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/*=========================================================================
Program: Insight Segmentation & Registration Toolkit
Module: itkMultiResolutionPDEDeformableRegistration.h
Language: C++
Date: $Date$
Version: $Revision$
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 __itkMultiResolutionPDEDeformableRegistration_h
#define __itkMultiResolutionPDEDeformableRegistration_h
#include "itkImage.h"
#include "itkImageToImageFilter.h"
#include "itkPDEDeformableRegistrationFilter.h"
#include "itkDemonsRegistrationFilter.h"
#include "itkMultiResolutionPyramidImageFilter.h"
#include "itkVectorResampleImageFilter.h"
#include <vector>
namespace itk
{
/**
* \class MultiResolutionPDEDeformableRegistration
* \brief Framework for performing multi-resolution PDE
* deformable registration.
*
* MultiResolutionPDEDeformableRegistration provides a generic framework
* to peform multi-resolution deformable registration.
*
* At each resolution level a PDEDeformableRegistrationFilter is used
* to register two images by computing the deformation field which will
* map a moving image onto a fixed image.
*
* A deformation field is represented as an image whose pixel type is some
* vector type with at least N elements, where N is the dimension of
* the fixed image. The vector type must support element access via operator
* []. It is assumed that the vector elements behave like floating point
* scalars.
*
* The internal PDEDeformationRegistrationFilter can be set using
* SetRegistrationFilter. By default a DemonsRegistrationFilter is used.
*
* The input fixed and moving images are set via methods SetFixedImage
* and SetMovingImage respectively. An initial deformation field maybe set via
* SetInitialDeformationField if is matches the characteristics of the coarsest
* pyramid level. If no such assumption can be made (e.g. the deformation field
* has the same characteristics as the input images), an initial deformation
* field can still be set via SetArbitraryInitialDeformationField or
* SetInput. The filter will then take care of mathching the coarsest level
* characteristics. If no initial field is set a zero field is used as the
* initial condition.
*
* MultiResolutionPyramidImageFilters are used to downsample the fixed
* and moving images. A VectorExpandImageFilter is used to upsample
* the deformation as we move from a coarse to fine solution.
*
* This class is templated over the fixed image type, the moving image type,
* and the Deformation Field type.
*
* \warning This class assumes that the fixed, moving and deformation
* field image types all have the same number of dimensions.
*
* \sa PDEDeformableRegistrationFilter
* \sa DemonsRegistrationFilter
* \sa MultiResolutionPyramidImageFilter
* \sa VectorExpandImageFilter
*
* The current implementation of this class does not support streaming.
*
* \ingroup DeformableImageRegistration
*/
template <class TFixedImage, class TMovingImage, class TDeformationField, class TRealType = float>
class ITK_EXPORT MultiResolutionPDEDeformableRegistration :
public ImageToImageFilter <TDeformationField, TDeformationField>
{
public:
/** Standard class typedefs */
typedef MultiResolutionPDEDeformableRegistration Self;
typedef ImageToImageFilter<TDeformationField, TDeformationField>
Superclass;
typedef SmartPointer<Self> Pointer;
typedef SmartPointer<const Self> ConstPointer;
/** Method for creation through the object factory. */
itkNewMacro(Self);
/** Run-time type information (and related methods). */
itkTypeMacro( MultiResolutionPDEDeformableRegistration,
ImageToImageFilter );
/** Fixed image type. */
typedef TFixedImage FixedImageType;
typedef typename FixedImageType::Pointer FixedImagePointer;
typedef typename FixedImageType::ConstPointer FixedImageConstPointer;
/** Moving image type. */
typedef TMovingImage MovingImageType;
typedef typename MovingImageType::Pointer MovingImagePointer;
typedef typename MovingImageType::ConstPointer MovingImageConstPointer;
/** Deformation field image type. */
typedef TDeformationField DeformationFieldType;
typedef typename DeformationFieldType::Pointer DeformationFieldPointer;
/** ImageDimension. */
itkStaticConstMacro(ImageDimension, unsigned int,
FixedImageType::ImageDimension);
/** Internal float image type. */
typedef Image<TRealType,itkGetStaticConstMacro(ImageDimension)> FloatImageType;
/** The internal registration type. */
typedef PDEDeformableRegistrationFilter<FloatImageType, FloatImageType, DeformationFieldType >
RegistrationType;
typedef typename RegistrationType::Pointer RegistrationPointer;
/** The default registration type. */
typedef DemonsRegistrationFilter<
FloatImageType, FloatImageType, DeformationFieldType > DefaultRegistrationType;
/** The fixed multi-resolution image pyramid type. */
typedef MultiResolutionPyramidImageFilter<FixedImageType, FloatImageType >
FixedImagePyramidType;
typedef typename FixedImagePyramidType::Pointer FixedImagePyramidPointer;
/** The moving multi-resolution image pyramid type. */
typedef MultiResolutionPyramidImageFilter<MovingImageType, FloatImageType >
MovingImagePyramidType;
typedef typename MovingImagePyramidType::Pointer MovingImagePyramidPointer;
/** The deformation field expander type. */
typedef VectorResampleImageFilter<DeformationFieldType, DeformationFieldType >
FieldExpanderType;
typedef typename FieldExpanderType::Pointer FieldExpanderPointer;
/** Set the fixed image. */
virtual void SetFixedImage( const FixedImageType * ptr );
/** Get the fixed image. */
const FixedImageType * GetFixedImage(void) const;
/** Set the moving image. */
virtual void SetMovingImage( const MovingImageType * ptr );
/** Get the moving image. */
const MovingImageType * GetMovingImage(void) const;
/** Set initial deformation field to be used as is (no smoothing, no
* subsampling at the coarsest level of the pyramid. */
virtual void SetInitialDeformationField( DeformationFieldType * ptr )
{
this->m_InitialDeformationField=ptr;
}
/** Set initial deformation field. No assumption is made on the
* input. It will therefore be smoothed and resampled to match the
* images characteristics at the coarsest level of the pyramid. */
virtual void SetArbitraryInitialDeformationField( DeformationFieldType * ptr )
{
this->SetInput( ptr );
}
/** Get output deformation field. */
const DeformationFieldType * GetDeformationField(void)
{ return this->GetOutput(); }
/** Get the number of valid inputs. For
* MultiResolutionPDEDeformableRegistration, this checks whether the
* fixed and moving images have been set. While
* MultiResolutionPDEDeformableRegistration can take a third input
* as an initial deformation field, this input is not a required input.
*/
virtual std::vector<SmartPointer<DataObject> >::size_type GetNumberOfValidRequiredInputs() const;
/** Set the internal registrator. */
itkSetObjectMacro( RegistrationFilter, RegistrationType );
/** Get the internal registrator. */
itkGetObjectMacro( RegistrationFilter, RegistrationType );
/** Set the fixed image pyramid. */
itkSetObjectMacro( FixedImagePyramid, FixedImagePyramidType );
/** Get the fixed image pyramid. */
itkGetObjectMacro( FixedImagePyramid, FixedImagePyramidType );
/** Set the moving image pyramid. */
itkSetObjectMacro( MovingImagePyramid, MovingImagePyramidType );
/** Get the moving image pyramid. */
itkGetObjectMacro( MovingImagePyramid, MovingImagePyramidType );
/** Set number of multi-resolution levels. */
virtual void SetNumberOfLevels( unsigned int num );
/** Get number of multi-resolution levels. */
itkGetConstReferenceMacro( NumberOfLevels, unsigned int );
/** Get the current resolution level being processed. */
itkGetConstReferenceMacro( CurrentLevel, unsigned int );
/** Set number of iterations per multi-resolution levels. */
itkSetVectorMacro( NumberOfIterations, unsigned int, m_NumberOfLevels );
/** Set the moving image pyramid. */
itkSetObjectMacro( FieldExpander, FieldExpanderType );
/** Get the moving image pyramid. */
itkGetObjectMacro( FieldExpander, FieldExpanderType );
/** Get number of iterations per multi-resolution levels. */
virtual const unsigned int * GetNumberOfIterations() const
{ return &(m_NumberOfIterations[0]); }
/** Stop the registration after the current iteration. */
virtual void StopRegistration();
protected:
MultiResolutionPDEDeformableRegistration();
~MultiResolutionPDEDeformableRegistration() {}
void PrintSelf(std::ostream& os, Indent indent) const;
/** Generate output data by performing the registration
* at each resolution level. */
virtual void GenerateData();
/** The current implementation of this class does not support
* streaming. As such it requires the largest possible region
* for the moving, fixed and input deformation field. */
virtual void GenerateInputRequestedRegion();
/** By default, the output deformation field has the same
* spacing, origin and LargestPossibleRegion as the input/initial
* deformation field.
*
* If the initial deformation field is not set, the output
* information is copied from the fixed image. */
virtual void GenerateOutputInformation();
/** The current implementation of this class does not supprot
* streaming. As such it produces the output for the largest
* possible region. */
virtual void EnlargeOutputRequestedRegion( DataObject *ptr );
/** This method returns true to indicate that the registration should
* terminate at the current resolution level. */
virtual bool Halt();
private:
MultiResolutionPDEDeformableRegistration(const Self&); //purposely not implemented
void operator=(const Self&); //purposely not implemented
RegistrationPointer m_RegistrationFilter;
FixedImagePyramidPointer m_FixedImagePyramid;
MovingImagePyramidPointer m_MovingImagePyramid;
FieldExpanderPointer m_FieldExpander;
DeformationFieldPointer m_InitialDeformationField;
unsigned int m_NumberOfLevels;
unsigned int m_CurrentLevel;
std::vector<unsigned int> m_NumberOfIterations;
/** Flag to indicate user stop registration request. */
bool m_StopRegistrationFlag;
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
#include "itkMultiResolutionPDEDeformableRegistration.txx"
#endif
#endif
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