OTB  5.0.0
Orfeo Toolbox
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Private Member Functions | Private Attributes | List of all members
otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage > Class Template Reference

#include <otbMaximumAutocorrelationFactorImageFilter.h>

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

Public Types

typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef
CovarianceEstimatorType::Pointer 
CovarianceEstimatorPointer
 
typedef
StreamingStatisticsVectorImageFilter
< InternalImageType
CovarianceEstimatorType
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef
InputImageRegionType::IndexType 
InputImageIndexType
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef
InputImageRegionType::SizeType 
InputImageSizeType
 
typedef TInputImage InputImageType
 
typedef InputImageType::ValueType InputImageValueType
 
typedef
InputImageType::InternalPixelType 
InputInternalPixelType
 
typedef VectorImage
< InternalPixelType, 2 > 
InternalImageType
 
typedef
MatrixType::InternalMatrixType 
InternalMatrixType
 
typedef itk::NumericTraits
< InputInternalPixelType >
::RealType 
InternalPixelType
 
typedef
CovarianceEstimatorType::MatrixObjectType 
MatrixObjectType
 
typedef
MatrixObjectType::ComponentType 
MatrixType
 
typedef OutputImageType::PixelType OutputImagePixelType
 
typedef OutputImageType::Pointer OutputImagePointer
 
typedef OutputImageType::RegionType OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef itk::SmartPointer< SelfPointer
 
typedef VectorType::ValueType RealType
 
typedef
MaximumAutocorrelationFactorImageFilter 
Self
 
typedef
itk::ImageToImageFilter
< TInputImage, TOutputImage > 
Superclass
 
typedef
CovarianceEstimatorType::RealPixelType 
VectorType
 
typedef vnl_matrix< RealTypeVnlMatrixType
 
typedef vnl_vector< RealTypeVnlVectorType
 
- 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 VnlVectorType GetAutoCorrelation ()
 
virtual const char * GetNameOfClass () const
 
virtual VnlMatrixType GetV ()
 
 itkGetObjectMacro (CovarianceEstimator, CovarianceEstimatorType)
 
 itkGetObjectMacro (CovarianceEstimatorH, CovarianceEstimatorType)
 
 itkGetObjectMacro (CovarianceEstimatorV, CovarianceEstimatorType)
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
virtual double GetCoordinateTolerance () const
 
virtual double GetDirectionTolerance () const
 
const InputImageTypeGetInput (void) const
 
const InputImageTypeGetInput (unsigned int idx) const
 
virtual void PopBackInput ()
 
virtual void PopFrontInput ()
 
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)
 
const OutputImageTypeGetOutput (void) const
 
OutputImageTypeGetOutput (void)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual
ProcessObject::DataObjectPointer 
MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) ITK_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 DataObjectPointer MakeOutput (const DataObjectIdentifierType &)
 
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 (void) const
 
MetaDataDictionaryGetMetaDataDictionary (void)
 
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 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 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

virtual void GenerateOutputInformation ()
 
 MaximumAutocorrelationFactorImageFilter ()
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, itk::ThreadIdType threadId)
 
virtual ~MaximumAutocorrelationFactorImageFilter ()
 
- 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 ()
 
 ImageToImageFilter ()
 
virtual void PrintSelf (std::ostream &os, Indent indent) const
 
void PushBackInput (const DataObject *input)
 
void PushFrontInput (const DataObject *input)
 
virtual void VerifyInputInformation ()
 
 ~ImageToImageFilter ()
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void AfterThreadedGenerateData ()
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual void GenerateData () ITK_OVERRIDE
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter (void) const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual ~ImageSource ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
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 RemoveOutput(DataObject *output))
 
 itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))
 
 itkLegacyMacro (virtual void RemoveInput(DataObject *input))
 
 itkLegacyMacro (void SetNumberOfInputs(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

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

Private Attributes

VnlVectorType m_AutoCorrelation
 
CovarianceEstimatorPointer m_CovarianceEstimator
 
CovarianceEstimatorPointer m_CovarianceEstimatorH
 
CovarianceEstimatorPointer m_CovarianceEstimatorV
 
VnlVectorType m_Mean
 
VnlMatrixType m_V
 

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
 
- Protected Types inherited from itk::LightObject
typedef int InternalReferenceCountType
 
- 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
InternalReferenceCountType m_ReferenceCount
 
SimpleFastMutexLock m_ReferenceCountLock
 

Detailed Description

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

This filter implements the Maximum Autocorrelation Factor.

This filter implements the Maximum Autocorrelation Factor, based on the following work:

A. A. Nielsen, "Kernel maximum autocorrelation factor and minimum noise fraction transformations," IEEE Transactions on Image Processing, vol. 20, no. 3, pp. 612-624, (2011)

Maximum Autocorrelation Factor can be considered as a spatial extension of the PCA, in which new variates try to maximize auto-correlation between neighboring pixels instead of variance. Though the inverse transform can be computed, this filter only provides the forward transform for now.

The GetV() method allows to retrieve the linear combinations used to generate new variates, and the GetAutoCorrelation() method allows to retrieve the auto-correlation associated to each variate.

This filter has been implemented from the Matlab code kindly made available by the authors here: http://www2.imm.dtu.dk/~aa/software.html

this filter have been validated by comparing the output image to the output produced by the Matlab code, and the reference image for testing has been generated from the Matlab code using Octave.

,

See Also
otbPCAImageFilter

Definition at line 66 of file otbMaximumAutocorrelationFactorImageFilter.h.

Member Typedef Documentation

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

Definition at line 74 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef CovarianceEstimatorType::Pointer otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::CovarianceEstimatorPointer
template<class TInputImage , class TOutputImage >
typedef StreamingStatisticsVectorImageFilter<InternalImageType> otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::CovarianceEstimatorType

Internal filters types

Definition at line 103 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageType::ConstPointer otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputImageConstPointer

Definition at line 85 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageRegionType::IndexType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputImageIndexType

Definition at line 88 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageType::PixelType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputImagePixelType

Definition at line 89 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageType::Pointer otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputImagePointer

Definition at line 84 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageType::RegionType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputImageRegionType

Definition at line 86 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageRegionType::SizeType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputImageSizeType

Definition at line 87 of file otbMaximumAutocorrelationFactorImageFilter.h.

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

Some convenient typedefs.

Definition at line 80 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageType::ValueType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputImageValueType

Definition at line 90 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageType::InternalPixelType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InputInternalPixelType

Definition at line 95 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef VectorImage<InternalPixelType, 2> otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InternalImageType

Definition at line 99 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef MatrixType::InternalMatrixType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InternalMatrixType
template<class TInputImage , class TOutputImage >
typedef itk::NumericTraits<InputInternalPixelType>::RealType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::InternalPixelType

Definition at line 97 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef CovarianceEstimatorType::MatrixObjectType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::MatrixObjectType
template<class TInputImage , class TOutputImage >
typedef MatrixObjectType::ComponentType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::MatrixType
template<class TInputImage , class TOutputImage >
typedef OutputImageType::PixelType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::OutputImagePixelType

Definition at line 94 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef OutputImageType::Pointer otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::OutputImagePointer

Definition at line 92 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef OutputImageType::RegionType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::OutputImageRegionType

Definition at line 93 of file otbMaximumAutocorrelationFactorImageFilter.h.

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

Definition at line 91 of file otbMaximumAutocorrelationFactorImageFilter.h.

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

Definition at line 73 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef VectorType::ValueType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::RealType
template<class TInputImage , class TOutputImage >
typedef MaximumAutocorrelationFactorImageFilter otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::Self

Standard class typedefs.

Definition at line 71 of file otbMaximumAutocorrelationFactorImageFilter.h.

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

Definition at line 72 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef CovarianceEstimatorType::RealPixelType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::VectorType
template<class TInputImage , class TOutputImage >
typedef vnl_matrix<RealType> otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::VnlMatrixType
template<class TInputImage , class TOutputImage >
typedef vnl_vector<RealType> otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::VnlVectorType

Constructor & Destructor Documentation

template<class TInputImage , class TOutputImage >
otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::MaximumAutocorrelationFactorImageFilter ( )
protected
template<class TInputImage , class TOutputImage >
virtual otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::~MaximumAutocorrelationFactorImageFilter ( )
inlineprotectedvirtual
template<class TInputImage , class TOutputImage >
otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::MaximumAutocorrelationFactorImageFilter ( const Self )
private

Member Function Documentation

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

Reimplemented from itk::Object.

template<class TInputImage , class TOutputImage >
void otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::GenerateOutputInformation ( void  )
protectedvirtual

Reimplemented from itk::ProcessObject.

Definition at line 47 of file otbMaximumAutocorrelationFactorImageFilter.txx.

References otb::InverseValue(), and otb::SignOfValue().

template<class TInputImage , class TOutputImage >
virtual VnlVectorType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::GetAutoCorrelation ( )
virtual

Get the auto-correlation associated with each Maf

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

Run-time type information (and related methods).

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

template<class TInputImage , class TOutputImage >
virtual VnlMatrixType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::GetV ( )
virtual

Get the linear combination used to compute Maf

template<class TInputImage , class TOutputImage >
otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::itkGetObjectMacro ( CovarianceEstimator  ,
CovarianceEstimatorType   
)

Get the covariance estimator for image (use for progress reporting purposes)

template<class TInputImage , class TOutputImage >
otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::itkGetObjectMacro ( CovarianceEstimatorH  ,
CovarianceEstimatorType   
)

Get the covariance estimator for horizontal autocorrelation (use for progress reporting purposes)

template<class TInputImage , class TOutputImage >
otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::itkGetObjectMacro ( CovarianceEstimatorV  ,
CovarianceEstimatorType   
)

Get the covariance estimator for vertical autocorrelation (use for progress reporting purposes)

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

Method for creation through the object factory.

template<class TInputImage , class TOutputImage >
void otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::operator= ( const Self )
private
template<class TInputImage , class TOutputImage >
void otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::ThreadedGenerateData ( const OutputImageRegionType outputRegionForThread,
itk::ThreadIdType  threadId 
)
protectedvirtual

Member Data Documentation

template<class TInputImage , class TOutputImage >
VnlVectorType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::m_AutoCorrelation
private

The auto-correlation associated with each Maf

Definition at line 162 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
CovarianceEstimatorPointer otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::m_CovarianceEstimator
private

The covariance estimator for the image

Definition at line 145 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
CovarianceEstimatorPointer otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::m_CovarianceEstimatorH
private

The covariance estimator for auto-correlation in horizontal direction

Definition at line 149 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
CovarianceEstimatorPointer otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::m_CovarianceEstimatorV
private

The covariance estimator for auto-correlation in vertical direction

Definition at line 153 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
VnlVectorType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::m_Mean
private

The mean used to center data before computing Maf

Definition at line 159 of file otbMaximumAutocorrelationFactorImageFilter.h.

template<class TInputImage , class TOutputImage >
VnlMatrixType otb::MaximumAutocorrelationFactorImageFilter< TInputImage, TOutputImage >::m_V
private

The linear combination for Maf

Definition at line 156 of file otbMaximumAutocorrelationFactorImageFilter.h.


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