ITK  5.2.0
Insight Toolkit
Public Types | 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 >:

Public Types

using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = ImageClassifierFilter
 
using Superclass = ImageToImageFilter< TInputImage, TOutputImage >
 
- Public Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
using ConstPointer = SmartPointer< const Self >
 
using InputImageConstPointer = typename InputImageType::ConstPointer
 
using InputImagePixelType = typename InputImageType::PixelType
 
using InputImagePointer = typename InputImageType::Pointer
 
using InputImageRegionType = typename InputImageType::RegionType
 
using InputImageType = TInputImage
 
using OutputImagePixelType = typename Superclass::OutputImagePixelType
 
using OutputImageRegionType = typename Superclass::OutputImageRegionType
 
using Pointer = SmartPointer< Self >
 
using Self = ImageToImageFilter
 
using Superclass = ImageSource< TOutputImage >
 
- Public Types inherited from itk::ImageSource< TOutputImage >
using ConstPointer = SmartPointer< const Self >
 
using DataObjectIdentifierType = Superclass::DataObjectIdentifierType
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArraySizeType = Superclass::DataObjectPointerArraySizeType
 
using OutputImagePixelType = typename OutputImageType::PixelType
 
using OutputImagePointer = typename OutputImageType::Pointer
 
using OutputImageRegionType = typename OutputImageType::RegionType
 
using OutputImageType = TOutputImage
 
using Pointer = SmartPointer< Self >
 
using Self = ImageSource
 
using Superclass = ProcessObject
 
- Public Types inherited from itk::ProcessObject
using ConstPointer = SmartPointer< const Self >
 
using DataObjectIdentifierType = DataObject::DataObjectIdentifierType
 
using DataObjectPointer = DataObject::Pointer
 
using DataObjectPointerArray = std::vector< DataObjectPointer >
 
using DataObjectPointerArraySizeType = DataObjectPointerArray::size_type
 
using MultiThreaderType = MultiThreaderBase
 
using NameArray = std::vector< DataObjectIdentifierType >
 
using Pointer = SmartPointer< Self >
 
using Self = ProcessObject
 
using Superclass = Object
 
- Public Types inherited from itk::Object
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = Object
 
using Superclass = LightObject
 
- Public Types inherited from itk::LightObject
using ConstPointer = SmartPointer< const Self >
 
using Pointer = SmartPointer< Self >
 
using Self = LightObject
 
using InputImageType = TInputImage
 
using OutputImageType = TOutputImage
 
using InputPixelType = typename TInputImage::PixelType
 
using OutputPixelType = typename TOutputImage::PixelType
 
using InputImagePointer = typename TInputImage::Pointer
 
using OutputImagePointer = typename TOutputImage::Pointer
 
using InputSizeType = typename TInputImage::SizeType
 
using InputIndexType = typename TInputImage::IndexType
 
using InputImageRegionType = typename TInputImage::RegionType
 
using OutputSizeType = typename TOutputImage::SizeType
 
using OutputIndexType = typename TOutputImage::IndexType
 
using OutputImageRegionType = typename TOutputImage::RegionType
 
using SampleType = TSample
 
using MeasurementType = typename SampleType::MeasurementType
 
using MeasurementVectorType = typename SampleType::MeasurementVectorType
 
using MembershipFunctionType = MembershipFunctionBase< MeasurementVectorType >
 
using MembershipFunctionPointer = typename MembershipFunctionType::ConstPointer
 
using MembershipFunctionVectorType = std::vector< MembershipFunctionPointer >
 
using MembershipFunctionVectorObjectType = SimpleDataObjectDecorator< MembershipFunctionVectorType >
 
using MembershipFunctionVectorObjectPointer = typename MembershipFunctionVectorObjectType::Pointer
 
using MembershipFunctionsWeightsArrayType = Array< double >
 
using MembershipFunctionsWeightsArrayObjectType = SimpleDataObjectDecorator< MembershipFunctionsWeightsArrayType >
 
using MembershipFunctionsWeightsArrayPointer = typename MembershipFunctionsWeightsArrayObjectType::Pointer
 
using ClassLabelType = IdentifierType
 
using ClassLabelVectorType = std::vector< ClassLabelType >
 
using ClassLabelVectorObjectType = SimpleDataObjectDecorator< ClassLabelVectorType >
 
using ClassLabelVectorObjectPointer = ClassLabelVectorObjectType::Pointer
 
using DecisionRuleType = DecisionRule
 
using DecisionRulePointer = DecisionRuleType::ConstPointer
 
static constexpr unsigned int InputImageDimension = TInputImage::ImageDimension
 
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
unsigned int m_NumberOfClasses
 
DecisionRulePointer m_DecisionRule
 
virtual const char * GetNameOfClass () const
 
virtual ::itk::LightObject::Pointer CreateAnother () const
 
void SetImage (const InputImageType *image)
 
const InputImageTypeGetImage () const
 
virtual void SetNumberOfClasses (unsigned int _arg)
 
virtual unsigned int GetNumberOfClasses () const
 
virtual void SetDecisionRule (const DecisionRuleType *_arg)
 
virtual const DecisionRuleTypeGetDecisionRule () const
 
void SetClassLabels (const ClassLabelVectorObjectType *classLabels)
 
void SetMembershipFunctions (const MembershipFunctionVectorObjectType *membershipFunctions)
 
void SetMembershipFunctionsWeightsArray (const MembershipFunctionsWeightsArrayObjectType *weightsArray)
 
static Pointer New ()
 
 ImageClassifierFilter ()
 
 ~ImageClassifierFilter () override=default
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
void GenerateData () override
 

Additional Inherited Members

- Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
const InputImageTypeGetInput () const
 
const InputImageTypeGetInput (unsigned int idx) const
 
void PopBackInput () override
 
void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *image)
 
virtual void PushFrontInput (const InputImageType *image)
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
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 ()
 
const OutputImageTypeGetOutput () const
 
OutputImageTypeGetOutput (unsigned int idx)
 
virtual void GraftOutput (DataObject *output)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *output)
 
ProcessObject::DataObjectPointer MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
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 ()
 
DataObjectPointerArraySizeType GetNumberOfIndexedInputs () const
 
DataObjectPointerArraySizeType GetNumberOfIndexedOutputs () const
 
DataObjectPointerArraySizeType GetNumberOfInputs () const
 
DataObjectPointerArraySizeType GetNumberOfOutputs () const
 
virtual DataObjectPointerArraySizeType GetNumberOfValidRequiredInputs () const
 
NameArray GetOutputNames () const
 
DataObjectPointerArray GetOutputs ()
 
virtual float GetProgress () const
 
NameArray GetRequiredInputNames () const
 
bool HasInput (const DataObjectIdentifierType &key) const
 
bool HasOutput (const DataObjectIdentifierType &key) const
 
void IncrementProgress (float increment)
 
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)
 
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 SetNumberOfWorkUnits (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfWorkUnits () const
 
MultiThreaderTypeGetMultiThreader () const
 
void SetMultiThreader (MultiThreaderType *threader)
 
virtual void PrepareOutputs ()
 
- 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
 
void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetReferenceCount (int) override
 
void UnRegister () const noexcept override
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
void SetMetaDataDictionary (MetaDataDictionary &&rrhs)
 
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 Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static void SetGlobalDefaultDirectionTolerance (double)
 
static double GetGlobalDefaultDirectionTolerance ()
 
static void SetGlobalDefaultCoordinateTolerance (double)
 
static double GetGlobalDefaultCoordinateTolerance ()
 
- 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 ()
 
- Static Public Attributes inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static constexpr unsigned int InputImageDimension = TInputImage::ImageDimension
 
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Static Public Attributes inherited from itk::ImageSource< TOutputImage >
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
using InputToOutputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::OutputImageDimension, Self::InputImageDimension >
 
using OutputToInputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::InputImageDimension, Self::OutputImageDimension >
 
- Protected Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
 ImageToImageFilter ()
 
 ~ImageToImageFilter () override=default
 
void VerifyInputInformation () ITKv5_CONST override
 
void GenerateInputRequestedRegion () override
 
virtual void CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)
 
virtual void CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)
 
void PushBackInput (const DataObject *input) override
 
void PushFrontInput (const DataObject *input) override
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
 ImageSource ()
 
 ~ImageSource () override=default
 
void ClassicMultiThread (ThreadFunctionType callbackFunction)
 
virtual void ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)
 
virtual void DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
virtual void AfterThreadedGenerateData ()
 
virtual const ImageRegionSplitterBaseGetImageRegionSplitter () const
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
virtual bool GetDynamicMultiThreading () const
 
virtual void SetDynamicMultiThreading (bool _arg)
 
virtual void DynamicMultiThreadingOn ()
 
virtual void DynamicMultiThreadingOff ()
 
- Protected Member Functions inherited from itk::ProcessObject
 ProcessObject ()
 
 ~ProcessObject () override
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)
 
virtual void AddInput (DataObject *input)
 
virtual void RemoveInput (const DataObjectIdentifierType &key)
 
virtual void RemoveInput (DataObjectPointerArraySizeType)
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName () const
 
virtual void SetPrimaryInput (DataObject *input)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredInputs () const
 
bool RemoveRequiredInputName (const DataObjectIdentifierType &)
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
void SetRequiredInputNames (const NameArray &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
void AddOptionalInputName (const DataObjectIdentifierType &)
 
void AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName () const
 
DataObjectGetOutput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType idx) const
 
virtual void SetOutput (const DataObjectIdentifierType &key, DataObject *output)
 
virtual void RemoveOutput (const DataObjectIdentifierType &key)
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
virtual void SetPrimaryOutput (DataObject *output)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)
 
virtual void AddOutput (DataObject *output)
 
virtual void RemoveOutput (DataObjectPointerArraySizeType idx)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredOutputs () const
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
virtual void VerifyPreconditions () ITKv5_CONST
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
virtual void GenerateOutputInformation ()
 
virtual void PropagateResetPipeline ()
 
virtual void ReleaseInputs ()
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void RestoreInputReleaseDataFlags ()
 
virtual bool GetThreaderUpdateProgress () const
 
virtual void ThreaderUpdateProgressOn ()
 
virtual void ThreaderUpdateProgressOff ()
 
virtual void SetThreaderUpdateProgress (bool arg)
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
 ~Object () override
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
- 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 ()
 
- Static Protected Member Functions inherited from itk::ImageSource< TOutputImage >
static const ImageRegionSplitterBaseGetGlobalDefaultSplitter ()
 
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION ThreaderCallback (void *arg)
 
- Static Protected Member Functions inherited from itk::ProcessObject
static constexpr float progressFixedToFloat (uint32_t fixed)
 
static uint32_t progressFloatToFixed (float f)
 
- Protected Attributes inherited from itk::ImageSource< TOutputImage >
bool m_DynamicMultiThreading
 
- Protected Attributes inherited from itk::ProcessObject
bool m_Updating
 
TimeStamp m_OutputInformationMTime
 
- Protected Attributes inherited from itk::LightObject
std::atomic< int > m_ReferenceCount
 

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 49 of file itkImageClassifierFilter.h.

Member Typedef Documentation

◆ ClassLabelType

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

type alias for class label type

Definition at line 107 of file itkImageClassifierFilter.h.

◆ ClassLabelVectorObjectPointer

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

Image pixel value type alias.

Definition at line 110 of file itkImageClassifierFilter.h.

◆ ClassLabelVectorObjectType

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

Image pixel value type alias.

Definition at line 109 of file itkImageClassifierFilter.h.

◆ ClassLabelVectorType

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

Image pixel value type alias.

Definition at line 108 of file itkImageClassifierFilter.h.

◆ ConstPointer

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

Definition at line 58 of file itkImageClassifierFilter.h.

◆ DecisionRulePointer

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

Image pixel value type alias.

Definition at line 114 of file itkImageClassifierFilter.h.

◆ DecisionRuleType

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

type of the decision rule

Definition at line 113 of file itkImageClassifierFilter.h.

◆ InputImagePointer

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

Image related type alias.

Definition at line 72 of file itkImageClassifierFilter.h.

◆ InputImageRegionType

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

Image pixel value type alias.

Definition at line 77 of file itkImageClassifierFilter.h.

◆ InputImageType

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

Image pixel value type alias.

Definition at line 66 of file itkImageClassifierFilter.h.

◆ InputIndexType

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

Image pixel value type alias.

Definition at line 76 of file itkImageClassifierFilter.h.

◆ InputPixelType

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

Image pixel value type alias.

Definition at line 68 of file itkImageClassifierFilter.h.

◆ InputSizeType

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

Image pixel value type alias.

Definition at line 75 of file itkImageClassifierFilter.h.

◆ MeasurementType

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

type alias from SampleType object

Definition at line 90 of file itkImageClassifierFilter.h.

◆ MeasurementVectorType

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

Image pixel value type alias.

Definition at line 91 of file itkImageClassifierFilter.h.

◆ MembershipFunctionPointer

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

Image pixel value type alias.

Definition at line 95 of file itkImageClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayObjectType

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

Image pixel value type alias.

Definition at line 103 of file itkImageClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayPointer

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

Image pixel value type alias.

Definition at line 104 of file itkImageClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayType

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

type alias for membership functions weight proprtion

Definition at line 101 of file itkImageClassifierFilter.h.

◆ MembershipFunctionType

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

type alias for the MembershipFunction

Definition at line 94 of file itkImageClassifierFilter.h.

◆ MembershipFunctionVectorObjectPointer

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

Image pixel value type alias.

Definition at line 98 of file itkImageClassifierFilter.h.

◆ MembershipFunctionVectorObjectType

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

Image pixel value type alias.

Definition at line 97 of file itkImageClassifierFilter.h.

◆ MembershipFunctionVectorType

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

Image pixel value type alias.

Definition at line 96 of file itkImageClassifierFilter.h.

◆ OutputImagePointer

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

Image pixel value type alias.

Definition at line 73 of file itkImageClassifierFilter.h.

◆ OutputImageRegionType

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

Image pixel value type alias.

Definition at line 80 of file itkImageClassifierFilter.h.

◆ OutputImageType

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

Image pixel value type alias.

Definition at line 67 of file itkImageClassifierFilter.h.

◆ OutputIndexType

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

Image pixel value type alias.

Definition at line 79 of file itkImageClassifierFilter.h.

◆ OutputPixelType

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

Image pixel value type alias.

Definition at line 69 of file itkImageClassifierFilter.h.

◆ OutputSizeType

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

Image pixel value type alias.

Definition at line 78 of file itkImageClassifierFilter.h.

◆ Pointer

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

Definition at line 57 of file itkImageClassifierFilter.h.

◆ SampleType

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

Type of the input Sample

Definition at line 87 of file itkImageClassifierFilter.h.

◆ Self

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

Standard class type alias

Definition at line 55 of file itkImageClassifierFilter.h.

◆ Superclass

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

Definition at line 56 of file itkImageClassifierFilter.h.

Constructor & Destructor Documentation

◆ ImageClassifierFilter()

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

Image pixel value type alias.

◆ ~ImageClassifierFilter()

template<typename TSample , typename TInputImage , typename TOutputImage >
itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage >::~ImageClassifierFilter ( )
overrideprotecteddefault

Image pixel value type alias.

Member Function Documentation

◆ CreateAnother()

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

Image pixel value type alias.

Reimplemented from itk::Object.

◆ GenerateData()

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 >.

◆ GetDecisionRule()

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

Image pixel value type alias.

◆ GetImage()

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

Image pixel value type alias.

◆ GetNameOfClass()

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 >.

◆ GetNumberOfClasses()

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

Image pixel value type alias.

◆ New()

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

Image pixel value type alias.

◆ PrintSelf()

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

Image pixel value type alias.

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

◆ SetClassLabels()

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.

◆ SetDecisionRule()

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.

◆ SetImage()

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

Sets the input image

◆ SetMembershipFunctions()

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.

◆ SetMembershipFunctionsWeightsArray()

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

◆ SetNumberOfClasses()

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

◆ InputImageDimension

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

Image related type alias.

Definition at line 83 of file itkImageClassifierFilter.h.

◆ m_DecisionRule

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

Decision Rule

Definition at line 165 of file itkImageClassifierFilter.h.

◆ m_NumberOfClasses

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

Image pixel value type alias.

Definition at line 162 of file itkImageClassifierFilter.h.

◆ OutputImageDimension

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

Image pixel value type alias.

Definition at line 84 of file itkImageClassifierFilter.h.


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