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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 itkObjectToObjectMetricBase_h
#define itkObjectToObjectMetricBase_h
#include "itkTransformBase.h"
#include "itkSingleValuedCostFunctionv4.h"
#include "ITKOptimizersv4Export.h"
namespace itk
{
/** \class ObjectToObjectMetricBaseTemplateEnums
*\brief This class contains all the enum classes used by the ObjectToObjectMetricBaseTemplate class.
* \ingroup ITKOptimizersv4
*/
class ObjectToObjectMetricBaseTemplateEnums
{
public:
/**
* \class GradientSource
* \ingroup ITKOptimizersv4
* Source of the gradient(s) used by the metric
* (e.g. image gradients, in the case of
* image to image metrics). Defaults to Moving. */
enum class GradientSource : uint8_t
{
GRADIENT_SOURCE_FIXED = 0,
GRADIENT_SOURCE_MOVING,
GRADIENT_SOURCE_BOTH
};
/**
* \class MetricCategory
* \ingroup ITKOptimizersv4
*/
enum class MetricCategory : uint8_t
{
UNKNOWN_METRIC = 0,
OBJECT_METRIC = 1,
IMAGE_METRIC = 2,
POINT_SET_METRIC = 3,
MULTI_METRIC = 4
};
};
// Define how to print enumeration
extern ITKOptimizersv4_EXPORT std::ostream &
operator<<(std::ostream & out, const ObjectToObjectMetricBaseTemplateEnums::GradientSource value);
extern ITKOptimizersv4_EXPORT std::ostream &
operator<<(std::ostream & out, const ObjectToObjectMetricBaseTemplateEnums::MetricCategory value);
/**
* \class ObjectToObjectMetricBaseTemplate
* \brief Base class for all object-to-object similarity metrics added in ITKv4.
*
* This is the abstract base class for a hierarchy of similarity metrics
* that may, in derived classes, operate on meshes, images, etc.
* This class computes a value that measures the similarity between the two
* objects.
*
* Derived classes must provide implementations for:
* GetValue
* GetDerivative
* GetValueAndDerivative
* Initialize
* GetNumberOfParameters
* GetNumberOfLocalParameters
* GetParameters
* SetParameters
* HasLocalSupport
* UpdateTransformParameters
*
* \ingroup ITKOptimizersv4
*/
template <typename TInternalComputationValueType = double>
class ITK_TEMPLATE_EXPORT ObjectToObjectMetricBaseTemplate
: public SingleValuedCostFunctionv4Template<TInternalComputationValueType>
{
public:
ITK_DISALLOW_COPY_AND_MOVE(ObjectToObjectMetricBaseTemplate);
/** Standard class type aliases. */
using Self = ObjectToObjectMetricBaseTemplate;
using Superclass = SingleValuedCostFunctionv4Template<TInternalComputationValueType>;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** \see LightObject::GetNameOfClass() */
itkOverrideGetNameOfClassMacro(ObjectToObjectMetricBaseTemplate);
/** Type used for representing object components */
using CoordinateRepresentationType = TInternalComputationValueType;
/** Type of the measure. */
using typename Superclass::MeasureType;
/** Type of the derivative. */
using typename Superclass::DerivativeType;
using DerivativeValueType = typename DerivativeType::ValueType;
/** Type of the parameters. */
using typename Superclass::ParametersType;
using ParametersValueType = TInternalComputationValueType;
/** Type of object. */
using ObjectType = Object;
using ObjectConstPointer = typename ObjectType::ConstPointer;
/** Get/Set the Fixed Object. */
itkSetConstObjectMacro(FixedObject, ObjectType);
itkGetConstObjectMacro(FixedObject, ObjectType);
/** Get/Set the Moving Object. */
itkSetConstObjectMacro(MovingObject, ObjectType);
itkGetConstObjectMacro(MovingObject, ObjectType);
using GradientSourceEnum = itk::ObjectToObjectMetricBaseTemplateEnums::GradientSource;
#if !defined(ITK_LEGACY_REMOVE)
/** Enables backwards compatibility for enum values */
// We need to expose the enum values at the class level
// for backwards compatibility
static constexpr GradientSourceEnum GRADIENT_SOURCE_FIXED = GradientSourceEnum::GRADIENT_SOURCE_FIXED;
static constexpr GradientSourceEnum GRADIENT_SOURCE_MOVING = GradientSourceEnum::GRADIENT_SOURCE_MOVING;
static constexpr GradientSourceEnum GRADIENT_SOURCE_BOTH = GradientSourceEnum::GRADIENT_SOURCE_BOTH;
#endif
/**
* Set source of gradient. This variable allows the user to switch
* between calculating the gradient with respect to the fixed
* object or moving object.
* \sa GradientSourceEnum
*/
itkSetMacro(GradientSource, GradientSourceEnum);
/**
* Get gradient source.
* See \c GetGradientSourceIncludesFixed and \c GetGradientSourceIncludesMoving
* for convenience methods. */
itkGetConstMacro(GradientSource, GradientSourceEnum);
/** Return true of \c m_GradientSource is either \c GRADIENT_SOURCE_FIXED or
* \c GRADIENT_SOURCE_BOTH. Convenience method. */
bool
GetGradientSourceIncludesFixed() const;
/** Return true of \c m_GradientSource is either \c GRADIENT_SOURCE_MOVING or
* \c GRADIENT_SOURCE_BOTH. Convenience method. */
bool
GetGradientSourceIncludesMoving() const;
/** Initialize the Metric by making sure that all the components
* are present and plugged together correctly, and initializing
* internal variables as required. This is for one-time initialization,
* e.g. before starting an optimization process. */
virtual void
Initialize() = 0;
/** Type to represent the number of parameters that are being optimized at
* any given iteration of the optimizer. */
using NumberOfParametersType = unsigned int;
/** Calculate and return the value for the metric based on the current
* transformation(s). The result is both returned, and stored in the
* m_Value member variable. */
MeasureType
GetValue() const override = 0;
/**
* This method returns the derivative based on the current
* transformation(s). */
virtual void
GetDerivative(DerivativeType &) const = 0;
/** This method returns the derivative and value based on the current
* transformation(s). */
void
GetValueAndDerivative(MeasureType & value, DerivativeType & derivative) const override = 0;
/** Methods for working with the metric's 'active' transform, e.g. the
* transform being optimized in the case of registration. Some of these are
* used in non-metric classes, e.g. optimizers. */
NumberOfParametersType
GetNumberOfParameters() const override = 0;
virtual NumberOfParametersType
GetNumberOfLocalParameters() const = 0;
/** Set the active transform's parameters by value*/
virtual void
SetParameters(ParametersType & params) = 0;
/** Get a const reference to the active transform's parameters */
virtual const ParametersType &
GetParameters() const = 0;
/** Return whether the metric's active transform has local support,
* e.g. whether it is dense/high-dimensional. */
virtual bool
HasLocalSupport() const = 0;
/** Update the parameters of the metric's active transform.
* Typically this call is passed through directly to the transform.
* \c factor is a scalar multiplier for each value in update, and
* defaults to 1.0 .
* \c derivative must be the proper size, as retrieved
* from GetNumberOfParameters. */
virtual void
UpdateTransformParameters(const DerivativeType & derivative,
ParametersValueType factor = NumericTraits<ParametersValueType>::OneValue()) = 0;
/** Get the current metric value stored in m_Value. This is only
* meaningful after a call to GetValue() or GetValueAndDerivative().
* Note that this would normally be called GetValue, but that name is
* used for historical reasons by GetValue() to compute the current
* metric value and store it in m_Value. */
MeasureType
GetCurrentValue() const;
using MetricCategoryEnum = itk::ObjectToObjectMetricBaseTemplateEnums::MetricCategory;
#if !defined(ITK_LEGACY_REMOVE)
/**Exposes enums values for backwards compatibility*/
static constexpr MetricCategoryEnum UNKNOWN_METRIC = MetricCategoryEnum::UNKNOWN_METRIC;
static constexpr MetricCategoryEnum OBJECT_METRIC = MetricCategoryEnum::OBJECT_METRIC;
static constexpr MetricCategoryEnum IMAGE_METRIC = MetricCategoryEnum::IMAGE_METRIC;
static constexpr MetricCategoryEnum POINT_SET_METRIC = MetricCategoryEnum::POINT_SET_METRIC;
static constexpr MetricCategoryEnum MULTI_METRIC = MetricCategoryEnum::MULTI_METRIC;
#endif
/** Get metric category */
virtual MetricCategoryEnum
GetMetricCategory() const
{
return MetricCategoryEnum::UNKNOWN_METRIC;
}
protected:
ObjectToObjectMetricBaseTemplate();
~ObjectToObjectMetricBaseTemplate() override = default;
void
PrintSelf(std::ostream & os, Indent indent) const override;
/** Fixed and Moving Objects */
ObjectConstPointer m_FixedObject{};
ObjectConstPointer m_MovingObject{};
GradientSourceEnum m_GradientSource{};
/** Metric value, stored after evaluating */
mutable MeasureType m_Value{};
};
/** This helps to meet backward compatibility */
using ObjectToObjectMetricBase = ObjectToObjectMetricBaseTemplate<double>;
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
# include "itkObjectToObjectMetricBase.hxx"
#endif
#endif
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