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::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage > Class Template Reference

#include <otbMultivariateAlterationDetectorImageFilter.h>

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

Public Types

typedef
ConcatenateImageFilterType::Pointer 
ConcatenateImageFilterPointer
 
typedef
otb::ConcatenateVectorImageFilter
< InputImageType,
InputImageType, InputImageType
ConcatenateImageFilterType
 
typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef
CovarianceEstimatorType::Pointer 
CovarianceEstimatorPointer
 
typedef
StreamingStatisticsVectorImageFilter
< InputImageType
CovarianceEstimatorType
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TInputImage InputImageType
 
typedef
MatrixType::InternalMatrixType 
InternalMatrixType
 
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
MultivariateAlterationDetectorImageFilter 
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 GetMean1 ()
 
virtual VnlVectorType GetMean2 ()
 
virtual const char * GetNameOfClass () const
 
virtual VnlVectorType GetRho ()
 
virtual VnlMatrixType GetV1 ()
 
virtual VnlMatrixType GetV2 ()
 
 itkGetObjectMacro (CovarianceEstimator, CovarianceEstimatorType)
 
void SetInput1 (const TInputImage *image1)
 
void SetInput2 (const TInputImage *image2)
 
const TInputImage * GetInput1 ()
 
const TInputImage * GetInput2 ()
 
- 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 ()
 
 MultivariateAlterationDetectorImageFilter ()
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, itk::ThreadIdType threadId)
 
virtual ~MultivariateAlterationDetectorImageFilter ()
 
- 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

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

Private Attributes

CovarianceEstimatorPointer m_CovarianceEstimator
 
MatrixType m_CovarianceMatrix
 
VnlVectorType m_Mean1
 
VnlVectorType m_Mean2
 
VectorType m_MeanValues
 
VnlVectorType m_Rho
 
VnlMatrixType m_V1
 
VnlMatrixType m_V2
 

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::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >

This filter implements the Multivariate Alteration Detector.

This filter implements the Multivariate Alteration Detector, based on the following work:

A. A. Nielsen and K. Conradsen, "Multivariate alteration detection (mad) in multispectral, bi-temporal image data: a new approach to change detection studies," Remote Sens. Environ., vol. 64, pp. 1-19, (1998)

Multivariate Alteration Detector takes two images as inputs and produce a set of N change maps as a VectorImage (where N is the maximum of number of bands in first and second image) with the following properties:

This is a statistical method which can handle different modalities and even differents bands and number of bands between images.

If numbers of bands in image 1 and 2 are equal, then change maps are sorted by increasing correlation. If number of bands is different, the change maps are sorted by decreasing correlation.

The GetV1() and GetV2() methods allow to retrieve the linear combinations used to generate the Mad change maps as a vnl_matrix of double, and the GetRho() method allows to retrieve the correlation associated to each Mad change maps as a vnl_vector.

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

Both cases (same and different number of bands) have been validated by comparing the output image to the output produced by the Matlab code, and the reference images for testing have been generated from the Matlab code using Octave.

,

Definition at line 78 of file otbMultivariateAlterationDetectorImageFilter.h.

Member Typedef Documentation

template<class TInputImage , class TOutputImage >
typedef ConcatenateImageFilterType::Pointer otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::ConcatenateImageFilterPointer
template<class TInputImage , class TOutputImage >
typedef otb::ConcatenateVectorImageFilter<InputImageType, InputImageType, InputImageType> otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::ConcatenateImageFilterType
template<class TInputImage , class TOutputImage >
typedef itk::SmartPointer<const Self> otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::ConstPointer
template<class TInputImage , class TOutputImage >
typedef CovarianceEstimatorType::Pointer otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::CovarianceEstimatorPointer
template<class TInputImage , class TOutputImage >
typedef StreamingStatisticsVectorImageFilter<InputImageType> otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::CovarianceEstimatorType

Internal filters types

Definition at line 106 of file otbMultivariateAlterationDetectorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef InputImageType::ConstPointer otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InputImageConstPointer
template<class TInputImage , class TOutputImage >
typedef InputImageType::PixelType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InputImagePixelType
template<class TInputImage , class TOutputImage >
typedef InputImageType::Pointer otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InputImagePointer
template<class TInputImage , class TOutputImage >
typedef InputImageType::RegionType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InputImageRegionType
template<class TInputImage , class TOutputImage >
typedef TInputImage otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InputImageType

Some convenient typedefs.

Definition at line 92 of file otbMultivariateAlterationDetectorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef MatrixType::InternalMatrixType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InternalMatrixType
template<class TInputImage , class TOutputImage >
typedef CovarianceEstimatorType::MatrixObjectType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::MatrixObjectType
template<class TInputImage , class TOutputImage >
typedef MatrixObjectType::ComponentType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::MatrixType
template<class TInputImage , class TOutputImage >
typedef OutputImageType::PixelType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::OutputImagePixelType
template<class TInputImage , class TOutputImage >
typedef OutputImageType::Pointer otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::OutputImagePointer
template<class TInputImage , class TOutputImage >
typedef OutputImageType::RegionType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::OutputImageRegionType
template<class TInputImage , class TOutputImage >
typedef TOutputImage otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::OutputImageType
template<class TInputImage , class TOutputImage >
typedef itk::SmartPointer<Self> otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::Pointer
template<class TInputImage , class TOutputImage >
typedef VectorType::ValueType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::RealType
template<class TInputImage , class TOutputImage >
typedef MultivariateAlterationDetectorImageFilter otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::Self

Standard class typedefs.

Definition at line 83 of file otbMultivariateAlterationDetectorImageFilter.h.

template<class TInputImage , class TOutputImage >
typedef itk::ImageToImageFilter<TInputImage, TOutputImage> otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::Superclass
template<class TInputImage , class TOutputImage >
typedef CovarianceEstimatorType::RealPixelType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::VectorType
template<class TInputImage , class TOutputImage >
typedef vnl_matrix<RealType> otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::VnlMatrixType
template<class TInputImage , class TOutputImage >
typedef vnl_vector<RealType> otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::VnlVectorType

Constructor & Destructor Documentation

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

Member Function Documentation

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

Reimplemented from itk::Object.

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

Reimplemented from itk::ProcessObject.

Definition at line 88 of file otbMultivariateAlterationDetectorImageFilter.txx.

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

template<class TInputImage , class TOutputImage >
const MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InputImageType * otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::GetInput1 ( void  )

Get the inputs

Definition at line 53 of file otbMultivariateAlterationDetectorImageFilter.txx.

References itk::ProcessObject::GetInput().

template<class TInputImage , class TOutputImage >
const MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::InputImageType * otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::GetInput2 ( void  )

Get the inputs

Definition at line 75 of file otbMultivariateAlterationDetectorImageFilter.txx.

References itk::ProcessObject::GetInput().

template<class TInputImage , class TOutputImage >
virtual VnlVectorType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::GetMean1 ( )
virtual

Get the mean of bands from image 1

template<class TInputImage , class TOutputImage >
virtual VnlVectorType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::GetMean2 ( )
virtual

Get the mean of bands from image 2

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

Run-time type information (and related methods).

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

template<class TInputImage , class TOutputImage >
virtual VnlVectorType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::GetRho ( )
virtual

Get the correlation coefficient associated with each mad.

template<class TInputImage , class TOutputImage >
virtual VnlMatrixType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::GetV1 ( )
virtual

Get the linear combinations of bands of image 1 associated to multivariate alteration detector. This is a square matrix of size nbBand of image 1.

template<class TInputImage , class TOutputImage >
virtual VnlMatrixType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::GetV2 ( )
virtual

Get the linear combinations of bands of image 2 associated to multivariate alteration detector. This is a square matrix of size nbBand of image 2.

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

Get the covariance estimator (for progress reporting purposes)

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

Method for creation through the object factory.

template<class TInputImage , class TOutputImage >
void otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::operator= ( const Self )
private
template<class TInputImage , class TOutputImage >
void otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::SetInput1 ( const TInputImage *  image1)

Connect one of the operands for pixel-wise addition

Definition at line 43 of file otbMultivariateAlterationDetectorImageFilter.txx.

template<class TInputImage , class TOutputImage >
void otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::SetInput2 ( const TInputImage *  image2)

Connect one of the operands for pixel-wise addition

Definition at line 65 of file otbMultivariateAlterationDetectorImageFilter.txx.

template<class TInputImage , class TOutputImage >
void otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::ThreadedGenerateData ( const OutputImageRegionType outputRegionForThread,
itk::ThreadIdType  threadId 
)
protectedvirtual

Member Data Documentation

template<class TInputImage , class TOutputImage >
CovarianceEstimatorPointer otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_CovarianceEstimator
private
template<class TInputImage , class TOutputImage >
MatrixType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_CovarianceMatrix
private
template<class TInputImage , class TOutputImage >
VnlVectorType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_Mean1
private
template<class TInputImage , class TOutputImage >
VnlVectorType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_Mean2
private
template<class TInputImage , class TOutputImage >
VectorType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_MeanValues
private
template<class TInputImage , class TOutputImage >
VnlVectorType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_Rho
private
template<class TInputImage , class TOutputImage >
VnlMatrixType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_V1
private
template<class TInputImage , class TOutputImage >
VnlMatrixType otb::MultivariateAlterationDetectorImageFilter< TInputImage, TOutputImage >::m_V2
private

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