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::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage > Class Template Reference

#include <otbDSFusionOfClassifiersImageFilter.h>

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

Public Types

typedef std::map< LabelType,
unsigned int > 
ClassifierHistogramType
 
typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef
InputImageType::ConstPointer 
InputImageConstPointerType
 
typedef TInputImage InputImageType
 
typedef
InputImageType::InternalPixelType 
InternalPixelType
 
typedef std::map< LabelType,
MassType
LabelMassMapType
 
typedef OutputImageType::PixelType LabelType
 
typedef MaskImageType::ConstPointer MaskImageConstPointerType
 
typedef MaskImageType::Pointer MaskImagePointerType
 
typedef TMaskImage MaskImageType
 
typedef double MassType
 
typedef OutputImageType::Pointer OutputImagePointerType
 
typedef OutputImageType::RegionType OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef InputImageType::PixelType PixelType
 
typedef itk::SmartPointer< SelfPointer
 
typedef
DSFusionOfClassifiersImageFilter 
Self
 
typedef
itk::ImageToImageFilter
< TInputImage, TOutputImage > 
Superclass
 
typedef
InputImageType::InternalPixelType 
ValueType
 
typedef std::vector
< LabelMassMapType
VectorOfMapOfMassesOfBeliefType
 
- 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
 
const
VectorOfMapOfMassesOfBeliefType
GetInputMapsOfMassesOfBelief (void)
 
const MaskImageTypeGetInputMask (void)
 
virtual const char * GetNameOfClass () const
 
const LabelType OptimizedDSMassCombination (PixelType vectorPixelValue)
 
void SetInputMapsOfMassesOfBelief (const VectorOfMapOfMassesOfBeliefType *ptrVectorOfMapOfMassesOfBelief)
 
void SetInputMask (const MaskImageType *mask)
 
virtual void SetLabelForNoDataPixels (LabelType _arg)
 
virtual LabelType GetLabelForNoDataPixels ()
 
virtual void SetLabelForUndecidedPixels (LabelType _arg)
 
virtual LabelType GetLabelForUndecidedPixels ()
 
- 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

void BeforeThreadedGenerateData () override
 
 DSFusionOfClassifiersImageFilter ()
 
void GenerateOutputInformation () override
 
void PrintSelf (std::ostream &os, itk::Indent indent) const override
 
void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, itk::ThreadIdType threadId) override
 
 ~DSFusionOfClassifiersImageFilter () 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 GenerateData () override
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter () 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 &, 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

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

Private Attributes

LabelType m_LabelForNoDataPixels
 
LabelType m_LabelForUndecidedPixels
 
unsigned int m_NumberOfClassesInUniverse
 
unsigned int m_NumberOfClassifiers
 
ClassifierHistogramType m_Universe
 
VectorOfMapOfMassesOfBeliefType m_VectorOfMapMOBs
 
std::vector< MassTypem_VectorOfUniverseMOBs
 

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 TMaskImage = TOutputImage>
class otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >

Performs a fusion of n classification maps using the Dempster Shafer (noted DS) rule of combination.

This filter performs a fusion of n classification maps using the Dempster Shafer rule of combination from an otbVectorImage with n channels, each one corresponding to an input classification map to be fused. This otbVectorImage can be obtained with the help of a preliminary use of the otbImageListToVectorImageFilter.

Moreover, the otbDSFusionOfClassifiersImageFilter needs as additional input a std::vector containing the n std::maps of Masses Of Belief (noted MOB). Each std::map<Label, MOB> in this input std::vector is related to one classifier and links each label to its mass of belief in this classifier.

The output label image resulting from the DS fusion of classification maps only has one channel (monoband image).

The recursive optimized Dempster Shafer combination of masses of belief is performed in 2 steps for each channel component of each pixel of the input otbVectorImage within the input mask, and is based on:

[1] L. Xu, A. Krzyzak, and C.Y. Suen, "Methods of combining multiple classifiers and their applications to handwriting recognition," Systems, Man and Cybernetics, IEEE Transactions on vol. 22, no.3, pp. 418-435, May/Jun 1992.

[2] D. Ruta and B. Gabrys, "An Overview of Classifier Fusion Methods," Computing and Information Systems, vol. 7 pp.1-10, University of Paisley, 2000.

[3] C.R. Parikh, M.J. Pont, and N.B. Jones, "Application of Dempster-Shafer theory in condition monitoring systems: A case study," Pattern Recognition Letters, vol. 22 (6-7): pp. 777-785, 2001.

See Also
MassOfBelief

Definition at line 69 of file otbDSFusionOfClassifiersImageFilter.h.

Member Typedef Documentation

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef std::map<LabelType, unsigned int> otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::ClassifierHistogramType

Definition at line 105 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef itk::SmartPointer<const Self> otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::ConstPointer

Definition at line 77 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef InputImageType::ConstPointer otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::InputImageConstPointerType

Definition at line 87 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef TInputImage otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::InputImageType

Definition at line 83 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef InputImageType::InternalPixelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::InternalPixelType

Definition at line 90 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef std::map<LabelType, MassType> otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::LabelMassMapType

Definition at line 104 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef OutputImageType::PixelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::LabelType

Definition at line 101 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef MaskImageType::ConstPointer otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskImageConstPointerType

Definition at line 94 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef MaskImageType::Pointer otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskImagePointerType

Definition at line 95 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef TMaskImage otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskImageType

Definition at line 93 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef double otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::MassType

Definition at line 103 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef OutputImageType::Pointer otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputImagePointerType

Definition at line 99 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef OutputImageType::RegionType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputImageRegionType

Definition at line 100 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef TOutputImage otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputImageType

Definition at line 98 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef InputImageType::PixelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::PixelType

Definition at line 89 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef itk::SmartPointer<Self> otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::Pointer

Definition at line 76 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef DSFusionOfClassifiersImageFilter otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::Self

Standard typedefs

Definition at line 74 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef itk::ImageToImageFilter<TInputImage, TOutputImage> otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::Superclass

Definition at line 75 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef InputImageType::InternalPixelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::ValueType

Definition at line 88 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
typedef std::vector<LabelMassMapType> otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::VectorOfMapOfMassesOfBeliefType

Definition at line 106 of file otbDSFusionOfClassifiersImageFilter.h.

Constructor & Destructor Documentation

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::DSFusionOfClassifiersImageFilter ( )
protected

Constructor

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::~DSFusionOfClassifiersImageFilter ( )
inlineoverrideprotected

Destructor

Definition at line 146 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::DSFusionOfClassifiersImageFilter ( const Self )
privatedelete

Member Function Documentation

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::BeforeThreadedGenerateData ( )
overrideprotectedvirtual

Before threaded generate data

Reimplemented from itk::ImageSource< TOutputImage >.

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

Reimplemented from itk::Object.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::GenerateOutputInformation ( )
overrideprotectedvirtual

Generate output information

Reimplemented from itk::ProcessObject.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
const VectorOfMapOfMassesOfBeliefType* otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::GetInputMapsOfMassesOfBelief ( void  )
template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
const MaskImageType* otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::GetInputMask ( void  )

Get the input mask.

Returns
The mask.
template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
virtual LabelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::GetLabelForNoDataPixels ( )
virtual

Set/Get the m_LabelForNoDataPixels

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
virtual LabelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::GetLabelForUndecidedPixels ( )
virtual

Set/Get the LabelForUndecidedPixels

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

Creation through object factory macro

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

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
static Pointer otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::New ( )
static

Type macro

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::operator= ( const Self )
privatedelete
template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
const LabelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::OptimizedDSMassCombination ( PixelType  vectorPixelValue)
template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::PrintSelf ( std::ostream &  os,
itk::Indent  indent 
) const
overrideprotectedvirtual

PrintSelf method

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

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::SetInputMapsOfMassesOfBelief ( const VectorOfMapOfMassesOfBeliefType ptrVectorOfMapOfMassesOfBelief)
template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::SetInputMask ( const MaskImageType mask)

If set, only pixels within the mask (i.e. pixels different from 0 in the InputMask) will be fused. The pixels out of the mask (i.e. pixels equal to 0 in the InputMask) will be set to m_LabelForNoDataPixels in the Output fused image.

Parameters
maskThe input mask.
template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
virtual void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::SetLabelForNoDataPixels ( LabelType  _arg)
virtual

Set/Get the m_LabelForNoDataPixels

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
virtual void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::SetLabelForUndecidedPixels ( LabelType  _arg)
virtual

Set/Get the LabelForUndecidedPixels

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
void otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::ThreadedGenerateData ( const OutputImageRegionType outputRegionForThread,
itk::ThreadIdType  threadId 
)
overrideprotectedvirtual

Threaded generate data

Reimplemented from itk::ImageSource< TOutputImage >.

Member Data Documentation

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
LabelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::m_LabelForNoDataPixels
private

No Data label for invalid pixels (when using a mask)

Definition at line 172 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
LabelType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::m_LabelForUndecidedPixels
private

Undecided label for pixels with NOT unique DS voting

Definition at line 175 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
unsigned int otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::m_NumberOfClassesInUniverse
private

Definition at line 166 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
unsigned int otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::m_NumberOfClassifiers
private

Definition at line 164 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
ClassifierHistogramType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::m_Universe
private

Definition at line 165 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
VectorOfMapOfMassesOfBeliefType otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::m_VectorOfMapMOBs
private

Definition at line 168 of file otbDSFusionOfClassifiersImageFilter.h.

template<class TInputImage , class TOutputImage , class TMaskImage = TOutputImage>
std::vector<MassType> otb::DSFusionOfClassifiersImageFilter< TInputImage, TOutputImage, TMaskImage >::m_VectorOfUniverseMOBs
private

Definition at line 169 of file otbDSFusionOfClassifiersImageFilter.h.


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