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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 itkPointSetToPointSetMetricv4_h
#define itkPointSetToPointSetMetricv4_h
#include "itkPointSetToPointSetMetricWithIndexv4.h"
namespace itk
{
/** \class PointSetToPointSetMetricv4
* \brief Computes similarity between two point sets.
*
* This class is templated over the type of the two point-sets. It
* expects a Transform to be plugged in for each of fixed and moving
* point sets. The transforms default to IdentityTransform types. This particular
* class is the base class for a hierarchy of point-set to point-set metrics.
*
* This class computes a value that measures the similarity between the fixed
* point-set and the moving point-set in the moving domain. The fixed point set
* is transformed into the virtual domain by computing the inverse of the
* fixed transform, then transformed into the moving domain using the
* moving transform.
*
* Since the \c PointSet class permits each \c Point to be associated with a
* \c PixelType, there are potential applications which could make use of
* this additional information. For example, the derived \c LabeledPointSetToPointSetMetric
* class uses the \c PixelType as a \c LabelEnum for estimating total metric values
* and gradients from the individual label-wise point subset metric and derivatives
*
* If a virtual domain is not defined by the user, one of two things happens:
* 1) If the moving transform is a global type, then the virtual domain is
* left undefined and every point is considered to be within the virtual domain.
* 2) If the moving transform is a local-support type, then the virtual domain
* is taken during initialization from the moving transform displacement field,
* and all fixed points are verified to be within the virtual domain after
* transformation by the inverse fixed transform. Points outside the virtual
* domain are not used. See GetNumberOfValidPoints() to verify how many fixed
* points were used during evaluation.
*
* See ObjectToObjectMetric documentation for more discussion on the virtual domain.
*
* \note When used with an RegistrationParameterScalesEstimator estimator, a VirtualDomainPointSet
* must be defined and assigned to the estimator, for use in shift estimation.
* The virtual domain point set can be retrieved from the metric using the
* GetVirtualTransformedPointSet() method.
*
* \ingroup ITKMetricsv4
*/
template <typename TFixedPointSet,
typename TMovingPointSet = TFixedPointSet,
class TInternalComputationValueType = double>
class ITK_TEMPLATE_EXPORT PointSetToPointSetMetricv4
: public PointSetToPointSetMetricWithIndexv4<TFixedPointSet, TMovingPointSet, TInternalComputationValueType>
{
public:
ITK_DISALLOW_COPY_AND_MOVE(PointSetToPointSetMetricv4);
/** Standard class type aliases. */
using Self = PointSetToPointSetMetricv4;
using Superclass =
PointSetToPointSetMetricWithIndexv4<TFixedPointSet, TMovingPointSet, TInternalComputationValueType>;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** \see LightObject::GetNameOfClass() */
itkOverrideGetNameOfClassMacro(PointSetToPointSetMetricv4);
/** Type of the measure. */
using typename Superclass::MeasureType;
/** Type of the parameters. */
using typename Superclass::ParametersType;
using typename Superclass::ParametersValueType;
using typename Superclass::NumberOfParametersType;
/** Type of the derivative. */
using typename Superclass::DerivativeType;
/** Transform types from Superclass*/
using typename Superclass::FixedTransformType;
using typename Superclass::FixedTransformPointer;
using typename Superclass::FixedInputPointType;
using typename Superclass::FixedOutputPointType;
using typename Superclass::FixedTransformParametersType;
using typename Superclass::MovingTransformType;
using typename Superclass::MovingTransformPointer;
using typename Superclass::MovingInputPointType;
using typename Superclass::MovingOutputPointType;
using typename Superclass::MovingTransformParametersType;
using typename Superclass::JacobianType;
using typename Superclass::FixedTransformJacobianType;
using typename Superclass::MovingTransformJacobianType;
using DisplacementFieldTransformType = typename Superclass::MovingDisplacementFieldTransformType;
/** Dimension type */
using typename Superclass::DimensionType;
/** Type of the fixed point set. */
using FixedPointSetType = TFixedPointSet;
using FixedPointType = typename TFixedPointSet::PointType;
using FixedPixelType = typename TFixedPointSet::PixelType;
using FixedPointsContainer = typename TFixedPointSet::PointsContainer;
static constexpr DimensionType FixedPointDimension = Superclass::FixedPointDimension;
/** Type of the moving point set. */
using MovingPointSetType = TMovingPointSet;
using MovingPointType = typename TMovingPointSet::PointType;
using MovingPixelType = typename TMovingPointSet::PixelType;
using MovingPointsContainer = typename TMovingPointSet::PointsContainer;
static constexpr DimensionType MovingPointDimension = Superclass::MovingPointDimension;
/**
* typedefs for the data types used in the point set metric calculations.
* It is assumed that the constants of the fixed point set, such as the
* point dimension, are the same for the "common space" in which the metric
* calculation occurs.
*/
static constexpr DimensionType PointDimension = Superclass::PointDimension;
using typename Superclass::PointType;
using typename Superclass::PixelType;
using CoordinateType = typename PointType::CoordRepType;
using CoordRepType = CoordinateType;
using PointsContainer = FixedPointsContainer;
using PointsConstIterator = typename PointsContainer::ConstIterator;
using typename Superclass::PointIdentifier;
/** Typedef for points locator class to speed up finding neighboring points */
using typename Superclass::PointsLocatorType;
using NeighborsIdentifierType = typename PointsLocatorType::NeighborsIdentifierType;
using typename Superclass::FixedTransformedPointSetType;
using typename Superclass::MovingTransformedPointSetType;
using typename Superclass::DerivativeValueType;
using typename Superclass::LocalDerivativeType;
/** Types for the virtual domain */
using VirtualImageType = typename Superclass::VirtualImageType;
using typename Superclass::VirtualImagePointer;
using typename Superclass::VirtualPixelType;
using typename Superclass::VirtualRegionType;
using typename Superclass::VirtualSizeType;
using typename Superclass::VirtualSpacingType;
using VirtualOriginType = typename Superclass::VirtualPointType;
using typename Superclass::VirtualPointType;
using typename Superclass::VirtualDirectionType;
using VirtualRadiusType = typename Superclass::VirtualSizeType;
using typename Superclass::VirtualIndexType;
using typename Superclass::VirtualPointSetType;
using typename Superclass::VirtualPointSetPointer;
/**
* Function to be defined in the appropriate derived classes. Calculates
* the local metric value for a single point. The \c PixelType may or
* may not be used. See class description for further explanation.
*/
virtual MeasureType
GetLocalNeighborhoodValue(const PointType &, const PixelType & pixel) const = 0;
/**
* Calculates the local derivative for a single point.
* The default implementation calls GetLocalNeighborhoodValueAndDerivative.
* The \c PixelType may or may not be used. See class
* description for further explanation.
* Default implementation calls GetLocalNeighborhoodValueAndDerivative.
*/
virtual LocalDerivativeType
GetLocalNeighborhoodDerivative(const PointType &, const PixelType & pixel) const;
/**
* Calculates the local value/derivative for a single point. The \c PixelType may or
* may not be used. See class description for further explanation.
*/
virtual void
GetLocalNeighborhoodValueAndDerivative(const PointType &,
MeasureType &,
LocalDerivativeType &,
const PixelType & pixel) const = 0;
protected:
PointSetToPointSetMetricv4() = default;
~PointSetToPointSetMetricv4() override = default;
private:
MeasureType
GetLocalNeighborhoodValueWithIndex(const PointIdentifier &,
const PointType & point,
const PixelType & pixel) const override
{
return this->GetLocalNeighborhoodValue(point, pixel);
};
LocalDerivativeType
GetLocalNeighborhoodDerivativeWithIndex(const PointIdentifier &,
const PointType & point,
const PixelType & pixel) const override
{
return this->GetLocalNeighborhoodDerivative(point, pixel);
};
void
GetLocalNeighborhoodValueAndDerivativeWithIndex(const PointIdentifier &,
const PointType & point,
MeasureType & measure,
LocalDerivativeType & derivative,
const PixelType & pixel) const override
{
this->GetLocalNeighborhoodValueAndDerivative(point, measure, derivative, pixel);
};
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
# include "itkPointSetToPointSetMetricv4.hxx"
#endif
#endif
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