ITK  6.0.0
Insight Toolkit
Public Types | Public Member Functions | Static Public Attributes | Protected Member Functions | Private Attributes | List of all members
itk::Statistics::ImageClassifierFilter< TSample, TInputImage, TOutputImage > Class Template Reference

#include <itkImageClassifierFilter.h>

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.

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

Public Types

using ClassLabelType = IdentifierType
 
using ClassLabelVectorObjectPointer = ClassLabelVectorObjectType::Pointer
 
using ClassLabelVectorObjectType = SimpleDataObjectDecorator< ClassLabelVectorType >
 
using ClassLabelVectorType = std::vector< ClassLabelType >
 
using ConstPointer = SmartPointer< const Self >
 
using DecisionRulePointer = DecisionRuleType::ConstPointer
 
using DecisionRuleType = DecisionRule
 
using InputImagePointer = typename TInputImage::Pointer
 
using InputImageRegionType = typename TInputImage::RegionType
 
using InputImageType = TInputImage
 
using InputIndexType = typename TInputImage::IndexType
 
using InputPixelType = typename TInputImage::PixelType
 
using InputSizeType = typename TInputImage::SizeType
 
using MeasurementType = typename SampleType::MeasurementType
 
using MeasurementVectorType = typename SampleType::MeasurementVectorType
 
using MembershipFunctionPointer = typename MembershipFunctionType::ConstPointer
 
using MembershipFunctionsWeightsArrayObjectType = SimpleDataObjectDecorator< MembershipFunctionsWeightsArrayType >
 
using MembershipFunctionsWeightsArrayPointer = typename MembershipFunctionsWeightsArrayObjectType::Pointer
 
using MembershipFunctionsWeightsArrayType = Array< double >
 
using MembershipFunctionType = MembershipFunctionBase< MeasurementVectorType >
 
using MembershipFunctionVectorObjectPointer = typename MembershipFunctionVectorObjectType::Pointer
 
using MembershipFunctionVectorObjectType = SimpleDataObjectDecorator< MembershipFunctionVectorType >
 
using MembershipFunctionVectorType = std::vector< MembershipFunctionPointer >
 
using OutputImagePointer = typename TOutputImage::Pointer
 
using OutputImageRegionType = typename TOutputImage::RegionType
 
using OutputImageType = TOutputImage
 
using OutputIndexType = typename TOutputImage::IndexType
 
using OutputPixelType = typename TOutputImage::PixelType
 
using OutputSizeType = typename TOutputImage::SizeType
 
using Pointer = SmartPointer< Self >
 
using SampleType = TSample
 
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 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
 

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
 
const char * GetNameOfClass () const override
 
void PopBackInput () override
 
void PopFrontInput () override
 
virtual void PushBackInput (const InputImageType *input)
 
virtual void PushFrontInput (const InputImageType *input)
 
virtual void SetInput (const DataObjectIdentifierType &key, DataObject *input)
 
virtual void SetInput (const InputImageType *input)
 
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 >
const char * GetNameOfClass () const override
 
OutputImageTypeGetOutput (unsigned int idx)
 
OutputImageTypeGetOutput ()
 
const OutputImageTypeGetOutput () const
 
virtual void GraftOutput (DataObject *graft)
 
virtual void GraftOutput (const DataObjectIdentifierType &key, DataObject *graft)
 
virtual void GraftNthOutput (unsigned int idx, DataObject *graft)
 
ProcessObject::DataObjectPointer MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx) override
 
ProcessObject::DataObjectPointer MakeOutput (const ProcessObject::DataObjectIdentifierType &) override
 
- Public Member Functions inherited from itk::ProcessObject
virtual void AbortGenerateDataOn ()
 
virtual void EnlargeOutputRequestedRegion (DataObject *)
 
virtual const bool & GetAbortGenerateData () const
 
DataObjectPointerArray GetIndexedInputs ()
 
DataObjectPointerArray GetIndexedOutputs ()
 
NameArray GetInputNames () const
 
DataObjectPointerArray GetInputs ()
 
MultiThreaderTypeGetMultiThreader () const
 
const char * GetNameOfClass () const override
 
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 DataObjectPointer MakeOutput (const DataObjectIdentifierType &)
 
virtual DataObjectPointer MakeOutput (DataObjectPointerArraySizeType idx)
 
virtual void PrepareOutputs ()
 
virtual void PropagateRequestedRegion (DataObject *output)
 
virtual void ResetPipeline ()
 
virtual void SetAbortGenerateData (bool _arg)
 
void SetMultiThreader (MultiThreaderType *threader)
 
virtual void Update ()
 
virtual void UpdateLargestPossibleRegion ()
 
virtual void UpdateOutputData (DataObject *output)
 
virtual void UpdateOutputInformation ()
 
void UpdateProgress (float progress)
 
virtual void SetReleaseDataFlag (bool val)
 
virtual bool GetReleaseDataFlag () const
 
void ReleaseDataFlagOn ()
 
void ReleaseDataFlagOff ()
 
virtual void SetReleaseDataBeforeUpdateFlag (bool _arg)
 
virtual const bool & GetReleaseDataBeforeUpdateFlag () const
 
virtual void ReleaseDataBeforeUpdateFlagOn ()
 
virtual void SetNumberOfWorkUnits (ThreadIdType _arg)
 
virtual const ThreadIdTypeGetNumberOfWorkUnits () const
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *cmd) const
 
unsigned long AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const
 
LightObject::Pointer CreateAnother () const override
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
const char * GetNameOfClass () const override
 
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) const
 
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
Pointer Clone () const
 
virtual Pointer CreateAnother () const
 
virtual void Delete ()
 
virtual const char * GetNameOfClass () const
 
virtual int GetReferenceCount () const
 
void Print (std::ostream &os, Indent indent=0) const
 
virtual void Register () const
 
virtual void SetReferenceCount (int)
 
virtual void UnRegister () const noexcept
 

Static Public Attributes

static constexpr unsigned int InputImageDimension = TInputImage::ImageDimension
 
static constexpr unsigned int OutputImageDimension = TOutputImage::ImageDimension
 
- 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 Member Functions

void GenerateData () override
 
 ImageClassifierFilter ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
 ~ImageClassifierFilter () override=default
 
- 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)
 
void GenerateInputRequestedRegion () override
 
 ImageToImageFilter ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
void VerifyInputInformation () const override
 
 ~ImageToImageFilter () override=default
 
virtual void PushBackInput (const DataObject *input)
 
virtual void PushFrontInput (const DataObject *input)
 
- Protected Member Functions inherited from itk::ImageSource< TOutputImage >
virtual void AfterThreadedGenerateData ()
 
virtual void AllocateOutputs ()
 
virtual void BeforeThreadedGenerateData ()
 
void ClassicMultiThread (ThreadFunctionType callbackFunction)
 
void GenerateData () override
 
virtual const ImageRegionSplitterBaseGetImageRegionSplitter () const
 
 ImageSource ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual unsigned int SplitRequestedRegion (unsigned int i, unsigned int pieces, OutputImageRegionType &splitRegion)
 
 ~ImageSource () override=default
 
virtual void ThreadedGenerateData (const OutputImageRegionType &region, ThreadIdType threadId)
 
virtual void DynamicThreadedGenerateData (const OutputImageRegionType &outputRegionForThread)
 
virtual bool GetDynamicMultiThreading () const
 
virtual void SetDynamicMultiThreading (bool _arg)
 
virtual void DynamicMultiThreadingOn ()
 
- Protected Member Functions inherited from itk::ProcessObject
virtual void AddInput (DataObject *input)
 
void AddOptionalInputName (const DataObjectIdentifierType &)
 
void AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void AddOutput (DataObject *output)
 
bool AddRequiredInputName (const DataObjectIdentifierType &)
 
bool AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)
 
virtual void CacheInputReleaseDataFlags ()
 
virtual void GenerateData ()
 
virtual void GenerateInputRequestedRegion ()
 
virtual void GenerateOutputInformation ()
 
virtual void GenerateOutputRequestedRegion (DataObject *output)
 
DataObjectGetInput (const DataObjectIdentifierType &key)
 
const DataObjectGetInput (const DataObjectIdentifierType &key) const
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredInputs () const
 
virtual const DataObjectPointerArraySizeTypeGetNumberOfRequiredOutputs () const
 
bool IsIndexedInputName (const DataObjectIdentifierType &) const
 
bool IsIndexedOutputName (const DataObjectIdentifierType &) const
 
bool IsRequiredInputName (const DataObjectIdentifierType &) const
 
DataObjectPointerArraySizeType MakeIndexFromInputName (const DataObjectIdentifierType &name) const
 
DataObjectPointerArraySizeType MakeIndexFromOutputName (const DataObjectIdentifierType &name) const
 
DataObjectIdentifierType MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const
 
DataObjectIdentifierType MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const
 
virtual void PopBackInput ()
 
virtual void PopFrontInput ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
 ProcessObject ()
 
virtual void PropagateResetPipeline ()
 
virtual void PushBackInput (const DataObject *input)
 
virtual void PushFrontInput (const DataObject *input)
 
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 idx, DataObject *input)
 
virtual void SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output)
 
void SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)
 
void SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)
 
virtual void SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)
 
virtual void SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)
 
virtual void SetOutput (const DataObjectIdentifierType &name, DataObject *output)
 
virtual void SetPrimaryInput (DataObject *object)
 
virtual void SetPrimaryOutput (DataObject *object)
 
void SetRequiredInputNames (const NameArray &)
 
virtual void VerifyInputInformation () const
 
virtual void VerifyPreconditions () const
 
 ~ProcessObject () override
 
DataObjectGetInput (DataObjectPointerArraySizeType idx)
 
const DataObjectGetInput (DataObjectPointerArraySizeType idx) const
 
DataObjectGetPrimaryInput ()
 
const DataObjectGetPrimaryInput () const
 
virtual void SetPrimaryInputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryInputName () const
 
DataObjectGetOutput (const DataObjectIdentifierType &key)
 
const DataObjectGetOutput (const DataObjectIdentifierType &key) const
 
virtual void SetPrimaryOutputName (const DataObjectIdentifierType &key)
 
virtual const char * GetPrimaryOutputName () const
 
DataObjectGetOutput (DataObjectPointerArraySizeType i)
 
const DataObjectGetOutput (DataObjectPointerArraySizeType i) const
 
DataObjectGetPrimaryOutput ()
 
const DataObjectGetPrimaryOutput () const
 
virtual bool GetThreaderUpdateProgress () const
 
virtual void ThreaderUpdateProgressOn ()
 
virtual void SetThreaderUpdateProgress (bool arg)
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual void SetTimeStamp (const TimeStamp &timeStamp)
 
 ~Object () override
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintSelf (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 {}
 
const char * GetNameOfClass () const override
 
static Pointer New ()
 

Additional Inherited Members

- Static Public Member Functions inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
static double GetGlobalDefaultCoordinateTolerance ()
 
static double GetGlobalDefaultDirectionTolerance ()
 
static void SetGlobalDefaultCoordinateTolerance (double)
 
static void SetGlobalDefaultDirectionTolerance (double)
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool val)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 
- Protected Types inherited from itk::ImageToImageFilter< TInputImage, TOutputImage >
using InputToOutputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::OutputImageDimension, Self::InputImageDimension >
 
using OutputToInputRegionCopierType = ImageToImageFilterDetail::ImageRegionCopier< Self::InputImageDimension, Self::OutputImageDimension >
 
- 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
template<typename TSourceObject >
static void MakeRequiredOutputs (TSourceObject &sourceObject, const DataObjectPointerArraySizeType numberOfRequiredOutputs)
 
static constexpr float progressFixedToFloat (uint32_t fixed)
 
static uint32_t progressFloatToFixed (float f)
 
- Protected Attributes inherited from itk::ImageSource< TOutputImage >
bool m_DynamicMultiThreading { true }
 
- Protected Attributes inherited from itk::ProcessObject
TimeStamp m_OutputInformationMTime {}
 
bool m_Updating {}
 
- Protected Attributes inherited from itk::LightObject
std::atomic< int > m_ReferenceCount {}
 

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

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>

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>

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

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

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

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

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

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

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

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>

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

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 proportion

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

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>

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>

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

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

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

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

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

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

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

◆ ~ImageClassifierFilter()

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

Member Function Documentation

◆ 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

Set/Get the decision rule.

◆ GetImage()

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

◆ GetNameOfClass()

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

◆ GetNumberOfClasses()

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

◆ New()

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

◆ PrintSelf()

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 >.

◆ 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

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

Definition at line 84 of file itkImageClassifierFilter.h.


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