
virtual void SetInput (const InputImageType *image)
 
virtual void SetInput (unsigned int, const TInputImage *image)
 
- Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageTypeGetOutput (unsigned int idx)
 
OutputImageTypeGetOutput ()
 
const OutputImageTypeGetOutput () const
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void GraftOutput (DataObject *output)
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (const ProcessObject::DataObjectIdentifierType &) override
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
MultiThreader * GetMultiThreader () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual const ThreadIdTypeGetNumberOfThreads () const
 
virtual
DataObjectPointerArraySizeType 
GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual const float & GetProgress () const
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual bool GetReleaseDataFlag () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
void ReleaseDataFlagOff ()
 
void ReleaseDataFlagOn ()
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
void SetProgress (float progress)
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
- 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
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
virtual ModifiedTimeType GetMTime () const
 
virtual const std::string & GetObjectName () const
 
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 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) override
 
virtual void UnRegister () const noexceptoverride
 
- 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 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

 InnerProductPCAImageFilter ()
 
 ~InnerProductPCAImageFilter () override
 
void GenerateData (void) override
 
void PrintSelf (std::ostream &os, itk::Indent indent) const override
 
void GenerateOutputInformation () override
 
- Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
virtual void CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
 
virtual void CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
 
virtual void GenerateInputRequestedRegion () override
 
 ImageToImageFilter ()
 
void PushBackInput (const DataObject *input) override
 
void PushFrontInput (const DataObject *input) override
 
virtual void VerifyInputInformation () override
 
 ~ImageToImageFilter ()
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void AfterThreadedGenerateData ()
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter () const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
 
virtual ~ImageSource ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredInputs () const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredOutputs () const
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual const char * GetPrimaryInputName (void) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
virtual const char * GetPrimaryOutputName (void) const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
 itkLegacyMacro (virtual void RemoveInput(DataObject *input))
 
 itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))
 
 itkLegacyMacro (virtual void RemoveOutput(DataObject *output))
 
 itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
 ProcessObject ()
 
virtual void PropagateResetPipeline ()
 
virtual void ReleaseInputs ()
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *input)
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual void SetPrimaryOutput (DataObject *output)
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject ()
 
- 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
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 

Private Member Functions

 InnerProductPCAImageFilter (const Self &)=delete
 
void operator= (const Self &)=delete
 

Private Attributes

CastFilterPointer m_CastFilter
 
bool m_CenterData
 
ConcatenateFilterPointer m_ConcatenateFilter
 
EstimatePCAFilterPointer m_EstimatePCAFilter
 
bool m_GenerateMeanComponent
 
MeanFilterPointer m_MeanFilter
 
NormalizePCAFilterPointer m_NormalizePCAFilter
 
unsigned int m_NumberOfPrincipalComponentsRequired
 

Additional Inherited Members

- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static const unsigned int InputImageDimension
 
static const unsigned int OutputImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static const unsigned int OutputImageDimension
 
- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(OutputImageDimension),
itkGetStaticConstMacro(InputImageDimension) > 
InputToOutputRegionCopierType
 
typedef
ImageToImageFilterDetail::ImageRegionCopier
< itkGetStaticConstMacro(InputImageDimension),
itkGetStaticConstMacro(OutputImageDimension) > 
OutputToInputRegionCopierType
 
- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const
ImageRegionSplitterBase
GetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_TYPE ThreaderCallback (void *arg)
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime
 
bool m_Updating
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Detailed Description

template<class TInputImage, class TOutputImage>
class otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >

Performs a PCA with streaming capabilities.

InnerProductPCAImageFilter performs a principal component analysis (as itk::ImagePCAShapeModelEstimator) (PCA) on a vector image in streaming capabilities. Alls channels of the input vector image are used for training images and also the number of desired largest principal components needed. The number of channels of the output image are the user specified number of desired largest principal components.

The algorithm uses the VNL library to perform the eigen analysis. To speed the computation of the instead of performing the eigen analysis of the covariance vector A*A' where A is a matrix with p x t, p = number of pixels or voxels in each images and t = number of training images, we calculate the eigen vectors of the inner product matrix A'*A. The resulting eigen vectors (E) are then multiplied with the the matrix A to get the principal compoenets. The covariance matrix has a dimension of p x p. Since number of pixels in any image being typically very high the eigen decomposition becomes computationally expensive. The inner product on the other hand has the dimension of t x t, where t is typically much smaller that p. Hence the eigen decomposition (most compute intensive part) is an orders of magnitude faster.

The Update() function enables the calculation of the various models, creates the membership function objects and populates them.

See Also
itk::ImagePCAShapeModelEstimator

Definition at line 66 of file otbInnerProductPCAImageFilter.h.

Member Typedef Documentation

template<class TInputImage , class TOutputImage >
typedef CastFilterType::Pointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::CastFilterPointer

Definition at line 98 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef ImageToVectorImageCastFilter<InternalImageType, OutputImageType> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::CastFilterType

Definition at line 97 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef ConcatenateFilterType::Pointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::ConcatenateFilterPointer

Definition at line 100 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef ConcatenateVectorImageFilter<OutputImageType, OutputImageType, OutputImageType> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::ConcatenateFilterType

Definition at line 99 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef itk::SmartPointer<const Self> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::ConstPointer

Definition at line 74 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef EstimatePCAFilterType::Pointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::EstimatePCAFilterPointer

Definition at line 87 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef EstimateInnerProductPCAImageFilter<InputImageType, OutputImageType> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::EstimatePCAFilterType

Definition at line 86 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef TInputImage otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::InputImageType

Template parameters typedefs

Definition at line 80 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef Image<typename InputImageType::InternalPixelType> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::InternalImageType

Template parameters typedefs for mean component generation

Definition at line 92 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef MeanFilterType::Pointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::MeanFilterPointer

Definition at line 96 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef itk::UnaryFunctorImageFilter<InputImageType, InternalImageType, MeanFunctorType> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::MeanFilterType

Definition at line 95 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef Functor::MeanFunctor<typename InputImageType::PixelType, typename InternalImageType::PixelType> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::MeanFunctorType

Definition at line 94 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef NormalizePCAFilterType::Pointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::NormalizePCAFilterPointer

Definition at line 89 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef NormalizeInnerProductPCAImageFilter<OutputImageType, OutputImageType> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::NormalizePCAFilterType

Definition at line 88 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef TOutputImage otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::OutputImageType

Definition at line 84 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef itk::SmartPointer<Self> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::Pointer

Definition at line 73 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InnerProductPCAImageFilter otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::Self

Standard typedefs

Definition at line 71 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef itk::ImageToImageFilter<TInputImage, TOutputImage> otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::Superclass

Definition at line 72 of file otbInnerProductPCAImageFilter.h.

Constructor & Destructor Documentation

template<class TInputImage , class TOutputImage >
otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::InnerProductPCAImageFilter ( )
protected

Constructor

Definition at line 33 of file otbInnerProductPCAImageFilter.hxx.

template<class TInputImage , class TOutputImage >
otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::~InnerProductPCAImageFilter ( )
inlineoverrideprotected

Destructor

Definition at line 134 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::InnerProductPCAImageFilter ( const Self )
privatedelete

Member Function Documentation

template<class TInputImage , class TOutputImage >
virtual void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::CenterDataOff ( )
virtual

Enable/Disable center data

template<class TInputImage , class TOutputImage >
virtual void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::CenterDataOn ( )
virtual

Enable/Disable center data

template<class TInputImage , class TOutputImage >
virtual::itk::LightObject::Pointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::CreateAnother ( void  ) const
virtual

Reimplemented from itk::Object.

template<class TInputImage , class TOutputImage >
void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GenerateData ( void  )
overrideprotectedvirtual

GenerateData

Main computation method

Reimplemented from itk::ImageSource< TOutputImage >.

Definition at line 69 of file otbInnerProductPCAImageFilter.hxx.

template<class TInputImage , class TOutputImage >
virtual void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GenerateMeanComponentOff ( )
virtual

Enable/Disable the generation of the mean component output

template<class TInputImage , class TOutputImage >
virtual void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GenerateMeanComponentOn ( )
virtual

Enable/Disable the generation of the mean component output

template<class TInputImage , class TOutputImage >
void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GenerateOutputInformation ( void  )
overrideprotectedvirtual

NormalizeInnerProductPCAImageFilter can produce an image which is a different resolution than its input image. As such, NormalizeInnerProductPCAImageFilter needs to provide an implementation for GenerateOutputInformation() in order to inform the pipeline execution model. The original documentation of this method is below.

See Also
ProcessObject::GenerateOutputInformaton()

GenerateOutputInformation

Reimplemented from itk::ProcessObject.

Definition at line 53 of file otbInnerProductPCAImageFilter.hxx.

template<class TInputImage , class TOutputImage >
virtual bool otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GetCenterData ( )
virtual

Enable/Disable center data

template<class TInputImage , class TOutputImage >
virtual bool otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GetGenerateMeanComponent ( )
virtual

Enable/Disable the generation of the mean component output

template<class TInputImage , class TOutputImage >
virtual const char* otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GetNameOfClass ( ) const
virtual

Creation through object factory macro

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.

template<class TInputImage , class TOutputImage >
virtual unsigned int otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::GetNumberOfPrincipalComponentsRequired ( )
virtual

Set/Get the number of required largest principal components. The filter produces the required number of principal components plus one outputs. Output index 0 represents the mean image and the remaining outputs the requested principal components.

template<class TInputImage , class TOutputImage >
static Pointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::New ( )
static

Type macro

template<class TInputImage , class TOutputImage >
void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::operator= ( const Self )
privatedelete
template<class TInputImage , class TOutputImage >
otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::otbGetObjectMemberMacro ( NormalizePCAFilter  ,
UseUnbiasedEstimator  ,
bool   
)

Get the NormalizeInnerProductPCAImage filter

template<class TInputImage , class TOutputImage >
otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::otbSetObjectMemberMacro ( NormalizePCAFilter  ,
UseUnbiasedEstimator  ,
bool   
)

Get the NormalizeInnerProductPCAImage filter

template<class TInputImage , class TOutputImage >
void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::PrintSelf ( std::ostream &  os,
itk::Indent  indent 
) const
overrideprotectedvirtual

PrintSelf method

PrintSelf Method

Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.

Definition at line 104 of file otbInnerProductPCAImageFilter.hxx.

template<class TInputImage , class TOutputImage >
virtual void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::SetCenterData ( bool  _arg)
virtual

Enable/Disable center data

template<class TInputImage , class TOutputImage >
virtual void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::SetGenerateMeanComponent ( bool  _arg)
virtual

Enable/Disable the generation of the mean component output

template<class TInputImage , class TOutputImage >
virtual void otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::SetNumberOfPrincipalComponentsRequired ( unsigned int  _arg)
virtual

Set/Get the number of required largest principal components. The filter produces the required number of principal components plus one outputs. Output index 0 represents the mean image and the remaining outputs the requested principal components.

Member Data Documentation

template<class TInputImage , class TOutputImage >
CastFilterPointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_CastFilter
private

Definition at line 170 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
bool otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_CenterData
private

Enable/Disable center data

Definition at line 163 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
ConcatenateFilterPointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_ConcatenateFilter
private

Definition at line 171 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
EstimatePCAFilterPointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_EstimatePCAFilter
private

Radius of the structuring element

Definition at line 157 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
bool otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_GenerateMeanComponent
private

Flag to specify the generation or not of the mean component output

Definition at line 166 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
MeanFilterPointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_MeanFilter
private

Internals filters use to generate mean component output

Definition at line 169 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
NormalizePCAFilterPointer otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_NormalizePCAFilter
private

Opening filter

Definition at line 160 of file otbInnerProductPCAImageFilter.h.

template<class TInputImage , class TOutputImage >
unsigned int otb::InnerProductPCAImageFilter< TInputImage, TOutputImage >::m_NumberOfPrincipalComponentsRequired
private

The number of largest principal components

Definition at line 154 of file otbInnerProductPCAImageFilter.h.


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