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/*=========================================================================
*
* Copyright NumFOCUS
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0.txt
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
*=========================================================================*/
#ifndef itkBinaryThresholdImageFilter_h
#define itkBinaryThresholdImageFilter_h
#include "itkUnaryFunctorImageFilter.h"
#include "itkConceptChecking.h"
#include "itkSimpleDataObjectDecorator.h"
namespace itk
{
/**
* \class BinaryThresholdImageFilter
*
* \brief Binarize an input image by thresholding.
*
* This filter produces an output image whose pixels
* are either one of two values ( OutsideValue or InsideValue ),
* depending on whether the corresponding input image pixels
* lie between the two thresholds ( LowerThreshold and UpperThreshold ).
* Values equal to either threshold is considered to be between the thresholds.
*
* More precisely
* \f[ Output(x_i) =
* \begin{cases}
* InsideValue & \text{if $LowerThreshold \leq x_i \leq UpperThreshold$} \\
* OutsideValue & \text{otherwise}
* \end{cases}
* \f]
*
* This filter is templated over the input image type
* and the output image type.
*
* The filter expect both images to have the same number of dimensions.
*
* The default values for LowerThreshold and UpperThreshold are:
* LowerThreshold = NumericTraits<TInput>::NonpositiveMin();
* UpperThreshold = NumericTraits<TInput>::max();
* Therefore, generally only one of these needs to be set, depending
* on whether the user wants to threshold above or below the desired threshold.
*
* \ingroup IntensityImageFilters MultiThreaded
* \ingroup ITKThresholding
*
* \sphinx
* \sphinxexample{Filtering/Thresholding/ThresholdAnImageUsingBinary,Threshold An Image Using Binary Thresholding}
* \endsphinx
*/
namespace Functor
{
template <typename TInput, typename TOutput>
class ITK_TEMPLATE_EXPORT BinaryThreshold
{
public:
BinaryThreshold()
{
m_LowerThreshold = NumericTraits<TInput>::NonpositiveMin();
m_UpperThreshold = NumericTraits<TInput>::max();
m_OutsideValue = TOutput{};
m_InsideValue = NumericTraits<TOutput>::max();
}
~BinaryThreshold() = default;
void
SetLowerThreshold(const TInput & thresh)
{
m_LowerThreshold = thresh;
}
void
SetUpperThreshold(const TInput & thresh)
{
m_UpperThreshold = thresh;
}
void
SetInsideValue(const TOutput & value)
{
m_InsideValue = value;
}
void
SetOutsideValue(const TOutput & value)
{
m_OutsideValue = value;
}
bool
operator==(const BinaryThreshold & other) const
{
return m_LowerThreshold == other.m_LowerThreshold && m_UpperThreshold == other.m_UpperThreshold &&
Math::ExactlyEquals(m_InsideValue, other.m_InsideValue) &&
Math::ExactlyEquals(m_OutsideValue, other.m_OutsideValue);
}
ITK_UNEQUAL_OPERATOR_MEMBER_FUNCTION(BinaryThreshold);
inline TOutput
operator()(const TInput & A) const
{
if (m_LowerThreshold <= A && A <= m_UpperThreshold)
{
return m_InsideValue;
}
return m_OutsideValue;
}
private:
TInput m_LowerThreshold;
TInput m_UpperThreshold;
TOutput m_InsideValue;
TOutput m_OutsideValue;
};
} // namespace Functor
template <typename TInputImage, typename TOutputImage>
class ITK_TEMPLATE_EXPORT BinaryThresholdImageFilter
: public UnaryFunctorImageFilter<
TInputImage,
TOutputImage,
Functor::BinaryThreshold<typename TInputImage::PixelType, typename TOutputImage::PixelType>>
{
public:
ITK_DISALLOW_COPY_AND_MOVE(BinaryThresholdImageFilter);
/** Standard class type aliases. */
using Self = BinaryThresholdImageFilter;
using Superclass = UnaryFunctorImageFilter<
TInputImage,
TOutputImage,
Functor::BinaryThreshold<typename TInputImage::PixelType, typename TOutputImage::PixelType>>;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** Method for creation through the object factory. */
itkNewMacro(Self);
/** \see LightObject::GetNameOfClass() */
itkOverrideGetNameOfClassMacro(BinaryThresholdImageFilter);
/** Pixel types. */
using InputPixelType = typename TInputImage::PixelType;
using OutputPixelType = typename TOutputImage::PixelType;
/** Type of DataObjects to use for scalar inputs */
using InputPixelObjectType = SimpleDataObjectDecorator<InputPixelType>;
/** Set the "outside" pixel value. The default value
* OutputPixelType{}. */
itkSetMacro(OutsideValue, OutputPixelType);
/** Get the "outside" pixel value. */
itkGetConstReferenceMacro(OutsideValue, OutputPixelType);
/** Set the "inside" pixel value. The default value
* NumericTraits<OutputPixelType>::max() */
itkSetMacro(InsideValue, OutputPixelType);
/** Get the "inside" pixel value. */
itkGetConstReferenceMacro(InsideValue, OutputPixelType);
/** Set the thresholds. The default lower threshold
* is NumericTraits<InputPixelType>::NonpositiveMin(). The default upper
* threshold is NumericTraits<InputPixelType>::max. An exception is thrown
* if the lower threshold is greater than the upper threshold. */
virtual void
SetUpperThreshold(const InputPixelType threshold);
virtual void
SetUpperThresholdInput(const InputPixelObjectType *);
virtual void
SetLowerThreshold(const InputPixelType threshold);
virtual void
SetLowerThresholdInput(const InputPixelObjectType *);
/** Get the threshold values. */
virtual InputPixelType
GetUpperThreshold() const;
virtual InputPixelObjectType *
GetUpperThresholdInput();
virtual const InputPixelObjectType *
GetUpperThresholdInput() const;
virtual InputPixelType
GetLowerThreshold() const;
virtual InputPixelObjectType *
GetLowerThresholdInput();
virtual const InputPixelObjectType *
GetLowerThresholdInput() const;
#ifdef ITK_USE_CONCEPT_CHECKING
// Begin concept checking
itkConceptMacro(OutputEqualityComparableCheck, (Concept::EqualityComparable<OutputPixelType>));
itkConceptMacro(InputPixelTypeComparable, (Concept::Comparable<InputPixelType>));
itkConceptMacro(InputOStreamWritableCheck, (Concept::OStreamWritable<InputPixelType>));
itkConceptMacro(OutputOStreamWritableCheck, (Concept::OStreamWritable<OutputPixelType>));
// End concept checking
#endif
protected:
BinaryThresholdImageFilter();
~BinaryThresholdImageFilter() override = default;
void
PrintSelf(std::ostream & os, Indent indent) const override;
/** This method is used to set the state of the filter before
* multi-threading. */
void
BeforeThreadedGenerateData() override;
private:
OutputPixelType m_InsideValue{};
OutputPixelType m_OutsideValue{};
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
# include "itkBinaryThresholdImageFilter.hxx"
#endif
#endif
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