ITK  4.9.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions | Private Attributes | List of all members
itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage > Class Template Reference

#include <itkImageClassifierFilter.h>

+ Inheritance diagram for itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >:
+ Collaboration diagram for itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >:

Detailed Description

template<typename TSample, typename TInputImage, typename TOutputImage>
class itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >

Image classification class.

This filter takes input image, membership functions, decision rule and produces as output image with each pixel labeled according to the classification result.

This class is templated over the type of input and output image and sample type.

See Also
SampleClassifierFilter

Definition at line 48 of file itkImageClassifierFilter.h.

Public Types

typedef IdentifierType ClassLabelType
 
typedef
ClassLabelVectorObjectType::Pointer 
ClassLabelVectorObjectPointer
 
typedef
SimpleDataObjectDecorator
< ClassLabelVectorType
ClassLabelVectorObjectType
 
typedef std::vector
< ClassLabelType
ClassLabelVectorType
 
typedef SmartPointer< const SelfConstPointer
 
typedef
DecisionRuleType::ConstPointer 
DecisionRulePointer
 
typedef DecisionRule DecisionRuleType
 
typedef TInputImage::Pointer InputImagePointer
 
typedef TInputImage::RegionType InputImageRegionType
 
typedef TInputImage InputImageType
 
typedef TInputImage::IndexType InputIndexType
 
typedef TInputImage::PixelType InputPixelType
 
typedef TInputImage::SizeType InputSizeType
 
typedef SampleType::MeasurementType MeasurementType
 
typedef
SampleType::MeasurementVectorType 
MeasurementVectorType
 
typedef
MembershipFunctionType::ConstPointer 
MembershipFunctionPointer
 
typedef
SimpleDataObjectDecorator
< MembershipFunctionsWeightsArrayType
MembershipFunctionsWeightsArrayObjectType
 
typedef
MembershipFunctionsWeightsArrayObjectType::Pointer 
MembershipFunctionsWeightsArrayPointer
 
typedef Array< double > MembershipFunctionsWeightsArrayType
 
typedef MembershipFunctionBase
< MeasurementVectorType
MembershipFunctionType
 
typedef
MembershipFunctionVectorObjectType::Pointer 
MembershipFunctionVectorObjectPointer
 
typedef
SimpleDataObjectDecorator
< MembershipFunctionVectorType
MembershipFunctionVectorObjectType
 
typedef std::vector
< MembershipFunctionPointer
MembershipFunctionVectorType
 
typedef TOutputImage::Pointer OutputImagePointer
 
typedef TOutputImage::RegionType OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef TOutputImage::IndexType OutputIndexType
 
typedef TOutputImage::PixelType OutputPixelType
 
typedef TOutputImage::SizeType OutputSizeType
 
typedef SmartPointer< SelfPointer
 
typedef TSample SampleType
 
typedef ImageClassifierFilter Self
 
typedef ImageToImageFilter
< TInputImage, TOutputImage > 
Superclass
 
- Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
InputImageType::ConstPointer 
InputImageConstPointer
 
typedef InputImageType::PixelType InputImagePixelType
 
typedef InputImageType::Pointer InputImagePointer
 
typedef InputImageType::RegionType InputImageRegionType
 
typedef TInputImage InputImageType
 
typedef
Superclass::OutputImagePixelType 
OutputImagePixelType
 
typedef
Superclass::OutputImageRegionType 
OutputImageRegionType
 
typedef SmartPointer< SelfPointer
 
typedef ImageToImageFilter Self
 
typedef ImageSource< TOutputImage > Superclass
 
- Public Types inherited from itk::ImageSource< TOutputImage >
typedef SmartPointer< const SelfConstPointer
 
typedef
Superclass::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef
Superclass::DataObjectPointerArraySizeType 
DataObjectPointerArraySizeType
 
typedef OutputImageType::PixelType OutputImagePixelType
 
typedef OutputImageType::Pointer OutputImagePointer
 
typedef OutputImageType::RegionType OutputImageRegionType
 
typedef TOutputImage OutputImageType
 
typedef SmartPointer< SelfPointer
 
typedef ImageSource Self
 
typedef ProcessObject Superclass
 
- Public Types inherited from itk::ProcessObject
typedef SmartPointer< const SelfConstPointer
 
typedef
DataObject::DataObjectIdentifierType 
DataObjectIdentifierType
 
typedef DataObject::Pointer DataObjectPointer
 
typedef std::vector
< DataObjectPointer
DataObjectPointerArray
 
typedef
DataObjectPointerArray::size_type 
DataObjectPointerArraySizeType
 
typedef std::vector
< DataObjectIdentifierType
NameArray
 
typedef SmartPointer< SelfPointer
 
typedef ProcessObject Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

Public Member Functions

const InputImageTypeGetImage () const
 
void SetClassLabels (const ClassLabelVectorObjectType *classLabels)
 
void SetImage (const InputImageType *image)
 
void SetMembershipFunctions (const MembershipFunctionVectorObjectType *membershipFunctions)
 
void SetMembershipFunctionsWeightsArray (const MembershipFunctionsWeightsArrayObjectType *weightsArray)
 
virtual void SetNumberOfClasses (unsigned int _arg)
 
virtual unsigned int GetNumberOfClasses () const
 
virtual void SetDecisionRule (const DecisionRuleType *_arg)
 
virtual const DecisionRuleTypeGetDecisionRule () const
 
- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
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 SetInput (const InputImageType *image)
 
virtual void SetInput (unsigned int, const TInputImage *image)
 
virtual void SetCoordinateTolerance (double _arg)
 
virtual double GetCoordinateTolerance () const
 
virtual void SetDirectionTolerance (double _arg)
 
virtual double GetDirectionTolerance () const
 
- Public Member Functions inherited from itk::ImageSource< TOutputImage >
OutputImageTypeGetOutput (unsigned int idx)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
OutputImageTypeGetOutput ()
 
const OutputImageTypeGetOutput () const
 
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
DataObjectPointerArraySizeType 
GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual const float & GetProgress () 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 ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
void SetProgress (float progress)
 
virtual void SetReleaseDataFlag (bool flag)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void ReleaseDataBeforeUpdateFlagOff ()
 
virtual void SetNumberOfThreads (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfThreads () const
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () 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 SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- 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 Attributes

static const unsigned int InputImageDimension = TInputImage::ImageDimension
 
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static const unsigned int InputImageDimension = TInputImage::ImageDimension
 
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static const unsigned int OutputImageDimension = TOutputImage::ImageDimension
 

Protected Member Functions

void GenerateData () override
 
 ImageClassifierFilter ()
 
 ImageClassifierFilter (const Self &) ITK_DELETE_FUNCTION
 
void operator= (const Self &) ITK_DELETE_FUNCTION
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual ~ImageClassifierFilter ()
 
- 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 ()
 
virtual void VerifyInputInformation () override
 
 ~ImageToImageFilter ()
 
void PushBackInput (const DataObject *input) override
 
void PushFrontInput (const DataObject *input) override
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void AfterThreadedGenerateData ()
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual const
ImageRegionSplitterBase
GetImageRegionSplitter () const
 
 ImageSource ()
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
 
virtual ~ImageSource ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateOutputInformation ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredInputs () const
 
virtual const
DataObjectPointerArraySizeType
GetNumberOfRequiredOutputs () 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 SetPrimaryOutput (DataObject *output)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyPreconditions ()
 
 ~ProcessObject ()
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName (void) const
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName (void) const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
- 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 Attributes

DecisionRulePointer m_DecisionRule
 
unsigned int m_NumberOfClasses
 
virtual const char * GetNameOfClass () const
 
virtual ::itk::LightObject::Pointer CreateAnother () const
 
static Pointer New ()
 

Additional Inherited Members

- 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 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
 

Member Typedef Documentation

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef IdentifierType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelType

typedef for class label type

Definition at line 112 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef ClassLabelVectorObjectType::Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelVectorObjectPointer

Definition at line 116 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef SimpleDataObjectDecorator< ClassLabelVectorType > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelVectorObjectType

Definition at line 115 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef std::vector< ClassLabelType > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ClassLabelVectorType

Definition at line 113 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef SmartPointer< const Self > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ConstPointer

Definition at line 56 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef DecisionRuleType::ConstPointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::DecisionRulePointer

Definition at line 120 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef DecisionRule itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::DecisionRuleType

type of the decision rule

Definition at line 119 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TInputImage::Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImagePointer

Image related typedefs.

Definition at line 70 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TInputImage::RegionType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImageRegionType

Definition at line 75 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TInputImage itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImageType

Image pixel value typedef.

Definition at line 60 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TInputImage::IndexType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputIndexType

Definition at line 74 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TInputImage::PixelType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputPixelType

Definition at line 66 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TInputImage::SizeType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputSizeType

Definition at line 73 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef SampleType::MeasurementType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MeasurementType

typedefs from SampleType object

Definition at line 91 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef SampleType::MeasurementVectorType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MeasurementVectorType

Definition at line 92 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef MembershipFunctionType::ConstPointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionPointer

Definition at line 96 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef SimpleDataObjectDecorator< MembershipFunctionsWeightsArrayType > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionsWeightsArrayObjectType

Definition at line 107 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef MembershipFunctionsWeightsArrayObjectType::Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionsWeightsArrayPointer

Definition at line 109 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef Array< double > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionsWeightsArrayType

typedef for membership functions weight proprtion

Definition at line 104 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef MembershipFunctionBase< MeasurementVectorType > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionType

typedef for the MembershipFunction

Definition at line 95 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef MembershipFunctionVectorObjectType::Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionVectorObjectPointer

Definition at line 101 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef SimpleDataObjectDecorator< MembershipFunctionVectorType > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionVectorObjectType

Definition at line 99 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef std::vector< MembershipFunctionPointer > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::MembershipFunctionVectorType

Definition at line 97 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TOutputImage::Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImagePointer

Definition at line 71 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TOutputImage::RegionType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImageRegionType

Definition at line 78 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TOutputImage itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImageType

Definition at line 65 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TOutputImage::IndexType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputIndexType

Definition at line 77 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TOutputImage::PixelType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputPixelType

Definition at line 67 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TOutputImage::SizeType itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputSizeType

Definition at line 76 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef SmartPointer< Self > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::Pointer

Definition at line 55 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef TSample itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SampleType

Type of the input Sample

Definition at line 88 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef ImageClassifierFilter itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::Self

Standard class typedef

Definition at line 53 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
typedef ImageToImageFilter< TInputImage, TOutputImage > itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::Superclass

Definition at line 54 of file itkImageClassifierFilter.h.

Constructor & Destructor Documentation

template<typename TSample , typename TInputImage , typename TOutputImage >
itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ImageClassifierFilter ( )
protected
template<typename TSample , typename TInputImage , typename TOutputImage >
virtual itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::~ImageClassifierFilter ( )
inlineprotectedvirtual

Definition at line 154 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::ImageClassifierFilter ( const Self )
protected

Member Function Documentation

template<typename TSample , typename TInputImage , typename TOutputImage >
virtual::itk::LightObject::Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::CreateAnother ( ) const
virtual

Standard macros

Reimplemented from itk::Object.

template<typename TSample , typename TInputImage , typename TOutputImage >
void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GenerateData ( )
overrideprotectedvirtual

Starts the classification process

Reimplemented from itk::ImageSource< TOutputImage >.

template<typename TSample , typename TInputImage , typename TOutputImage >
virtual const DecisionRuleType* itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetDecisionRule ( ) const
virtual

Set/Get the decision rule.

template<typename TSample , typename TInputImage , typename TOutputImage >
const InputImageType* itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetImage ( ) const
template<typename TSample , typename TInputImage , typename TOutputImage >
virtual const char* itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetNameOfClass ( ) const
virtual

Standard macros

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

template<typename TSample , typename TInputImage , typename TOutputImage >
virtual unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::GetNumberOfClasses ( ) const
virtual

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

template<typename TSample , typename TInputImage , typename TOutputImage >
static Pointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::New ( )
static

Standard macros

template<typename TSample , typename TInputImage , typename TOutputImage >
void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::operator= ( const Self )
protected
template<typename TSample , typename TInputImage , typename TOutputImage >
void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
overrideprotectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

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

template<typename TSample , typename TInputImage , typename TOutputImage >
void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetClassLabels ( const ClassLabelVectorObjectType classLabels)

Sets input vector of class labels. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

template<typename TSample , typename TInputImage , typename TOutputImage >
virtual void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetDecisionRule ( const DecisionRuleType _arg)
virtual

Set/Get the decision rule.

template<typename TSample , typename TInputImage , typename TOutputImage >
void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetImage ( const InputImageType image)

Sets the input image

template<typename TSample , typename TInputImage , typename TOutputImage >
void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetMembershipFunctions ( const MembershipFunctionVectorObjectType membershipFunctions)

Sets input vector of membership functions. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

template<typename TSample , typename TInputImage , typename TOutputImage >
void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetMembershipFunctionsWeightsArray ( const MembershipFunctionsWeightsArrayObjectType weightsArray)

Sets array of weights for the membership functions

template<typename TSample , typename TInputImage , typename TOutputImage >
virtual void itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::SetNumberOfClasses ( unsigned int  _arg)
virtual

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

Member Data Documentation

template<typename TSample , typename TInputImage , typename TOutputImage >
const unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::InputImageDimension = TInputImage::ImageDimension
static

Image related typedefs.

Definition at line 82 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
DecisionRulePointer itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::m_DecisionRule
private

Decision Rule

Definition at line 168 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::m_NumberOfClasses
private

Definition at line 165 of file itkImageClassifierFilter.h.

template<typename TSample , typename TInputImage , typename TOutputImage >
const unsigned int itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::OutputImageDimension = TOutputImage::ImageDimension
static

Image related typedefs.

Definition at line 84 of file itkImageClassifierFilter.h.


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