ITK
6.0.0
Insight Toolkit
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#include <itkOtsuThresholdImageFilter.h>
Threshold an image using the Otsu Threshold.
This filter creates a binary thresholded image that separates an image into foreground and background components. The filter computes the threshold using the OtsuThresholdCalculator and applies that threshold to the input image using the BinaryThresholdImageFilter.
This implementation was taken from the Insight Journal paper: https://doi.org/10.54294/efycla
Definition at line 55 of file itkOtsuThresholdImageFilter.h.
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::HistogramThresholdImageFilter< TInputImage, TOutputImage, TOutputImage > | |
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 = InputImageType::ImageDimension |
static constexpr unsigned int | OutputImageDimension = OutputImageType::ImageDimension |
Static Public Attributes inherited from itk::HistogramThresholdImageFilter< TInputImage, TOutputImage, TOutputImage > | |
static constexpr unsigned int | InputImageDimension |
static constexpr unsigned int | MaskImageDimension |
static constexpr unsigned int | OutputImageDimension |
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 |
Private Attributes | |
bool | m_ReturnBinMidpoint { false } |
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::CalculatorType = OtsuThresholdCalculator<HistogramType, InputPixelType> |
Definition at line 97 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::ConstPointer = SmartPointer<const Self> |
Definition at line 65 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::InputImagePointer = typename InputImageType::Pointer |
Image related type alias.
Definition at line 83 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::InputImageRegionType = typename InputImageType::RegionType |
Definition at line 88 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::InputImageType = TInputImage |
Definition at line 73 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::InputIndexType = typename InputImageType::IndexType |
Definition at line 87 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::InputPixelType = typename InputImageType::PixelType |
Image pixel value type alias.
Definition at line 78 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::InputSizeType = typename InputImageType::SizeType |
Definition at line 86 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskImageRegionType = typename MaskImageType::RegionType |
Definition at line 94 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskImageType = TMaskImage |
Definition at line 75 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskIndexType = typename MaskImageType::IndexType |
Definition at line 93 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskPixelType = typename MaskImageType::PixelType |
Definition at line 80 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::MaskSizeType = typename MaskImageType::SizeType |
Definition at line 92 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputImagePointer = typename OutputImageType::Pointer |
Definition at line 84 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputImageRegionType = typename OutputImageType::RegionType |
Definition at line 91 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputImageType = TOutputImage |
Definition at line 74 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputIndexType = typename OutputImageType::IndexType |
Definition at line 90 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputPixelType = typename OutputImageType::PixelType |
Definition at line 79 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::OutputSizeType = typename OutputImageType::SizeType |
Definition at line 89 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::Pointer = SmartPointer<Self> |
Definition at line 64 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::Self = OtsuThresholdImageFilter |
Standard Self type alias
Definition at line 62 of file itkOtsuThresholdImageFilter.h.
using itk::OtsuThresholdImageFilter< TInputImage, TOutputImage, TMaskImage >::Superclass = HistogramThresholdImageFilter<TInputImage, TOutputImage, TMaskImage> |
Definition at line 63 of file itkOtsuThresholdImageFilter.h.
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inlineprotected |
Definition at line 111 of file itkOtsuThresholdImageFilter.h.
References New().
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overrideprotecteddefault |
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inlineoverrideprotectedvirtual |
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.
Reimplemented from itk::ImageSource< TOutputImage >.
Definition at line 115 of file itkOtsuThresholdImageFilter.h.
References itk::OtsuThresholdCalculator< THistogram, TOutput >::SetReturnBinMidpoint().
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overridevirtual |
Reimplemented from itk::ImageToImageFilter< TInputImage, TOutputImage >.
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virtual |
Should the threshold value be mid-point of the bin or the maximum? Default is to return bin maximum.
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static |
Method for creation through the object factory.
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virtual |
Should the threshold value be mid-point of the bin or the maximum? Default is to return bin maximum.
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virtual |
Should the threshold value be mid-point of the bin or the maximum? Default is to return bin maximum.
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inlineoverrideprotectedvirtual |
Verifies that the process object has been configured correctly, that all required inputs are set, and needed parameters are set appropriately. If not valid an exceptions will be thrown.
This method is called before UpdateOutputInformation() is propagated to the inputs.
The ProcessObject's implementation verifies that the m_NumberOfRequiredInputs are set and not null.
Reimplemented from itk::ProcessObject.
Definition at line 123 of file itkOtsuThresholdImageFilter.h.
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staticconstexpr |
Image related type alias.
Definition at line 100 of file itkOtsuThresholdImageFilter.h.
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private |
Definition at line 133 of file itkOtsuThresholdImageFilter.h.
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staticconstexpr |
Definition at line 101 of file itkOtsuThresholdImageFilter.h.