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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 itkPDEDeformableRegistrationWithMaskFilter_h
#define itkPDEDeformableRegistrationWithMaskFilter_h
#include "itkDenseFiniteDifferenceImageFilter.h"
#include "itkPDEDeformableRegistrationFunction.h"
#include "itkImageMaskSpatialObject.h"
namespace itk
{
/**
* \class PDEDeformableRegistrationWithMaskFilter
* \brief Deformably register two images using a PDE algorithm.
*
* PDEDeformableRegistrationWithMaskFilter is a base case for filter implementing
* a PDE deformable algorithm that register two images by computing the
* displacement field which will map a moving image onto a fixed image.
*
* A displacement field is represented as a 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.
*
* This class is templated over the fixed image type, moving image type
* and the displacement Field type.
*
* The input fixed and moving images are set via methods SetFixedImage
* and SetMovingImage respectively. An initial displacement field maybe set via
* SetInitialDisplacementField or SetInput. If no initial field is set,
* a zero field is used as the initial condition.
*
* The output displacement field can be obtained via methods GetOutput
* or GetDisplacementField.
*
* The PDE algorithm is run for a user defined number of iterations.
* Typically the PDE algorithm requires period Gaussin smoothing of the
* displacement field to enforce an elastic-like condition. The amount
* of smoothing is governed by a set of user defined standard deviations
* (one for each dimension).
*
* In terms of memory, this filter keeps two internal buffers: one for storing
* the intermediate updates to the field and one for double-buffering when
* smoothing the displacement field. Both buffers are the same type and size as the
* output displacement field.
*
* This class make use of the finite difference solver hierarchy. Update
* for each iteration is computed using a PDEDeformableRegistrationFunction.
*
* \warning This filter assumes that the fixed image type, moving image type
* and displacement field type all have the same number of dimensions.
*
* \sa PDEDeformableRegistrationFunction.
* \ingroup DeformableImageRegistration
* \ingroup ITKPDEDeformableRegistration
*/
template< typename TFixedImage, typename TMovingImage, typename TDisplacementField >
class ITK_TEMPLATE_EXPORT PDEDeformableRegistrationWithMaskFilter:
public DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField >
{
public:
/** Standard class typedefs. */
typedef PDEDeformableRegistrationWithMaskFilter Self;
typedef DenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField > 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(PDEDeformableRegistrationWithMaskFilter,
DenseFiniteDifferenceImageFilter);
/** FixedImage image type. */
typedef TFixedImage FixedImageType;
typedef typename FixedImageType::Pointer FixedImagePointer;
typedef typename FixedImageType::ConstPointer FixedImageConstPointer;
/** MovingImage image type. */
typedef TMovingImage MovingImageType;
typedef typename MovingImageType::Pointer MovingImagePointer;
typedef typename MovingImageType::ConstPointer MovingImageConstPointer;
/** Deformation field type. */
typedef TDisplacementField DisplacementFieldType;
typedef typename DisplacementFieldType::Pointer DisplacementFieldPointer;
#ifdef ITKV3_COMPATIBILITY
typedef TDisplacementField DeformationFieldType;
typedef typename DeformationFieldType::Pointer DeformationFieldPointer;
#endif
/** Types inherithed from the superclass */
typedef typename Superclass::OutputImageType OutputImageType;
/** FiniteDifferenceFunction type. */
typedef typename Superclass::FiniteDifferenceFunctionType
FiniteDifferenceFunctionType;
/** PDEDeformableRegistrationFilterFunction type. */
typedef PDEDeformableRegistrationFunction< FixedImageType, MovingImageType,
DisplacementFieldType > PDEDeformableRegistrationFunctionType;
/** Inherit some enums and typedefs from the superclass. */
itkStaticConstMacro(ImageDimension, unsigned int,
Superclass::ImageDimension);
/** Set the fixed image. */
itkSetInputMacro(FixedImage, FixedImageType);
/** Get the fixed image. */
itkGetInputMacro(FixedImage, FixedImageType);
/** Set the moving image. */
itkSetInputMacro(MovingImage, MovingImageType);
/** Get the moving image. */
itkGetInputMacro(MovingImage, MovingImageType);
/** Set initial displacement field. */
itkSetInputMacro(InitialDisplacementField, DisplacementFieldType);
/** Get initial displacement field. */
itkGetInputMacro(InitialDisplacementField, DisplacementFieldType);
/** Get output displacement field. */
DisplacementFieldType * GetDisplacementField()
{ return this->GetOutput(); }
#ifdef ITKV3_COMPATIBILITY
virtual void SetInitialDeformationField(DeformationFieldType *ptr)
{
this->SetInitialDisplacementField(ptr);
}
/** Get output deformation field. */
DeformationFieldType * GetDeformationField(void)
{
return static_cast<DeformationFieldType *> (this->GetDisplacementField());
}
#endif
/** Get the number of valid inputs. For PDEDeformableRegistration,
* this checks whether the fixed and moving images have been
* set. While PDEDeformableRegistration can take a third input as an
* initial displacement field, this input is not a required input.
*/
virtual std::vector< SmartPointer< DataObject > >::size_type GetNumberOfValidRequiredInputs() const ITK_OVERRIDE;
/** Set/Get whether the displacement field is smoothed
* (regularized). Smoothing the displacement yields a solution
* elastic in nature. If SmoothDisplacementField is on, then the
* displacement field is smoothed with a Gaussian whose standard
* deviations are specified with SetStandardDeviations() */
itkSetMacro(SmoothDisplacementField, bool);
itkGetConstMacro(SmoothDisplacementField, bool);
itkBooleanMacro(SmoothDisplacementField);
#ifdef ITKV3_COMPATIBILITY
virtual void SetSmoothDeformationField(bool val)
{
SetSmoothDisplacementField(val);
}
virtual bool GetSmoothDeformationField()
{
return this->GetSmoothDisplacementField();
}
virtual void SmoothDeformationFieldOn()
{
this->SmoothDisplacementFieldOn();
}
virtual void SmoothDeformationFieldOff()
{
this->SmoothDisplacementFieldOff();
}
#endif
typedef FixedArray< double, ImageDimension > StandardDeviationsType;
/** Set the Gaussian smoothing standard deviations for the
* displacement field. The values are set with respect to pixel
* coordinates. */
itkSetMacro(StandardDeviations, StandardDeviationsType);
virtual void SetStandardDeviations(double value);
/** Get the Gaussian smoothing standard deviations use for smoothing
* the displacement field. */
itkGetConstReferenceMacro(StandardDeviations, StandardDeviationsType);
/** Set/Get whether the update field is smoothed
* (regularized). Smoothing the update field yields a solution
* viscous in nature. If SmoothUpdateField is on, then the
* update field is smoothed with a Gaussian whose standard
* deviations are specified with SetUpdateFieldStandardDeviations() */
itkSetMacro(SmoothUpdateField, bool);
itkGetConstMacro(SmoothUpdateField, bool);
itkBooleanMacro(SmoothUpdateField);
/** Set the Gaussian smoothing standard deviations for the update
* field. The values are set with respect to pixel coordinates. */
itkSetMacro(UpdateFieldStandardDeviations, StandardDeviationsType);
virtual void SetUpdateFieldStandardDeviations(double value);
/** Get the Gaussian smoothing standard deviations used for
* smoothing the update field. */
itkGetConstReferenceMacro(UpdateFieldStandardDeviations, StandardDeviationsType);
/** Stop the registration after the current iteration. */
virtual void StopRegistration()
{ m_StopRegistrationFlag = true; }
/** Set/Get the desired maximum error of the Gaussian kernel approximate.
* \sa GaussianOperator. */
itkSetMacro(MaximumError, double);
itkGetConstMacro(MaximumError, double);
/** Set/Get the desired limits of the Gaussian kernel width.
* \sa GaussianOperator. */
itkSetMacro(MaximumKernelWidth, unsigned int);
itkGetConstMacro(MaximumKernelWidth, unsigned int);
protected:
PDEDeformableRegistrationWithMaskFilter();
~PDEDeformableRegistrationWithMaskFilter() ITK_OVERRIDE {}
void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE;
/** Supplies the halting criteria for this class of filters. The
* algorithm will stop after a user-specified number of iterations. */
virtual bool Halt() ITK_OVERRIDE
{
if ( m_StopRegistrationFlag )
{
return true;
}
return this->Superclass::Halt();
}
/** A simple method to copy the data from the input to the output.
* If the input does not exist, a zero field is written to the output. */
virtual void CopyInputToOutput() ITK_OVERRIDE;
/** Initialize the state of filter and equation before each iteration.
* Progress feeback is implemented as part of this method. */
virtual void InitializeIteration() ITK_OVERRIDE;
/** Utility to smooth the displacement field (represented in the Output)
* using a Gaussian operator. The amount of smoothing can be specified
* by setting the StandardDeviations. */
virtual void SmoothDisplacementField();
#ifdef ITKV3_COMPATIBILITY
virtual void SmoothDeformationField()
{
this->SmoothDisplacementField();
}
#endif
/** Utility to smooth the UpdateBuffer using a Gaussian operator.
* The amount of smoothing can be specified by setting the
* UpdateFieldStandardDeviations. */
virtual void SmoothUpdateField();
/** This method is called after the solution has been generated. In this case,
* the filter release the memory of the internal buffers. */
virtual void PostProcessOutput() ITK_OVERRIDE;
/** This method is called before iterating the solution. */
virtual void Initialize() ITK_OVERRIDE;
/** By default the output displacement field has the same Spacing, Origin
* and LargestPossibleRegion as the input/initial displacement field. If
* the initial displacement field is not set, the output information is
* copied from the fixed image. */
virtual void GenerateOutputInformation() ITK_OVERRIDE;
/** It is difficult to compute in advance the input moving image region
* required to compute the requested output region. Thus the safest
* thing to do is to request for the whole moving image.
*
* For the fixed image and displacement field, the input requested region
* set to be the same as that of the output requested region. */
virtual void GenerateInputRequestedRegion() ITK_OVERRIDE;
private:
ITK_DISALLOW_COPY_AND_ASSIGN(PDEDeformableRegistrationWithMaskFilter);
/** Standard deviation for Gaussian smoothing */
StandardDeviationsType m_StandardDeviations;
StandardDeviationsType m_UpdateFieldStandardDeviations;
/** Modes to control smoothing of the update and displacement fields */
bool m_SmoothDisplacementField;
bool m_SmoothUpdateField;
/** Temporary displacement field use for smoothing the
* the displacement field. */
DisplacementFieldPointer m_TempField;
private:
/** Maximum error for Gaussian operator approximation. */
double m_MaximumError;
/** Limits of Gaussian kernel width. */
unsigned int m_MaximumKernelWidth;
/** Flag to indicate user stop registration request. */
bool m_StopRegistrationFlag;
public:
/** Extra stuff for plastimatch */
typedef itk::ImageMaskSpatialObject< 3 > MaskType;
virtual double GetMetric() const {return 0;}
virtual void SetMovingImageMask(MaskType *mask){};
virtual void SetFixedImageMask(MaskType *mask){};
};
} // end namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
#include "itkPDEDeformableRegistrationWithMaskFilter.hxx"
#endif
#endif
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