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

#include <itkOtsuMultipleThresholdsImageFilter.h>

Detailed Description

template<typename TInputImage, typename TOutputImage>
class itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >

Threshold an image using multiple Otsu Thresholds.

This filter creates a labeled image that separates the input image into various classes. The filter computes the thresholds using the OtsuMultipleThresholdsCalculator and applies those thresholds to the input image using the ThresholdLabelerImageFilter. The NumberOfHistogramBins and NumberOfThresholds can be set for the Calculator. The LabelOffset can be set for the ThresholdLabelerImageFilter.

This filter also includes an option to use the valley emphasis algorithm from H.F. Ng, "Automatic thresholding for defect detection", Pattern Recognition Letters, (27): 1644-1649, 2006. The valley emphasis algorithm is particularly effective when the object to be thresholded is small. See the following tests for examples: itkOtsuMultipleThresholdsImageFilterTest3 and itkOtsuMultipleThresholdsImageFilterTest4 To use this algorithm, simple call the setter: SetValleyEmphasis(true) It is turned off by default.

See also
ScalarImageToHistogramGenerator
OtsuMultipleThresholdsCalculator
ThresholdLabelerImageFilter
ITK Sphinx Examples:
Examples
SphinxExamples/src/Bridge/VtkGlue/VisualizeStaticDense2DLevelSetAsElevationMap/Code.cxx, SphinxExamples/src/Bridge/VtkGlue/VisualizeStaticDense2DLevelSetZeroSet/Code.cxx, SphinxExamples/src/Bridge/VtkGlue/VisualizeStaticMalcolm2DLevelSetLayers/Code.cxx, SphinxExamples/src/Bridge/VtkGlue/VisualizeStaticShi2DLevelSetLayers/Code.cxx, SphinxExamples/src/Bridge/VtkGlue/VisualizeStaticWhitaker2DLevelSetLayers/Code.cxx, and SphinxExamples/src/Filtering/Thresholding/ThresholdAnImageUsingOtsu/Code.cxx.

Definition at line 61 of file itkOtsuMultipleThresholdsImageFilter.h.

+ Inheritance diagram for itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >:
+ Collaboration diagram for itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >:

Public Types

using ConstPointer = SmartPointer< const Self >
 
using HistogramGeneratorType = itk::Statistics::ScalarImageToHistogramGenerator< TInputImage >
 
using HistogramType = typename HistogramGeneratorType::HistogramType
 
using InputImagePointer = typename TInputImage::Pointer
 
using InputImageRegionType = typename TInputImage::RegionType
 
using InputIndexType = typename TInputImage::IndexType
 
using InputPixelType = typename TInputImage::PixelType
 
using InputSizeType = typename TInputImage::SizeType
 
using OtsuCalculatorType = OtsuMultipleThresholdsCalculator< HistogramType >
 
using OutputImagePointer = typename TOutputImage::Pointer
 
using OutputImageRegionType = typename TOutputImage::RegionType
 
using OutputIndexType = typename TOutputImage::IndexType
 
using OutputPixelType = typename TOutputImage::PixelType
 
using OutputSizeType = typename TOutputImage::SizeType
 
using Pointer = SmartPointer< Self >
 
using Self = OtsuMultipleThresholdsImageFilter
 
using Superclass = ImageToImageFilter< TInputImage, TOutputImage >
 
using ThresholdVectorType = typename OtsuCalculatorType::OutputType
 
- 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 char * GetNameOfClass () const override
 
const ThresholdVectorTypeGetThresholds () const
 
virtual void SetNumberOfHistogramBins (SizeValueType _arg)
 
virtual SizeValueType GetNumberOfHistogramBins () const
 
virtual void SetNumberOfThresholds (SizeValueType _arg)
 
virtual SizeValueType GetNumberOfThresholds () const
 
virtual void SetLabelOffset (OutputPixelType _arg)
 
virtual OutputPixelType GetLabelOffset () const
 
virtual void SetValleyEmphasis (bool _arg)
 
virtual const bool & GetValleyEmphasis () const
 
virtual void ValleyEmphasisOn ()
 
virtual void SetReturnBinMidpoint (bool _arg)
 
virtual const bool & GetReturnBinMidpoint () const
 
virtual void ReturnBinMidpointOn ()
 
- 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 *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 >
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
 
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 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
 
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 void Delete ()
 
virtual int GetReferenceCount () const
 
void Print (std::ostream &os, Indent indent=0) const
 

Static Public Member Functions

static Pointer New ()
 
- 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 ()
 

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
 
void GenerateInputRequestedRegion () override
 
 OtsuMultipleThresholdsImageFilter ()
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
 ~OtsuMultipleThresholdsImageFilter () 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)
 
 ImageToImageFilter ()
 
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)
 
virtual const ImageRegionSplitterBaseGetImageRegionSplitter () const
 
 ImageSource ()
 
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 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
 
 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 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
 
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 PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 

Private Attributes

OutputPixelType m_LabelOffset {}
 
SizeValueType m_NumberOfHistogramBins { 128 }
 
SizeValueType m_NumberOfThresholds { 1 }
 
bool m_ReturnBinMidpoint { false }
 
ThresholdVectorType m_Thresholds {}
 
bool m_ValleyEmphasis { false }
 

Additional Inherited Members

- 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

◆ ConstPointer

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::ConstPointer = SmartPointer<const Self>

Definition at line 70 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ HistogramGeneratorType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::HistogramGeneratorType = itk::Statistics::ScalarImageToHistogramGenerator<TInputImage>

Threshold vector types.

Definition at line 94 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ HistogramType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::HistogramType = typename HistogramGeneratorType::HistogramType

Definition at line 95 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ InputImagePointer

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::InputImagePointer = typename TInputImage::Pointer

Image related type alias.

Definition at line 83 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ InputImageRegionType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::InputImageRegionType = typename TInputImage::RegionType

Definition at line 88 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ InputIndexType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::InputIndexType = typename TInputImage::IndexType

Definition at line 87 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ InputPixelType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::InputPixelType = typename TInputImage::PixelType

Image pixel value type alias.

Definition at line 79 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ InputSizeType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::InputSizeType = typename TInputImage::SizeType

Definition at line 86 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ OtsuCalculatorType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::OtsuCalculatorType = OtsuMultipleThresholdsCalculator<HistogramType>

Definition at line 96 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ OutputImagePointer

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::OutputImagePointer = typename TOutputImage::Pointer

Definition at line 84 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ OutputImageRegionType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::OutputImageRegionType = typename TOutputImage::RegionType

Definition at line 91 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ OutputIndexType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::OutputIndexType = typename TOutputImage::IndexType

Definition at line 90 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ OutputPixelType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::OutputPixelType = typename TOutputImage::PixelType

Definition at line 80 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ OutputSizeType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::OutputSizeType = typename TOutputImage::SizeType

Definition at line 89 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ Pointer

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::Pointer = SmartPointer<Self>

Definition at line 69 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ Self

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::Self = OtsuMultipleThresholdsImageFilter

Standard Self type alias

Definition at line 67 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ Superclass

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::Superclass = ImageToImageFilter<TInputImage, TOutputImage>

Definition at line 68 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ ThresholdVectorType

template<typename TInputImage , typename TOutputImage >
using itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::ThresholdVectorType = typename OtsuCalculatorType::OutputType

Definition at line 97 of file itkOtsuMultipleThresholdsImageFilter.h.

Constructor & Destructor Documentation

◆ OtsuMultipleThresholdsImageFilter()

template<typename TInputImage , typename TOutputImage >
itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::OtsuMultipleThresholdsImageFilter ( )
protected

◆ ~OtsuMultipleThresholdsImageFilter()

template<typename TInputImage , typename TOutputImage >
itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::~OtsuMultipleThresholdsImageFilter ( )
overrideprotecteddefault

Member Function Documentation

◆ GenerateData()

template<typename TInputImage , typename TOutputImage >
void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GenerateData ( )
overrideprotectedvirtual

A version of GenerateData() specific for image processing filters. This implementation will split the processing across multiple threads. The buffer is allocated by this method. Then the BeforeThreadedGenerateData() method is called (if provided). Then, a series of threads are spawned each calling DynamicThreadedGenerateData(). After all the threads have completed processing, the AfterThreadedGenerateData() method is called (if provided). If an image processing filter cannot be threaded, the filter should provide an implementation of GenerateData(). That implementation is responsible for allocating the output buffer. If a filter can be threaded, it should NOT provide a GenerateData() method but should provide a DynamicThreadedGenerateData() instead.

See also
ThreadedGenerateData()

Reimplemented from itk::ImageSource< TOutputImage >.

◆ GenerateInputRequestedRegion()

template<typename TInputImage , typename TOutputImage >
void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GenerateInputRequestedRegion ( )
overrideprotectedvirtual

What is the input requested region that is required to produce the output requested region? The base assumption for image processing filters is that the input requested region can be set to match the output requested region. If a filter requires more input (for instance a filter that uses neighborhoods needs more input than output to avoid introducing artificial boundary conditions) or less input (for instance a magnify filter) will have to override this method. In doing so, it should call its superclass' implementation as its first step. Note that imaging filters operate differently than the classes to this point in the class hierarchy. Up till now, the base assumption has been that the largest possible region will be requested of the input.

This implementation of GenerateInputRequestedRegion() only processes the inputs that are a subclass of the ImageBase<InputImageDimension>. If an input is another type of DataObject (including an Image of a different dimension), they are skipped by this method. The subclasses of ImageToImageFilter are responsible for providing an implementation of GenerateInputRequestedRegion() when there are multiple inputs of different types.

See also
ProcessObject::GenerateInputRequestedRegion(), ImageSource::GenerateInputRequestedRegion()

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

◆ GetLabelOffset()

template<typename TInputImage , typename TOutputImage >
virtual OutputPixelType itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GetLabelOffset ( ) const
virtual

Set/Get the offset which labels have to start from. Default is 0.

◆ GetNameOfClass()

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

◆ GetNumberOfHistogramBins()

template<typename TInputImage , typename TOutputImage >
virtual SizeValueType itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GetNumberOfHistogramBins ( ) const
virtual

Set/Get the number of histogram bins. Default is 128.

◆ GetNumberOfThresholds()

template<typename TInputImage , typename TOutputImage >
virtual SizeValueType itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GetNumberOfThresholds ( ) const
virtual

Set/Get the number of thresholds. Default is 1.

◆ GetReturnBinMidpoint()

template<typename TInputImage , typename TOutputImage >
virtual const bool& itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GetReturnBinMidpoint ( ) const
virtual

Should the threshold value be mid-point of the bin or the maximum? Default is to return bin maximum.

◆ GetThresholds()

template<typename TInputImage , typename TOutputImage >
const ThresholdVectorType& itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GetThresholds ( ) const
inline

Get the computed threshold.

Definition at line 133 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ GetValleyEmphasis()

template<typename TInputImage , typename TOutputImage >
virtual const bool& itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::GetValleyEmphasis ( ) const
virtual

Set/Get the use of valley emphasis. Default is false.

◆ New()

template<typename TInputImage , typename TOutputImage >
static Pointer itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::New ( )
static

Method for creation through the object factory.

◆ PrintSelf()

template<typename TInputImage , typename TOutputImage >
void itk::OtsuMultipleThresholdsImageFilter< 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 >.

◆ ReturnBinMidpointOn()

template<typename TInputImage , typename TOutputImage >
virtual void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::ReturnBinMidpointOn ( )
virtual

Should the threshold value be mid-point of the bin or the maximum? Default is to return bin maximum.

◆ SetLabelOffset()

template<typename TInputImage , typename TOutputImage >
virtual void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::SetLabelOffset ( OutputPixelType  _arg)
virtual

Set/Get the offset which labels have to start from. Default is 0.

◆ SetNumberOfHistogramBins()

template<typename TInputImage , typename TOutputImage >
virtual void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::SetNumberOfHistogramBins ( SizeValueType  _arg)
virtual

Set/Get the number of histogram bins. Default is 128.

◆ SetNumberOfThresholds()

template<typename TInputImage , typename TOutputImage >
virtual void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::SetNumberOfThresholds ( SizeValueType  _arg)
virtual

Set/Get the number of thresholds. Default is 1.

◆ SetReturnBinMidpoint()

template<typename TInputImage , typename TOutputImage >
virtual void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::SetReturnBinMidpoint ( bool  _arg)
virtual

Should the threshold value be mid-point of the bin or the maximum? Default is to return bin maximum.

◆ SetValleyEmphasis()

template<typename TInputImage , typename TOutputImage >
virtual void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::SetValleyEmphasis ( bool  _arg)
virtual

Set/Get the use of valley emphasis. Default is false.

◆ ValleyEmphasisOn()

template<typename TInputImage , typename TOutputImage >
virtual void itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::ValleyEmphasisOn ( )
virtual

Set/Get the use of valley emphasis. Default is false.

Member Data Documentation

◆ InputImageDimension

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

Image related type alias.

Definition at line 100 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ m_LabelOffset

template<typename TInputImage , typename TOutputImage >
OutputPixelType itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::m_LabelOffset {}
private

Definition at line 160 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ m_NumberOfHistogramBins

template<typename TInputImage , typename TOutputImage >
SizeValueType itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::m_NumberOfHistogramBins { 128 }
private

Definition at line 158 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ m_NumberOfThresholds

template<typename TInputImage , typename TOutputImage >
SizeValueType itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::m_NumberOfThresholds { 1 }
private

Definition at line 159 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ m_ReturnBinMidpoint

template<typename TInputImage , typename TOutputImage >
bool itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::m_ReturnBinMidpoint { false }
private

Definition at line 163 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ m_Thresholds

template<typename TInputImage , typename TOutputImage >
ThresholdVectorType itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::m_Thresholds {}
private

Definition at line 161 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ m_ValleyEmphasis

template<typename TInputImage , typename TOutputImage >
bool itk::OtsuMultipleThresholdsImageFilter< TInputImage, TOutputImage >::m_ValleyEmphasis { false }
private

Definition at line 162 of file itkOtsuMultipleThresholdsImageFilter.h.

◆ OutputImageDimension

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

Definition at line 101 of file itkOtsuMultipleThresholdsImageFilter.h.


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