itkKernelTransform2.h

Go to the documentation of this file.

/*=========================================================================
 *
 *  Copyright UMC Utrecht and contributors
 *
 *  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
 *
 *        http://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.
 *
 *=========================================================================*/
/*=========================================================================
 
Program:   Insight Segmentation & Registration Toolkit
Module:    $RCSfile: itkKernelTransform2.h,v $
Language:  C++
Date:      $Date: 2006-11-28 14:22:18 $
Version:   $Revision: 1.1 $
 
Copyright (c) Insight Software Consortium. All rights reserved.
See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
 
This software is distributed WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE.  See the above copyright notices for more information.
 
=========================================================================*/
#ifndef itkKernelTransform2_h
#define itkKernelTransform2_h
 
#include "itkAdvancedTransform.h"
#include "itkPoint.h"
#include "itkVector.h"
#include "itkMatrix.h"
#include "itkPointSet.h"
#include <deque>
#include <math.h>
#include <vnl/vnl_matrix_fixed.h>
#include <vnl/vnl_matrix.h>
#include <vnl/vnl_vector.h>
#include <vnl/vnl_vector_fixed.h>
#include <vnl/vnl_sample.h>
#include <vnl/algo/vnl_svd.h>
#include <vnl/algo/vnl_qr.h>
 
namespace itk
{
 
template <class TScalarType, // probably only float and double make sense here
          unsigned int NDimensions>
// Number of dimensions
class ITK_TEMPLATE_EXPORT KernelTransform2 : public AdvancedTransform<TScalarType, NDimensions, NDimensions>
{
public:
  ITK_DISALLOW_COPY_AND_MOVE(KernelTransform2);
 
  using Self = KernelTransform2;
  using Superclass = AdvancedTransform<TScalarType, NDimensions, NDimensions>;
  using Pointer = SmartPointer<Self>;
  using ConstPointer = SmartPointer<const Self>;
 
  itkTypeMacro(KernelTransform2, AdvancedTransform);
 
  itkNewMacro(Self);
 
  itkStaticConstMacro(SpaceDimension, unsigned int, NDimensions);
 
  using typename Superclass::ScalarType;
  using typename Superclass::ParametersType;
  using typename Superclass::NumberOfParametersType;
  using typename Superclass::JacobianType;
  using typename Superclass::InputPointType;
  using typename Superclass::OutputPointType;
  using typename Superclass::InputVectorType;
  using typename Superclass::OutputVectorType;
  using typename Superclass::InputCovariantVectorType;
  using typename Superclass::OutputCovariantVectorType;
  using typename Superclass::InputVnlVectorType;
  using typename Superclass::OutputVnlVectorType;
 
  using typename Superclass::NonZeroJacobianIndicesType;
  using typename Superclass::SpatialJacobianType;
  using typename Superclass::JacobianOfSpatialJacobianType;
  using typename Superclass::SpatialHessianType;
  using typename Superclass::JacobianOfSpatialHessianType;
  using typename Superclass::InternalMatrixType;
 
  using PointSetTraitsType = DefaultStaticMeshTraits<TScalarType, NDimensions, NDimensions, TScalarType, TScalarType>;
  using PointSetType = PointSet<InputPointType, NDimensions, PointSetTraitsType>;
  using PointSetPointer = typename PointSetType::Pointer;
  using PointsContainer = typename PointSetType::PointsContainer;
  using PointsIterator = typename PointSetType::PointsContainerIterator;
  using PointsConstIterator = typename PointSetType::PointsContainerConstIterator;
 
  using VectorSetType = VectorContainer<unsigned long, InputVectorType>;
  using VectorSetPointer = typename VectorSetType::Pointer;
 
  using IMatrixType = vnl_matrix_fixed<TScalarType, NDimensions, NDimensions>;
 
  NumberOfParametersType
  GetNumberOfParameters() const override
  {
    return (this->m_SourceLandmarks->GetNumberOfPoints() * SpaceDimension);
  }
 
 
  itkGetModifiableObjectMacro(SourceLandmarks, PointSetType);
 
  virtual void
  SetSourceLandmarks(PointSetType *);
 
  itkGetModifiableObjectMacro(TargetLandmarks, PointSetType);
 
  virtual void
  SetTargetLandmarks(PointSetType *);
 
  itkGetModifiableObjectMacro(Displacements, VectorSetType);
 
  void
  ComputeWMatrix();
 
  void
  ComputeLInverse();
 
  OutputPointType
  TransformPoint(const InputPointType & thisPoint) const override;
 
  OutputVectorType
  TransformVector(const InputVectorType &) const override
  {
    itkExceptionMacro(<< "TransformVector(const InputVectorType &) is not implemented for KernelTransform");
  }
 
 
  OutputVnlVectorType
  TransformVector(const InputVnlVectorType &) const override
  {
    itkExceptionMacro(<< "TransformVector(const InputVnlVectorType &) is not implemented for KernelTransform");
  }
 
 
  OutputCovariantVectorType
  TransformCovariantVector(const InputCovariantVectorType &) const override
  {
    itkExceptionMacro(
      << "TransformCovariantVector(const InputCovariantVectorType &) is not implemented for KernelTransform");
  }
 
 
  void
  GetJacobian(const InputPointType &, JacobianType &, NonZeroJacobianIndicesType &) const override;
 
  virtual void
  SetIdentity();
 
  void
  SetParameters(const ParametersType &) override;
 
  void
  SetFixedParameters(const ParametersType &) override;
 
  virtual void
  UpdateParameters();
 
  const ParametersType &
  GetParameters() const override;
 
  const ParametersType &
  GetFixedParameters() const override;
 
  virtual void
  SetStiffness(double stiffness)
  {
    this->m_Stiffness = stiffness > 0 ? stiffness : 0.0;
    this->m_LMatrixComputed = false;
    this->m_LInverseComputed = false;
    this->m_WMatrixComputed = false;
  }
 
 
  itkGetConstMacro(Stiffness, double);
 
  virtual void
  SetAlpha(TScalarType itkNotUsed(Alpha))
  {}
 
  itkSetMacro(PoissonRatio, TScalarType);
  virtual const TScalarType
  GetPoissonRatio() const
  {
    return this->m_PoissonRatio;
  }
 
 
  itkSetMacro(MatrixInversionMethod, std::string);
  itkGetConstReferenceMacro(MatrixInversionMethod, std::string);
 
  void
  GetSpatialJacobian(const InputPointType & inputPoint, SpatialJacobianType & sj) const override
  {
    itkExceptionMacro(<< "Not implemented for KernelTransform2");
  }
 
 
  void
  GetSpatialHessian(const InputPointType & inputPoint, SpatialHessianType & sh) const override
  {
    itkExceptionMacro(<< "Not implemented for KernelTransform2");
  }
 
 
  void
  GetJacobianOfSpatialJacobian(const InputPointType &          inputPoint,
                               JacobianOfSpatialJacobianType & jsj,
                               NonZeroJacobianIndicesType &    nonZeroJacobianIndices) const override
  {
    itkExceptionMacro(<< "Not implemented for KernelTransform2");
  }
 
 
  void
  GetJacobianOfSpatialJacobian(const InputPointType &          inputPoint,
                               SpatialJacobianType &           sj,
                               JacobianOfSpatialJacobianType & jsj,
                               NonZeroJacobianIndicesType &    nonZeroJacobianIndices) const override
  {
    itkExceptionMacro(<< "Not implemented for KernelTransform2");
  }
 
 
  void
  GetJacobianOfSpatialHessian(const InputPointType &         inputPoint,
                              JacobianOfSpatialHessianType & jsh,
                              NonZeroJacobianIndicesType &   nonZeroJacobianIndices) const override
  {
    itkExceptionMacro(<< "Not implemented for KernelTransform2");
  }
 
 
  void
  GetJacobianOfSpatialHessian(const InputPointType &         inputPoint,
                              SpatialHessianType &           sh,
                              JacobianOfSpatialHessianType & jsh,
                              NonZeroJacobianIndicesType &   nonZeroJacobianIndices) const override
  {
    itkExceptionMacro(<< "Not implemented for KernelTransform2");
  }
 
 
protected:
  KernelTransform2();
  ~KernelTransform2() override;
  void
  PrintSelf(std::ostream & os, Indent indent) const override;
 
public:
  using GMatrixType = vnl_matrix_fixed<TScalarType, NDimensions, NDimensions>;
 
  using LMatrixType = vnl_matrix<TScalarType>;
 
  using KMatrixType = vnl_matrix<TScalarType>;
 
  using PMatrixType = vnl_matrix<TScalarType>;
 
  using YMatrixType = vnl_matrix<TScalarType>;
 
  using WMatrixType = vnl_matrix<TScalarType>;
 
  using DMatrixType = vnl_matrix<TScalarType>;
 
  using AMatrixType = vnl_matrix_fixed<TScalarType, NDimensions, NDimensions>;
 
  using BMatrixType = vnl_vector_fixed<TScalarType, NDimensions>;
 
  using RowMatrixType = vnl_matrix_fixed<TScalarType, 1, NDimensions>;
 
  using ColumnMatrixType = vnl_matrix_fixed<TScalarType, NDimensions, 1>;
 
  PointSetPointer m_SourceLandmarks;
 
  PointSetPointer m_TargetLandmarks;
 
protected:
  virtual void
  ComputeG(const InputVectorType & landmarkVector, GMatrixType & GMatrix) const;
 
  virtual void
  ComputeReflexiveG(PointsIterator, GMatrixType & GMatrix) const;
 
  virtual void
  ComputeDeformationContribution(const InputPointType & inputPoint, OutputPointType & result) const;
 
  void
  ComputeK();
 
  void
  ComputeL();
 
  void
  ComputeP();
 
  void
  ComputeY();
 
  void
  ComputeD();
 
  void
  ReorganizeW();
 
  double m_Stiffness;
 
  VectorSetPointer m_Displacements;
 
  LMatrixType m_LMatrix;
 
  LMatrixType m_LMatrixInverse;
 
  KMatrixType m_KMatrix;
 
  PMatrixType m_PMatrix;
 
  YMatrixType m_YMatrix;
 
  WMatrixType m_WMatrix;
 
  DMatrixType m_DMatrix;
 
  AMatrixType m_AMatrix;
 
  BMatrixType m_BVector;
 
  // GMatrixType m_GMatrix;
 
  bool m_WMatrixComputed;
  bool m_LMatrixComputed;
  bool m_LInverseComputed;
  bool m_LMatrixDecompositionComputed;
 
  using SVDDecompositionType = vnl_svd<ScalarType>;
  using QRDecompositionType = vnl_qr<ScalarType>;
 
  SVDDecompositionType * m_LMatrixDecompositionSVD;
  QRDecompositionType *  m_LMatrixDecompositionQR;
 
  IMatrixType m_I;
 
  NonZeroJacobianIndicesType m_NonZeroJacobianIndices;
 
  bool m_FastComputationPossible;
 
private:
  TScalarType m_PoissonRatio;
 
  std::string m_MatrixInversionMethod;
};
 
} // end namespace itk
 
#ifndef ITK_MANUAL_INSTANTIATION
#  include "itkKernelTransform2.hxx"
#endif
 
#endif // itkKernelTransform2_h