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/*=========================================================================
*
* 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.
*
*=========================================================================*/
/** This class is a slight modification of the original ITK class:
* MultiResolutionImageRegistrationMethod.
* The original copyright message is pasted here, which includes also
* the version information: */
/*=========================================================================
Program: Insight Segmentation & Registration Toolkit
Module: $RCSfile$
Date: $Date: 2008-06-27 17:50:36 +0200 (Fri, 27 Jun 2008) $
Version: $Revision: 1728 $
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 itkMultiResolutionImageRegistrationMethod2_h
#define itkMultiResolutionImageRegistrationMethod2_h
#include "itkProcessObject.h"
#include "itkAdvancedImageToImageMetric.h"
#include "itkSingleValuedNonLinearOptimizer.h"
#include "itkMultiResolutionPyramidImageFilter.h"
#include "itkNumericTraits.h"
#include "itkDataObjectDecorator.h"
namespace itk
{
/** \class MultiResolutionImageRegistrationMethod2
* \brief Base class for multi-resolution image registration methods
*
* This class is a slight modification of the original ITK class:
* MultiResolutionImageRegistrationMethod. Compared to that one, some
* variables are made protected, instead of private. Also, this class
* makes less assumptions about the image pyramids.
*
* ---------------------------
*
* Original ITK documentation:
*
* This class provides a generic interface for multi-resolution
* registration using components of the registration framework.
* See documentation for ImageRegistrationMethod for a description
* of the registration framework components.
*
* The registration process is initiated by method StartRegistration().
* The user must set the parameters of each component before calling
* this method.
*
* The number of resolution level to process can be set via
* SetNumberOfLevels(). At each resolution level, the user specified
* registration components are used to register downsampled version of the
* images by computing the transform parameters that will map one image onto
* the other image.
*
* The downsampled images are provided by user specified
* MultiResolutionPyramidImageFilters. User must specify the schedule
* for each pyramid externally prior to calling StartRegistration().
*
* \warning If there is discrepancy between the number of level requested
* and a pyramid schedule. The pyramid schedule will be overridden
* with a default one.
*
* Before each resolution level an IterationEvent is invoked providing an
* opportunity for a user interface to change any of the components,
* change component parameters, or stop the registration.
*
* This class is templated over the fixed image type and the moving image
* type.
*
* \sa ImageRegistrationMethod
* \ingroup RegistrationFilters
*/
template <typename TFixedImage, typename TMovingImage>
class ITK_TEMPLATE_EXPORT MultiResolutionImageRegistrationMethod2 : public ProcessObject
{
public:
ITK_DISALLOW_COPY_AND_MOVE(MultiResolutionImageRegistrationMethod2);
/** Standard class typedefs. */
using Self = MultiResolutionImageRegistrationMethod2;
using Superclass = ProcessObject;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** Method for creation through the object factory. */
itkNewMacro(Self);
/** Run-time type information (and related methods). */
itkTypeMacro(MultiResolutionImageRegistrationMethod2, ProcessObject);
/** Type of the Fixed image. */
using FixedImageType = TFixedImage;
using FixedImageConstPointer = typename FixedImageType::ConstPointer;
using FixedImageRegionType = typename FixedImageType::RegionType;
using FixedImageRegionPyramidType = std::vector<FixedImageRegionType>;
/** Type of the Moving image. */
using MovingImageType = TMovingImage;
using MovingImageConstPointer = typename MovingImageType::ConstPointer;
/** Type of the metric. */
using MetricType = AdvancedImageToImageMetric<FixedImageType, MovingImageType>;
using MetricPointer = typename MetricType::Pointer;
/** Type of the Transform . */
using TransformType = typename MetricType::AdvancedTransformType;
using TransformPointer = typename TransformType::Pointer;
/** Type for the output: Using Decorator pattern for enabling
* the Transform to be passed in the data pipeline.
*/
using TransformOutputType = DataObjectDecorator<TransformType>;
using TransformOutputPointer = typename TransformOutputType::Pointer;
using TransformOutputConstPointer = typename TransformOutputType::ConstPointer;
/** Type of the Interpolator. */
using InterpolatorType = typename MetricType::InterpolatorType;
using InterpolatorPointer = typename InterpolatorType::Pointer;
/** Type of the optimizer. */
using OptimizerType = SingleValuedNonLinearOptimizer;
/** Type of the Fixed image multiresolution pyramid. */
using FixedImagePyramidType = MultiResolutionPyramidImageFilter<FixedImageType, FixedImageType>;
using FixedImagePyramidPointer = typename FixedImagePyramidType::Pointer;
/** Type of the moving image multiresolution pyramid. */
using MovingImagePyramidType = MultiResolutionPyramidImageFilter<MovingImageType, MovingImageType>;
using MovingImagePyramidPointer = typename MovingImagePyramidType::Pointer;
/** Type of the Transformation parameters This is the same type used to
* represent the search space of the optimization algorithm.
*/
using ParametersType = typename MetricType::TransformParametersType;
/** Smart Pointer type to a DataObject. */
using DataObjectPointer = typename DataObject::Pointer;
/** Method that initiates the registration. */
virtual void
StartRegistration();
/** Method to stop the registration. */
virtual void
StopRegistration();
/** Set/Get the Fixed image. */
itkSetConstObjectMacro(FixedImage, FixedImageType);
itkGetConstObjectMacro(FixedImage, FixedImageType);
/** Set/Get the Moving image. */
itkSetConstObjectMacro(MovingImage, MovingImageType);
itkGetConstObjectMacro(MovingImage, MovingImageType);
/** Set/Get the Optimizer. */
itkSetObjectMacro(Optimizer, OptimizerType);
itkGetModifiableObjectMacro(Optimizer, OptimizerType);
/** Set/Get the Metric. */
itkSetObjectMacro(Metric, MetricType);
itkGetModifiableObjectMacro(Metric, MetricType);
/** Set/Get the Metric. */
itkSetMacro(FixedImageRegion, FixedImageRegionType);
itkGetConstReferenceMacro(FixedImageRegion, FixedImageRegionType);
/** Set/Get the Transform. */
itkSetObjectMacro(Transform, TransformType);
itkGetModifiableObjectMacro(Transform, TransformType);
/** Set/Get the Interpolator. */
itkSetObjectMacro(Interpolator, InterpolatorType);
itkGetModifiableObjectMacro(Interpolator, InterpolatorType);
/** Set/Get the Fixed image pyramid. */
itkSetObjectMacro(FixedImagePyramid, FixedImagePyramidType);
itkGetModifiableObjectMacro(FixedImagePyramid, FixedImagePyramidType);
/** Set/Get the Moving image pyramid. */
itkSetObjectMacro(MovingImagePyramid, MovingImagePyramidType);
itkGetModifiableObjectMacro(MovingImagePyramid, MovingImagePyramidType);
/** Set/Get the number of multi-resolution levels. */
itkSetClampMacro(NumberOfLevels, unsigned long, 1, NumericTraits<unsigned long>::max());
itkGetConstMacro(NumberOfLevels, unsigned long);
/** Get the current resolution level being processed. */
itkGetConstMacro(CurrentLevel, unsigned long);
/** Set/Get the initial transformation parameters. */
itkSetMacro(InitialTransformParameters, ParametersType);
itkGetConstReferenceMacro(InitialTransformParameters, ParametersType);
/** Set/Get the initial transformation parameters of the next resolution
* level to be processed. The default is the last set of parameters of
* the last resolution level.
*/
itkSetMacro(InitialTransformParametersOfNextLevel, ParametersType);
itkGetConstReferenceMacro(InitialTransformParametersOfNextLevel, ParametersType);
/** Get the last transformation parameters visited by
* the optimizer.
*/
itkGetConstReferenceMacro(LastTransformParameters, ParametersType);
/** Returns the transform resulting from the registration process. */
const TransformOutputType *
GetOutput() const;
/** Make a DataObject of the correct type to be used as the specified
* output.
*/
DataObjectPointer
MakeOutput(ProcessObject::DataObjectPointerArraySizeType idx) override;
/** Method to return the latest modified time of this object or
* any of its cached ivars.
*/
ModifiedTimeType
GetMTime() const override;
protected:
/** Constructor. */
MultiResolutionImageRegistrationMethod2();
/** Destructor. */
~MultiResolutionImageRegistrationMethod2() override = default;
/** PrintSelf. */
void
PrintSelf(std::ostream & os, Indent indent) const override;
/** Method invoked by the pipeline in order to trigger the computation of
* the registration.
*/
void
GenerateData() override;
/** Initialize by setting the interconnects between the components.
This method is executed at every level of the pyramid with the
values corresponding to this resolution
*/
virtual void
Initialize();
/** Compute the size of the fixed region for each level of the pyramid. */
virtual void
PreparePyramids();
/** Set the current level to be processed. */
itkSetMacro(CurrentLevel, unsigned long);
/** The last transform parameters. Compared to the ITK class
* itk::MultiResolutionImageRegistrationMethod these member variables
* are made protected, so they can be accessed by children classes.
*/
ParametersType m_LastTransformParameters{};
bool m_Stop{};
private:
// Private using-declarations, to avoid `-Woverloaded-virtual` warnings from GCC (GCC 11.4).
using ProcessObject::MakeOutput;
/** Member variables. */
MetricPointer m_Metric{};
OptimizerType::Pointer m_Optimizer{};
TransformPointer m_Transform{};
InterpolatorPointer m_Interpolator{};
ParametersType m_InitialTransformParameters{};
ParametersType m_InitialTransformParametersOfNextLevel{};
MovingImageConstPointer m_MovingImage{};
FixedImageConstPointer m_FixedImage{};
MovingImagePyramidPointer m_MovingImagePyramid{};
FixedImagePyramidPointer m_FixedImagePyramid{};
FixedImageRegionType m_FixedImageRegion{};
FixedImageRegionPyramidType m_FixedImageRegionPyramid{};
unsigned long m_NumberOfLevels{};
unsigned long m_CurrentLevel{};
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
# include "itkMultiResolutionImageRegistrationMethod2.hxx"
#endif
#endif // end #ifndef itkMultiResolutionImageRegistrationMethod2_h
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