ITK
6.0.0
Insight Toolkit
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#include <itkLevelSetMotionRegistrationFunction.h>
This class encapsulate the PDE which drives the demons registration algorithm. It is used by LevelSetMotionRegistrationFilter to compute the output deformation field which will map a moving image onto a a fixed image.
Non-integer moving image values are obtained by using interpolation. The default interpolator is of type LinearInterpolateImageFunction. The user may set other interpolators via method SetMovingImageInterpolator. Note that the input interpolator must derive from baseclass InterpolateImageFunction.
This class is templated over the fixed image type, moving image type, and the deformation field type.
Definition at line 55 of file itkLevelSetMotionRegistrationFunction.h.
Classes | |
struct | GlobalDataStruct |
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::LightObject | |
static void | BreakOnError () |
static Pointer | New () |
Static Public Attributes | |
static constexpr unsigned int | ImageDimension = Superclass::ImageDimension |
Static Public Attributes inherited from itk::FiniteDifferenceFunction< TDisplacementField > | |
static constexpr unsigned int | ImageDimension |
Protected Types | |
using | FixedImageNeighborhoodIteratorType = ConstNeighborhoodIterator< FixedImageType > |
Protected Member Functions | |
LevelSetMotionRegistrationFunction () | |
void | PrintSelf (std::ostream &os, Indent indent) const override |
~LevelSetMotionRegistrationFunction () override=default | |
Protected Member Functions inherited from itk::PDEDeformableRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField > | |
PDEDeformableRegistrationFunction () | |
void | PrintSelf (std::ostream &os, Indent indent) const override |
~PDEDeformableRegistrationFunction () override=default | |
Protected Member Functions inherited from itk::FiniteDifferenceFunction< TDisplacementField > | |
FiniteDifferenceFunction () | |
void | PrintSelf (std::ostream &os, Indent indent) const override |
~FiniteDifferenceFunction () override=default | |
Protected Member Functions inherited from itk::LightObject | |
virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintSelf (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Private Attributes | |
double | m_Alpha {} |
PointType | m_FixedImageOrigin {} |
SpacingType | m_FixedImageSpacing {} |
double | m_GradientMagnitudeThreshold {} |
double | m_GradientSmoothingStandardDeviations {} |
double | m_IntensityDifferenceThreshold {} |
double | m_Metric {} |
std::mutex | m_MetricCalculationMutex {} |
InterpolatorPointer | m_MovingImageInterpolator {} |
MovingImageSmoothingFilterPointer | m_MovingImageSmoothingFilter {} |
SizeValueType | m_NumberOfPixelsProcessed {} |
double | m_RMSChange {} |
InterpolatorPointer | m_SmoothMovingImageInterpolator {} |
double | m_SumOfSquaredChange {} |
double | m_SumOfSquaredDifference {} |
bool | m_UseImageSpacing { true } |
Additional Inherited Members | |
Protected Attributes inherited from itk::PDEDeformableRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField > | |
DisplacementFieldTypePointer | m_DisplacementField {} |
double | m_Energy {} |
FixedImagePointer | m_FixedImage {} |
double | m_GradientStep {} |
MovingImagePointer | m_MovingImage {} |
bool | m_NormalizeGradient {} |
Protected Attributes inherited from itk::FiniteDifferenceFunction< TDisplacementField > | |
RadiusType | m_Radius |
PixelRealType | m_ScaleCoefficients [ImageDimension] |
Protected Attributes inherited from itk::LightObject | |
std::atomic< int > | m_ReferenceCount {} |
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::ConstPointer = SmartPointer<const Self> |
Definition at line 66 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::CoordRepType = double |
Interpolator type.
Definition at line 101 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::CovariantVectorType = CovariantVector<double, Self::ImageDimension> |
Definition at line 109 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::DefaultInterpolatorType = LinearInterpolateImageFunction<MovingImageType, CoordRepType> |
Definition at line 105 of file itkLevelSetMotionRegistrationFunction.h.
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FixedImage image neighborhood iterator type.
Definition at line 238 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::IndexType = typename FixedImageType::IndexType |
Definition at line 82 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::InterpolatorPointer = typename InterpolatorType::Pointer |
Definition at line 103 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::InterpolatorType = InterpolateImageFunction<MovingImageType, CoordRepType> |
Definition at line 102 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::MovingImageSmoothingFilterPointer = typename MovingImageSmoothingFilterType::Pointer |
Definition at line 113 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::MovingImageSmoothingFilterType = SmoothingRecursiveGaussianImageFilter<MovingImageType> |
Moving image gradient calculator type.
Definition at line 112 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::MovingSpacingType = typename MovingImageType::SpacingType |
Definition at line 77 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::Pointer = SmartPointer<Self> |
Definition at line 65 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::PointType = typename InterpolatorType::PointType |
Definition at line 104 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::Self = LevelSetMotionRegistrationFunction |
Standard class type aliases.
Definition at line 62 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::SizeType = typename FixedImageType::SizeType |
Definition at line 83 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::SpacingType = typename FixedImageType::SpacingType |
Definition at line 84 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::Superclass = PDEDeformableRegistrationFunction<TFixedImage, TMovingImage, TDisplacementField> |
Definition at line 63 of file itkLevelSetMotionRegistrationFunction.h.
using itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::VectorType = Vector<double, Self::ImageDimension> |
Vector types.
Definition at line 108 of file itkLevelSetMotionRegistrationFunction.h.
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Compute the time global step that for this iteration.
In this context, the timestep is a function of the maximum gradients.
Implements itk::FiniteDifferenceFunction< TDisplacementField >.
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Compute update at the specified neighbourhood.
Called by a finite difference solver image filter at each pixel that does not lie on a data set boundary.
Implements itk::FiniteDifferenceFunction< TDisplacementField >.
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Return a pointer to a global data structure that is passed to this object from the solver at each calculation.
Implements itk::FiniteDifferenceFunction< TDisplacementField >.
Definition at line 139 of file itkLevelSetMotionRegistrationFunction.h.
References itk::NumericTraits< T >::NonpositiveMin().
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Get the metric value. The metric value is the mean square difference in intensity between the fixed image and transforming moving image computed over the overlapping region between the two images.
Definition at line 172 of file itkLevelSetMotionRegistrationFunction.h.
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Get the moving image interpolator.
Definition at line 124 of file itkLevelSetMotionRegistrationFunction.h.
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Reimplemented from itk::PDEDeformableRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >.
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Get the rms change in deformation field.
Definition at line 179 of file itkLevelSetMotionRegistrationFunction.h.
bool itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::GetUseImageSpacing | ( | ) | const |
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Set the object's state before each iteration.
Reimplemented from itk::FiniteDifferenceFunction< TDisplacementField >.
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Method for creation through the object factory.
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Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.
Reimplemented from itk::PDEDeformableRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >.
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Release memory for global data structure.
Updates the metric and releases the per-thread-global data.
Implements itk::FiniteDifferenceFunction< TDisplacementField >.
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Set/Get the parameter alpha. Alpha is added to the calculated gradient magnitude prior to normalizing the gradient to protect against numerical instability as the gradient magnitude approaches zero. This should be set as a small fraction of the intensity dynamic range, for instance 0.04%. Default is the absolute (not percentage) value of 0.1.
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Set/Get the threshold below which the gradient magnitude is considered the zero vector. Default is 1e-9.
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Set/Get the standard deviation used for smoothing the moving image prior to calculating gradients.
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Set/Get the threshold below which the absolute difference of intensity yields a match. When the intensities match between a moving and fixed image pixel, the update vector (for that iteration) will be the zero vector. Default is 0.001.
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Set the moving image interpolator.
Definition at line 117 of file itkLevelSetMotionRegistrationFunction.h.
void itk::LevelSetMotionRegistrationFunction< TFixedImage, TMovingImage, TDisplacementField >::SetUseImageSpacing | ( | bool | ) |
Use the image spacing information in calculations. Use this option if you want derivatives in physical space. Default is UseImageSpacing ON, due to a backward compatibility state.
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Inherit some enums from the superclass.
Definition at line 91 of file itkLevelSetMotionRegistrationFunction.h.
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Stabilization factor for normalizing gradients to protect against small gradient magnitudes
Definition at line 264 of file itkLevelSetMotionRegistrationFunction.h.
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Definition at line 253 of file itkLevelSetMotionRegistrationFunction.h.
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Cache fixed image information.
Definition at line 252 of file itkLevelSetMotionRegistrationFunction.h.
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Threshold below which the gradient is considered zero.
Definition at line 267 of file itkLevelSetMotionRegistrationFunction.h.
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Smoothing parameter for gradient calculation
Definition at line 273 of file itkLevelSetMotionRegistrationFunction.h.
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Threshold below which two intensity value are assumed to match.
Definition at line 270 of file itkLevelSetMotionRegistrationFunction.h.
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The metric value is the mean square difference in intensity between the fixed image and transforming moving image computed over the the overlapping region between the two images.
Definition at line 278 of file itkLevelSetMotionRegistrationFunction.h.
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Mutex lock to protect modification to metric.
Definition at line 285 of file itkLevelSetMotionRegistrationFunction.h.
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Function to interpolate the moving image.
Definition at line 259 of file itkLevelSetMotionRegistrationFunction.h.
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Function to compute derivatives of the moving image.
Definition at line 256 of file itkLevelSetMotionRegistrationFunction.h.
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Definition at line 280 of file itkLevelSetMotionRegistrationFunction.h.
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Definition at line 281 of file itkLevelSetMotionRegistrationFunction.h.
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Definition at line 260 of file itkLevelSetMotionRegistrationFunction.h.
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Definition at line 282 of file itkLevelSetMotionRegistrationFunction.h.
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Definition at line 279 of file itkLevelSetMotionRegistrationFunction.h.
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Definition at line 287 of file itkLevelSetMotionRegistrationFunction.h.