itkSymmetricEigenAnalysisImageFilter.h

Go to the documentation of this file.

/*=========================================================================
 *
 *  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 itkSymmetricEigenAnalysisImageFilter_h
#define itkSymmetricEigenAnalysisImageFilter_h
 
#include "itkUnaryFunctorImageFilter.h"
#include "itkSymmetricEigenAnalysis.h"
#include "ITKImageIntensityExport.h"
 
namespace itk
{
// This functor class invokes the computation of Eigen Analysis for
// every pixel. The input pixel type must provide the API for the [][]
// operator, while the output pixel type must provide the API for the
// [] operator. Input pixel matrices should be symmetric.
//
// The default operation is to order eigen values in ascending order.
// You may also use OrderEigenValuesBy( ) to order eigen values by
// magnitude as is common with use of tensors in vessel extraction.
namespace Functor
{
 
#if !defined(ITK_LEGACY_REMOVE)
using OrderTypeOfEigenValue = EigenValueOrderEnum;
#endif
 
template <typename TInput, typename TOutput>
class SymmetricEigenAnalysisFunction
{
public:
  using RealValueType = typename TInput::RealValueType;
  using CalculatorType = SymmetricEigenAnalysis<TInput, TOutput>;
  bool
  operator==(const SymmetricEigenAnalysisFunction &) const
  {
    return true;
  }
 
  ITK_UNEQUAL_OPERATOR_MEMBER_FUNCTION(SymmetricEigenAnalysisFunction);
 
  inline TOutput
  operator()(const TInput & x) const
  {
    TOutput eigenValues{};
 
    m_Calculator.ComputeEigenValues(x, eigenValues);
    return eigenValues;
  }

  void
  SetDimension(unsigned int n)
  {
    m_Calculator.SetDimension(n);
  }
  unsigned int
  GetDimension() const
  {
    return m_Calculator.GetDimension();
  }

 
#if !defined(ITK_LEGACY_REMOVE)
  using EigenValueOrderType = EigenValueOrderEnum;
#endif
#if !defined(ITK_LEGACY_REMOVE)
  // We need to expose the enum values at the class level
  // for backwards compatibility
  static constexpr EigenValueOrderEnum OrderByValue = EigenValueOrderEnum::OrderByValue;
  static constexpr EigenValueOrderEnum OrderByMagnitude = EigenValueOrderEnum::OrderByMagnitude;
  static constexpr EigenValueOrderEnum DoNotOrder = EigenValueOrderEnum::DoNotOrder;
#endif

  void
  OrderEigenValuesBy(EigenValueOrderEnum order)
  {
    if (order == EigenValueOrderEnum::OrderByMagnitude)
    {
      m_Calculator.SetOrderEigenMagnitudes(true);
    }
    else if (order == EigenValueOrderEnum::DoNotOrder)
    {
      m_Calculator.SetOrderEigenValues(false);
    }
  }
  void
  SetOrderEigenValuesBy(EigenValueOrderEnum order)
  {
    this->OrderEigenValuesBy(order);
  }
  EigenValueOrderEnum
  GetOrderEigenValuesBy() const
  {
    if (m_Calculator.GetOrderEigenMagnitudes())
    {
      return EigenValueOrderEnum::OrderByMagnitude;
    }
    if (m_Calculator.GetOrderEigenValues())
    {
      return EigenValueOrderEnum::OrderByValue;
    }
    return EigenValueOrderEnum::DoNotOrder;
  }

 
 
private:
  CalculatorType m_Calculator;
};
 
template <unsigned int TMatrixDimension, typename TInput, typename TOutput>
class SymmetricEigenAnalysisFixedDimensionFunction
{
public:
  using RealValueType = typename TInput::RealValueType;
  using CalculatorType = SymmetricEigenAnalysisFixedDimension<TMatrixDimension, TInput, TOutput>;
  bool
  operator==(const SymmetricEigenAnalysisFixedDimensionFunction &) const
  {
    return true;
  }
 
  ITK_UNEQUAL_OPERATOR_MEMBER_FUNCTION(SymmetricEigenAnalysisFixedDimensionFunction);
 
  inline TOutput
  operator()(const TInput & x) const
  {
    TOutput eigenValues;
 
    m_Calculator.ComputeEigenValues(x, eigenValues);
    return eigenValues;
  }

  unsigned int
  GetDimension() const
  {
    return m_Calculator.GetDimension();
  }
 
#if !defined(ITK_LEGACY_REMOVE)
  using EigenValueOrderType = EigenValueOrderEnum;
#endif
#if !defined(ITK_LEGACY_REMOVE)
  // We need to expose the enum values at the class level
  // for backwards compatibility
  static constexpr EigenValueOrderEnum OrderByValue = EigenValueOrderEnum::OrderByValue;
  static constexpr EigenValueOrderEnum OrderByMagnitude = EigenValueOrderEnum::OrderByMagnitude;
  static constexpr EigenValueOrderEnum DoNotOrder = EigenValueOrderEnum::DoNotOrder;
#endif

  void
  OrderEigenValuesBy(EigenValueOrderEnum order)
  {
    if (order == EigenValueOrderEnum::OrderByMagnitude)
    {
      m_Calculator.SetOrderEigenMagnitudes(true);
    }
    else if (order == EigenValueOrderEnum::DoNotOrder)
    {
      m_Calculator.SetOrderEigenValues(false);
    }
  }

 
private:
  CalculatorType m_Calculator;
};

extern ITKImageIntensity_EXPORT std::ostream &
                                operator<<(std::ostream & out, const EigenValueOrderEnum value);
 
} // end namespace Functor

template <typename TInputImage, typename TOutputImage>
class SymmetricEigenAnalysisImageFilter
  : public UnaryFunctorImageFilter<
      TInputImage,
      TOutputImage,
      Functor::SymmetricEigenAnalysisFunction<typename TInputImage::PixelType, typename TOutputImage::PixelType>>
{
public:
  ITK_DISALLOW_COPY_AND_MOVE(SymmetricEigenAnalysisImageFilter);

  using Self = SymmetricEigenAnalysisImageFilter;
  using Superclass = UnaryFunctorImageFilter<
    TInputImage,
    TOutputImage,
    Functor::SymmetricEigenAnalysisFunction<typename TInputImage::PixelType, typename TOutputImage::PixelType>>;
 
  using Pointer = SmartPointer<Self>;
  using ConstPointer = SmartPointer<const Self>;
 
  using typename Superclass::OutputImageType;
  using OutputPixelType = typename TOutputImage::PixelType;
  using InputPixelType = typename TInputImage::PixelType;
  using InputValueType = typename InputPixelType::ValueType;
  using typename Superclass::FunctorType;
 
#if !defined(ITK_LEGACY_REMOVE)
  using EigenValueOrderType = EigenValueOrderEnum;
#endif

  void
  OrderEigenValuesBy(EigenValueOrderEnum order)
  {
    this->GetFunctor().OrderEigenValuesBy(order);
  }
  void
  SetOrderEigenValuesBy(EigenValueOrderEnum order)
  {
    this->OrderEigenValuesBy(order);
  }
  EigenValueOrderEnum
  GetOrderEigenValuesBy() const
  {
    return this->GetFunctor().GetOrderEigenValuesBy();
  }


  itkOverrideGetNameOfClassMacro(SymmetricEigenAnalysisImageFilter);

  itkNewMacro(Self);

  void
  PrintSelf(std::ostream & os, Indent indent) const override
  {
    this->Superclass::PrintSelf(os, indent);
  }

  void
  SetDimension(unsigned int p)
  {
    this->GetFunctor().SetDimension(p);
  }
  unsigned int
  GetDimension() const
  {
    return this->GetFunctor().GetDimension();
  }

 
  itkConceptMacro(InputHasNumericTraitsCheck, (Concept::HasNumericTraits<InputValueType>));
 
protected:
  SymmetricEigenAnalysisImageFilter() { this->SetDimension(TInputImage::ImageDimension); }
  ~SymmetricEigenAnalysisImageFilter() override = default;
};

template <unsigned int TMatrixDimension, typename TInputImage, typename TOutputImage = TInputImage>
class SymmetricEigenAnalysisFixedDimensionImageFilter
  : public UnaryFunctorImageFilter<
      TInputImage,
      TOutputImage,
      Functor::SymmetricEigenAnalysisFixedDimensionFunction<TMatrixDimension,
                                                            typename TInputImage::PixelType,
                                                            typename TOutputImage::PixelType>>
{
public:
  ITK_DISALLOW_COPY_AND_MOVE(SymmetricEigenAnalysisFixedDimensionImageFilter);

  using Self = SymmetricEigenAnalysisFixedDimensionImageFilter;
  using Superclass =
    UnaryFunctorImageFilter<TInputImage,
                            TOutputImage,
                            Functor::SymmetricEigenAnalysisFixedDimensionFunction<TMatrixDimension,
                                                                                  typename TInputImage::PixelType,
                                                                                  typename TOutputImage::PixelType>>;
 
  using Pointer = SmartPointer<Self>;
  using ConstPointer = SmartPointer<const Self>;
 
  using typename Superclass::OutputImageType;
  using OutputPixelType = typename TOutputImage::PixelType;
  using InputPixelType = typename TInputImage::PixelType;
  using InputValueType = typename InputPixelType::ValueType;
  using typename Superclass::FunctorType;

  using EigenValueOrderEnum = itk::EigenValueOrderEnum;

  void
  OrderEigenValuesBy(EigenValueOrderEnum order)
  {
    this->GetFunctor().OrderEigenValuesBy(order);
  }

  itkOverrideGetNameOfClassMacro(SymmetricEigenAnalysisFixedDimensionImageFilter);

  itkNewMacro(Self);

  void
  PrintSelf(std::ostream & os, Indent indent) const override
  {
    this->Superclass::PrintSelf(os, indent);
  }

  unsigned int
  GetDimension() const
  {
    return this->GetFunctor().GetDimension();
  }
 
  itkConceptMacro(InputHasNumericTraitsCheck, (Concept::HasNumericTraits<InputValueType>));
 
protected:
  SymmetricEigenAnalysisFixedDimensionImageFilter() = default;
  ~SymmetricEigenAnalysisFixedDimensionImageFilter() override = default;
};
} // end namespace itk
 
#endif