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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 itkLevelSetBase_h
#define itkLevelSetBase_h
#include <utility>
#include "itkIntTypes.h"
#include "itkCovariantVector.h"
#include "itkMatrix.h"
#include "itkNumericTraits.h"
#include "itkDataObject.h"
namespace itk
{
/**
* \class LevelSetBase
* \brief Abstract base class for the representation of a level-set function
*
* \tparam TInput Input type where the level set function will be evaluated
* \tparam VDimension Dimension of the input space
* \tparam TOutput Returned type when evaluating the level set function
* \tparam TDomain Support of the level-set function (e.g. Image or QuadEdgeMesh)
* \ingroup ITKLevelSetsv4
*/
template <typename TInput, unsigned int VDimension, typename TOutput, typename TDomain>
class ITK_TEMPLATE_EXPORT LevelSetBase : public DataObject
{
public:
ITK_DISALLOW_COPY_AND_MOVE(LevelSetBase);
using Self = LevelSetBase;
using Superclass = DataObject;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** \see LightObject::GetNameOfClass() */
itkOverrideGetNameOfClassMacro(LevelSetBase);
static constexpr unsigned int Dimension = VDimension;
using InputType = TInput;
using OutputType = TOutput;
using DomainType = TDomain;
using OutputRealType = typename NumericTraits<OutputType>::RealType;
using GradientType = CovariantVector<OutputRealType, VDimension>;
using HessianType = Matrix<OutputRealType, VDimension, VDimension>;
/** Type used to define Regions */
using RegionType = IdentifierType;
/** Returns the value of the level set function at a given location iP */
virtual OutputType
Evaluate(const InputType & iP) const = 0;
/** Returns the gradient of the level set function at a given location iP */
virtual GradientType
EvaluateGradient(const InputType & iP) const = 0;
/** Returns the hessian of the level set function at a given location iP */
virtual HessianType
EvaluateHessian(const InputType & iP) const = 0;
virtual OutputRealType
EvaluateLaplacian(const InputType & iP) const = 0;
virtual OutputRealType
EvaluateGradientNorm(const InputType & iP) const;
virtual OutputRealType
EvaluateMeanCurvature(const InputType & iP) const = 0;
/**
* \class DataType
* \brief Internal class used for one computed characteristic
*
* It holds the name of the characteristics, its value, and a boolean
* to keep track if it has already been computed or not.
* \ingroup ITKLevelSetsv4
*/
template <typename T>
class ITK_TEMPLATE_EXPORT DataType
{
public:
DataType() = delete;
DataType(std::string iName)
: m_Name(std::move(iName))
, m_Computed(false)
{}
DataType(const DataType & iData)
: m_Name(iData.m_Name)
, m_Value(iData.m_Value)
, m_Computed(iData.m_Computed)
{}
~DataType() = default;
std::string m_Name;
T m_Value;
bool m_Computed;
void
operator=(const DataType & iData)
{
this->m_Name = iData.m_Name;
this->m_Value = iData.m_Value;
this->m_Computed = iData.m_Computed;
}
};
/** \struct LevelSetDataType
* \brief Convenient data structure to cache computed characteristics
* \ingroup ITKLevelSetsv4
*/
struct LevelSetDataType
{
LevelSetDataType()
: Value("Value")
, Gradient("Gradient")
, Hessian("Hessian")
, Laplacian("Laplacian")
, GradientNorm("GradientNorm")
, MeanCurvature("MeanCurvature")
, ForwardGradient("ForwardGradient")
, BackwardGradient("BackwardGradient")
{
Value.m_Value = OutputType{};
Gradient.m_Value.Fill(OutputRealType{});
Hessian.m_Value.Fill(OutputRealType{});
Laplacian.m_Value = OutputRealType{};
GradientNorm.m_Value = OutputRealType{};
MeanCurvature.m_Value = OutputRealType{};
ForwardGradient.m_Value.Fill(OutputRealType{});
BackwardGradient.m_Value.Fill(OutputRealType{});
}
LevelSetDataType(const LevelSetDataType & iData)
: Value(iData.Value)
, Gradient(iData.Gradient)
, Hessian(iData.Hessian)
, Laplacian(iData.Laplacian)
, GradientNorm(iData.GradientNorm)
, MeanCurvature(iData.MeanCurvature)
, ForwardGradient(iData.ForwardGradient)
, BackwardGradient(iData.BackwardGradient)
{}
~LevelSetDataType() = default;
void
operator=(const LevelSetDataType & iData)
{
Value = iData.Value;
Gradient = iData.Gradient;
Hessian = iData.Hessian;
Laplacian = iData.Laplacian;
GradientNorm = iData.GradientNorm;
MeanCurvature = iData.MeanCurvature;
ForwardGradient = iData.ForwardGradient;
BackwardGradient = iData.BackwardGradient;
}
/** the boolean value stores if it has already been computed */
DataType<OutputType> Value;
DataType<GradientType> Gradient;
DataType<HessianType> Hessian;
DataType<OutputRealType> Laplacian;
DataType<OutputRealType> GradientNorm;
DataType<OutputRealType> MeanCurvature;
DataType<GradientType> ForwardGradient;
DataType<GradientType> BackwardGradient;
};
virtual void
Evaluate(const InputType & iP, LevelSetDataType & ioData) const = 0;
virtual void
EvaluateGradient(const InputType & iP, LevelSetDataType & ioData) const = 0;
virtual void
EvaluateHessian(const InputType & iP, LevelSetDataType & ioData) const = 0;
virtual void
EvaluateLaplacian(const InputType & iP, LevelSetDataType & ioData) const = 0;
virtual void
EvaluateGradientNorm(const InputType & iP, LevelSetDataType & ioData) const;
virtual void
EvaluateMeanCurvature(const InputType & iP, LevelSetDataType & ioData) const;
virtual void
EvaluateForwardGradient(const InputType & iP, LevelSetDataType & ioData) const = 0;
virtual void
EvaluateBackwardGradient(const InputType & iP, LevelSetDataType & ioData) const = 0;
/** Returns true if iP is inside the level set, i.e. \f$\phi(p) \le 0 \f$ */
virtual bool
IsInside(const InputType & iP) const;
/** Get the maximum number of regions that this data can be
* separated into. */
itkGetConstMacro(MaximumNumberOfRegions, RegionType);
/** Initialize the level set function */
void
Initialize() override;
/** Methods to manage streaming. */
void
UpdateOutputInformation() override;
void
SetRequestedRegionToLargestPossibleRegion() override;
void
CopyInformation(const DataObject * data) override;
void
Graft(const DataObject * data) override;
bool
RequestedRegionIsOutsideOfTheBufferedRegion() override;
bool
VerifyRequestedRegion() override;
/** Set the requested region from this data object to match the requested
* region of the data object passed in as a parameter. This method
* implements the API from DataObject. The data object parameter must be
* castable to a PointSet. */
void
SetRequestedRegion(const DataObject * data) override;
/** Set/Get the Requested region */
virtual void
SetRequestedRegion(const RegionType & region);
itkGetConstMacro(RequestedRegion, RegionType);
/** Set/Get the Buffered region */
virtual void
SetBufferedRegion(const RegionType & region);
itkGetConstMacro(BufferedRegion, RegionType);
protected:
LevelSetBase();
~LevelSetBase() override = default;
// If the RegionType is ITK_UNSTRUCTURED_REGION, then the following
// variables represent the maximum number of region that the data
// object can be broken into, which region out of how many is
// currently in the buffered region, and the number of regions and
// the specific region requested for the update. Data objects that
// do not support any division of the data can simply leave the
// MaximumNumberOfRegions as 1. The RequestedNumberOfRegions and
// RequestedRegion are used to define the currently requested
// region. The LargestPossibleRegion is always requested region = 0
// and number of regions = 1;
RegionType m_MaximumNumberOfRegions{ 0 };
RegionType m_NumberOfRegions{ 0 };
RegionType m_RequestedNumberOfRegions{ 0 };
RegionType m_BufferedRegion{ 0 };
RegionType m_RequestedRegion{ 0 };
};
} // namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
# include "itkLevelSetBase.hxx"
#endif
#endif // itkLevelSetBase_h
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