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/*=========================================================================
*
* Copyright Insight Software Consortium
*
* 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.
*
*=========================================================================*/
#ifndef itkDisplacementFieldToBSplineImageFilter_h
#define itkDisplacementFieldToBSplineImageFilter_h
#include "itkImageToImageFilter.h"
#include "itkBSplineScatteredDataPointSetToImageFilter.h"
#include "itkPointSet.h"
#include "itkVector.h"
namespace itk
{
/**
* \class DisplacementFieldToBSplineImageFilter
* \brief Class which takes a dense displacement field image and/or a set of points
* with associated displacements and smooths them using B-splines. The inverse
* can also be estimated.
*
* \author Nick Tustison
*
* \ingroup ITKDisplacementField
*/
template <typename TInputImage,
typename TInputPointSet = PointSet<typename TInputImage::PixelType, TInputImage::ImageDimension>,
typename TOutputImage = TInputImage>
class ITK_TEMPLATE_EXPORT DisplacementFieldToBSplineImageFilter
: public ImageToImageFilter<TInputImage, TOutputImage>
{
public:
typedef DisplacementFieldToBSplineImageFilter Self;
typedef ImageToImageFilter<TInputImage, TOutputImage> Superclass;
typedef SmartPointer<Self> Pointer;
typedef SmartPointer<const Self> ConstPointer;
/** Method for creation through the object factory. */
itkNewMacro( Self );
/** Extract dimension from input image. */
itkStaticConstMacro( ImageDimension, unsigned int, TInputImage::ImageDimension );
typedef TInputImage InputFieldType;
typedef TInputPointSet InputPointSetType;
typedef TOutputImage OutputFieldType;
typedef InputFieldType DisplacementFieldType;
typedef OutputFieldType InverseDisplacementFieldType;
typedef typename InputFieldType::PointType InputFieldPointType;
/** Image typedef support. */
typedef typename OutputFieldType::PixelType PixelType;
typedef typename OutputFieldType::PixelType VectorType;
typedef typename OutputFieldType::RegionType RegionType;
typedef typename OutputFieldType::IndexType IndexType;
typedef typename OutputFieldType::SpacingType SpacingType;
typedef typename OutputFieldType::PointType OriginType;
typedef typename OutputFieldType::SizeType SizeType;
typedef typename OutputFieldType::DirectionType DirectionType;
typedef typename VectorType::RealValueType RealType;
typedef Image<RealType, ImageDimension> RealImageType;
/** Point set typedef support. */
typedef typename InputPointSetType::PointType PointType;
typedef typename InputPointSetType::PixelType PointDataType;
typedef typename InputPointSetType::PointsContainer PointsContainerType;
typedef typename InputPointSetType::PointDataContainer PointDataContainerType;
/** B-sline filter typedefs */
typedef BSplineScatteredDataPointSetToImageFilter<
InputPointSetType, OutputFieldType> BSplineFilterType;
typedef typename BSplineFilterType::WeightsContainerType WeightsContainerType;
typedef typename BSplineFilterType::PointDataImageType DisplacementFieldControlPointLatticeType;
typedef typename BSplineFilterType::ArrayType ArrayType;
/** Set the displacement field */
void SetDisplacementField( const InputFieldType * field )
{
this->SetInput( 0, field );
}
/** Get the input displacement field. */
const InputFieldType* GetDisplacementField() const
{
return this->GetInput( 0 );
}
/**
* Set confidence image function. If a confidence image is specified,
* estimation of the displacement field weights the contribution of each voxel
* according the value of the corresponding voxel in the confidence image.
*/
void SetConfidenceImage( const RealImageType *image )
{
this->SetNthInput( 1, const_cast<RealImageType *>( image ) );
}
void SetInput1( const RealImageType *image ) { this->SetConfidenceImage( image ); }
/** Get confidence image function. */
const RealImageType* GetConfidenceImage() const
{
return static_cast<const RealImageType*>( this->ProcessObject::GetInput( 1 ) );
}
/** Set the input point set */
void SetPointSet( const InputPointSetType * points )
{
this->SetNthInput( 2, const_cast<InputPointSetType *>( points ) );
}
void SetInput2( const InputPointSetType * points ) { this->SetPointSet( points ); }
/** Get the input point set. */
const InputPointSetType* GetPointSet() const
{
return static_cast<const InputPointSetType *>( this->ProcessObject::GetInput( 2 ) );
}
/** Set the confidence weights associated with the input point set*/
void SetPointSetConfidenceWeights( WeightsContainerType *weights );
/** Get the displacement field control point lattice. */
const DisplacementFieldControlPointLatticeType * GetDisplacementFieldControlPointLattice() const
{
return static_cast<const DisplacementFieldControlPointLatticeType*>( this->GetOutput( 1 ) );
}
/** Define the b-spline domain from an image */
void SetBSplineDomainFromImage( RealImageType * );
/** Define the b-spline domain from an image */
void SetBSplineDomainFromImage( const RealImageType *image )
{ this->SetBSplineDomainFromImage( const_cast<RealImageType *>( image ) ); }
/** Define the b-spline domain from a displacement field */
void SetBSplineDomainFromImage( InputFieldType * );
/** Define the b-spline domain from a displacement field */
void SetBSplineDomainFromImage( const InputFieldType *field )
{ this->SetBSplineDomainFromImage( const_cast<InputFieldType *>( field ) ); }
/** Define the b-spline domain explicitly. */
void SetBSplineDomain( OriginType, SpacingType, SizeType, DirectionType );
/* Set/Get b-spline domain origin. */
itkGetConstMacro( BSplineDomainOrigin, OriginType );
/* Set/Get b-spline domain spacing. */
itkGetConstMacro( BSplineDomainSpacing, SpacingType );
/* Set/Get b-spline domain size. */
itkGetConstMacro( BSplineDomainSize, SizeType );
/* Set/Get b-spline domain direction. */
itkGetConstMacro( BSplineDomainDirection, DirectionType );
/* Use input field to define the B-spline doain. */
itkSetMacro( UseInputFieldToDefineTheBSplineDomain, bool );
itkGetConstMacro( UseInputFieldToDefineTheBSplineDomain, bool )
itkBooleanMacro( UseInputFieldToDefineTheBSplineDomain );
/**
* Set the spline order defining the bias field estimate. Default = 3.
*/
itkSetMacro( SplineOrder, unsigned int );
/**
* Get the spline order defining the bias field estimate. Default = 3.
*/
itkGetConstMacro( SplineOrder, unsigned int );
/**
* Set the control point grid size definining the B-spline estimate of the
* scalar bias field. In each dimension, the B-spline mesh size is equal
* to the number of control points in that dimension minus the spline order.
* Default = 4 control points in each dimension for a mesh size of 1 in each
* dimension.
*/
itkSetMacro( NumberOfControlPoints, ArrayType );
/**
* Get the control point grid size definining the B-spline estimate of the
* scalar bias field. In each dimension, the B-spline mesh size is equal
* to the number of control points in that dimension minus the spline order.
* Default = 4 control points in each dimension for a mesh size of 1 in each
* dimension.
*/
itkGetConstMacro( NumberOfControlPoints, ArrayType );
/**
* Set the number of fitting levels. One of the contributions of N4 is the
* introduction of a multi-scale approach to fitting. This allows one to
* specify a B-spline mesh size for initial fitting followed by a doubling of
* the mesh resolution for each subsequent fitting level. Default = 1 level.
*/
itkSetMacro( NumberOfFittingLevels, ArrayType );
/**
* Set the number of fitting levels. One of the contributions of N4 is the
* introduction of a multi-scale approach to fitting. This allows one to
* specify a B-spline mesh size for initial fitting followed by a doubling of
* the mesh resolution for each subsequent fitting level. Default = 1 level.
*/
void SetNumberOfFittingLevels( unsigned int n )
{
ArrayType nlevels;
nlevels.Fill( n );
this->SetNumberOfFittingLevels( nlevels );
}
/**
* Get the number of fitting levels. One of the contributions of N4 is the
* introduction of a multi-scale approach to fitting. This allows one to
* specify a B-spline mesh size for initial fitting followed by a doubling of
* the mesh resolution for each subsequent fitting level. Default = 1 level.
*/
itkGetConstMacro( NumberOfFittingLevels, ArrayType );
/**
* Estimate the inverse field instead of the forward field. Default = false.
*/
itkBooleanMacro( EstimateInverse );
itkSetMacro( EstimateInverse, bool );
itkGetConstMacro( EstimateInverse, bool );
/**
* Enforce stationary boundary conditions. Default = false.
*/
itkBooleanMacro( EnforceStationaryBoundary );
itkSetMacro( EnforceStationaryBoundary, bool );
itkGetConstMacro( EnforceStationaryBoundary, bool );
protected:
/** Constructor */
DisplacementFieldToBSplineImageFilter();
/** Deconstructor */
virtual ~DisplacementFieldToBSplineImageFilter() ITK_OVERRIDE;
/** Standard print self function **/
void PrintSelf( std::ostream& os, Indent indent ) const ITK_OVERRIDE;
/** preprocessing function */
void GenerateData() ITK_OVERRIDE;
private:
ITK_DISALLOW_COPY_AND_ASSIGN(DisplacementFieldToBSplineImageFilter);
bool m_EstimateInverse;
bool m_EnforceStationaryBoundary;
unsigned int m_SplineOrder;
ArrayType m_NumberOfControlPoints;
ArrayType m_NumberOfFittingLevels;
typename WeightsContainerType::Pointer m_PointWeights;
bool m_UsePointWeights;
OriginType m_BSplineDomainOrigin;
SpacingType m_BSplineDomainSpacing;
SizeType m_BSplineDomainSize;
DirectionType m_BSplineDomainDirection;
bool m_BSplineDomainIsDefined;
bool m_UseInputFieldToDefineTheBSplineDomain;
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
#include "itkDisplacementFieldToBSplineImageFilter.hxx"
#endif
#endif
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