ITK  5.2.0
Insight Toolkit
Public Types | Public Member Functions | Private Member Functions | Private Attributes | List of all members
itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix > Class Template Reference

#include <itkSymmetricEigenAnalysis.h>

+ Inheritance diagram for itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >:

Public Types

using EigenMatrixType = TEigenMatrix
 
using MatrixType = TMatrix
 
using VectorType = TVector
 

Public Member Functions

unsigned int ComputeEigenValues (const TMatrix &A, TVector &EigenValues) const
 
unsigned int ComputeEigenValuesAndVectors (const TMatrix &A, TVector &EigenValues, TEigenMatrix &EigenVectors) const
 
constexpr unsigned int GetDimension () const
 
constexpr unsigned int GetOrder () const
 
bool GetOrderEigenMagnitudes () const
 
bool GetOrderEigenValues () const
 
constexpr bool GetUseEigenLibrary () const
 
void SetOrderEigenMagnitudes (const bool b)
 
void SetOrderEigenValues (const bool b)
 
 SymmetricEigenAnalysisFixedDimension ()=default
 
 ~SymmetricEigenAnalysisFixedDimension ()=default
 

Private Member Functions

template<typename QMatrix >
auto ComputeEigenValuesAndVectorsWithEigenLibraryImpl (const QMatrix &A, TVector &EigenValues, TEigenMatrix &EigenVectors, bool) const -> decltype(GetPointerToMatrixData(A), static_cast< unsigned int >(1))
 
template<typename QMatrix >
auto ComputeEigenValuesAndVectorsWithEigenLibraryImpl (const QMatrix &A, TVector &EigenValues, TEigenMatrix &EigenVectors, long) const -> decltype(static_cast< unsigned int >(1))
 
template<typename QMatrix >
auto ComputeEigenValuesWithEigenLibraryImpl (const QMatrix &A, TVector &EigenValues, bool) const -> decltype(GetPointerToMatrixData(A), static_cast< unsigned int >(1))
 
template<typename QMatrix >
auto ComputeEigenValuesWithEigenLibraryImpl (const QMatrix &A, TVector &EigenValues, long) const -> decltype(static_cast< unsigned int >(1))
 
template<typename QMatrix = TMatrix>
auto GetMatrixValueType (bool) const -> typename QMatrix::element_type
 
template<typename QMatrix = TMatrix>
auto GetMatrixValueType (bool) const -> typename QMatrix::ValueType
 

Private Attributes

EigenValueOrderEnum m_OrderEigenValues { EigenValueOrderEnum::OrderByValue }
 

Detailed Description

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
class itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >

Definition at line 759 of file itkSymmetricEigenAnalysis.h.

Member Typedef Documentation

◆ EigenMatrixType

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
using itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::EigenMatrixType = TEigenMatrix

Definition at line 778 of file itkSymmetricEigenAnalysis.h.

◆ MatrixType

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
using itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::MatrixType = TMatrix

Definition at line 777 of file itkSymmetricEigenAnalysis.h.

◆ VectorType

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
using itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::VectorType = TVector

Definition at line 779 of file itkSymmetricEigenAnalysis.h.

Constructor & Destructor Documentation

◆ SymmetricEigenAnalysisFixedDimension()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::SymmetricEigenAnalysisFixedDimension ( )
default

◆ ~SymmetricEigenAnalysisFixedDimension()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::~SymmetricEigenAnalysisFixedDimension ( )
default

Member Function Documentation

◆ ComputeEigenValues()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
unsigned int itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::ComputeEigenValues ( const TMatrix &  A,
TVector &  EigenValues 
) const
inline

Compute Eigen values of A A is any type that overloads the [][] operator and contains the symmetric matrix. In practice only the upper triangle of the matrix will be accessed. (Both itk::Matrix and vnl_matrix overload [][] operator.)

'EigenValues' is any type that overloads the [] operator and will contain the eigen values.

No size checking is performed. A is expected to be a square matrix of size VDimension. 'EigenValues' is expected to be of length VDimension. The matrix is not checked to see if it is symmetric.

Definition at line 795 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::Functor::SymmetricEigenAnalysisFixedDimensionFunction< TMatrixDimension, TInputImage::PixelType, TOutputImage::PixelType >::operator()().

◆ ComputeEigenValuesAndVectors()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
unsigned int itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::ComputeEigenValuesAndVectors ( const TMatrix &  A,
TVector &  EigenValues,
TEigenMatrix &  EigenVectors 
) const
inline

Compute Eigen values and vectors of A A is any type that overloads the [][] operator and contains the symmetric matrix. In practice only the upper triangle of the matrix will be accessed. (Both itk::Matrix and vnl_matrix overload [][] operator.)

'EigenValues' is any type that overloads the [] operator and will contain the eigen values.

'EigenVectors' is any type that provides access to its elements with the [][] operator. It is expected be of size VDimension * VDimension.

No size checking is performed. A is expected to be a square matrix of size VDimension. 'EigenValues' is expected to be of length VDimension. The matrix is not checked to see if it is symmetric.

Each row of the matrix 'EigenVectors' represents an eigen vector. (unlike MATLAB where the columns of the [EigenVectors, EigenValues] = eig(A) contains the eigenvectors).

Definition at line 821 of file itkSymmetricEigenAnalysis.h.

◆ ComputeEigenValuesAndVectorsWithEigenLibraryImpl() [1/2]

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
template<typename QMatrix >
auto itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::ComputeEigenValuesAndVectorsWithEigenLibraryImpl ( const QMatrix &  A,
TVector &  EigenValues,
TEigenMatrix &  EigenVectors,
bool   
) const -> decltype(GetPointerToMatrixData(A), static_cast<unsigned int>(1))
inlineprivate

Definition at line 911 of file itkSymmetricEigenAnalysis.h.

◆ ComputeEigenValuesAndVectorsWithEigenLibraryImpl() [2/2]

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
template<typename QMatrix >
auto itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::ComputeEigenValuesAndVectorsWithEigenLibraryImpl ( const QMatrix &  A,
TVector &  EigenValues,
TEigenMatrix &  EigenVectors,
long   
) const -> decltype(static_cast<unsigned int>(1))
inlineprivate

Definition at line 969 of file itkSymmetricEigenAnalysis.h.

◆ ComputeEigenValuesWithEigenLibraryImpl() [1/2]

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
template<typename QMatrix >
auto itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::ComputeEigenValuesWithEigenLibraryImpl ( const QMatrix &  A,
TVector &  EigenValues,
bool   
) const -> decltype(GetPointerToMatrixData(A), static_cast<unsigned int>(1))
inlineprivate

Definition at line 1071 of file itkSymmetricEigenAnalysis.h.

◆ ComputeEigenValuesWithEigenLibraryImpl() [2/2]

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
template<typename QMatrix >
auto itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::ComputeEigenValuesWithEigenLibraryImpl ( const QMatrix &  A,
TVector &  EigenValues,
long   
) const -> decltype(static_cast<unsigned int>(1))
inlineprivate

Definition at line 1031 of file itkSymmetricEigenAnalysis.h.

◆ GetDimension()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
constexpr unsigned int itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::GetDimension ( ) const
inlineconstexpr

Definition at line 866 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::Functor::SymmetricEigenAnalysisFixedDimensionFunction< TMatrixDimension, TInputImage::PixelType, TOutputImage::PixelType >::GetDimension(), and itk::operator<<().

◆ GetMatrixValueType() [1/2]

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
template<typename QMatrix = TMatrix>
auto itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::GetMatrixValueType ( bool  ) const -> typename QMatrix::element_type
inlineprivate

Definition at line 889 of file itkSymmetricEigenAnalysis.h.

◆ GetMatrixValueType() [2/2]

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
template<typename QMatrix = TMatrix>
auto itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::GetMatrixValueType ( bool  ) const -> typename QMatrix::ValueType
inlineprivate

Definition at line 895 of file itkSymmetricEigenAnalysis.h.

◆ GetOrder()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
constexpr unsigned int itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::GetOrder ( ) const
inlineconstexpr

Definition at line 861 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::operator<<().

◆ GetOrderEigenMagnitudes()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
bool itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::GetOrderEigenMagnitudes ( ) const
inline

Definition at line 856 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::operator<<().

◆ GetOrderEigenValues()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
bool itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::GetOrderEigenValues ( ) const
inline

Definition at line 839 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::operator<<().

◆ GetUseEigenLibrary()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
constexpr bool itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::GetUseEigenLibrary ( ) const
inlineconstexpr

Definition at line 871 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::operator<<().

◆ SetOrderEigenMagnitudes()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
void itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::SetOrderEigenMagnitudes ( const bool  b)
inline

Definition at line 844 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::Functor::SymmetricEigenAnalysisFixedDimensionFunction< TMatrixDimension, TInputImage::PixelType, TOutputImage::PixelType >::OrderEigenValuesBy().

◆ SetOrderEigenValues()

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
void itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::SetOrderEigenValues ( const bool  b)
inline

Definition at line 827 of file itkSymmetricEigenAnalysis.h.

Referenced by itk::Functor::SymmetricEigenAnalysisFixedDimensionFunction< TMatrixDimension, TInputImage::PixelType, TOutputImage::PixelType >::OrderEigenValuesBy().

Member Data Documentation

◆ m_OrderEigenValues

template<unsigned int VDimension, typename TMatrix, typename TVector, typename TEigenMatrix = TMatrix>
EigenValueOrderEnum itk::SymmetricEigenAnalysisFixedDimension< VDimension, TMatrix, TVector, TEigenMatrix >::m_OrderEigenValues { EigenValueOrderEnum::OrderByValue }
private

Definition at line 877 of file itkSymmetricEigenAnalysis.h.

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