ITK
6.0.0
Insight Toolkit
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#include <itkLandmarkBasedTransformInitializer.h>
This class computes the transform that aligns the fixed and moving images given a set of pair landmarks. The class is templated over the Transform type as well as fixed image and moving image types. The transform computed gives the best fit transform that maps the fixed and moving images in a least squares sense. The indices are taken to correspond, so point 1 in the first set will get mapped close to point 1 in the second set, etc.
Currently, the following transforms are supported by the class: VersorRigid3DTransform Similarity3DTransform Rigid2DTransform AffineTransform BSplineTransform
An equal number of fixed and moving landmarks need to be specified using SetFixedLandmarks() and SetMovingLandmarks(). Any number of landmarks may be specified. In the case of the Affine transformation the number of landmarks must be greater than the landmark dimensionality. If this is not the case an exception is thrown. In the case of the VersorRigid3DTransform and Rigid2DTransform the number of landmarks must be equal or greater than the landmark dimensionality. If this is not the case, only the translational component of the transformation is computed and the rotation is the identity. In the case of using Affine or BSpline transforms, each landmark pair can contribute in the final transform based on its defined weight. Number of weights should be equal to the number of landmarks and can be specified using SetLandmarkWeight(). By defaults are weights are set to one. Call InitializeTransform() to initialize the transform.
The class is based in part on Hybrid/vtkLandmarkTransform originally implemented in python by David G. Gobbi.
The solution is based on Berthold K. P. Horn (1987), "Closed-form solution of absolute orientation using unit quaternions," https://people.csail.mit.edu/bkph/papers/Absolute_Orientation.pdf
The Affine Transform initializer is based on an algorithm by H Spaeth, and is described in the Insight Journal Article "Affine Transformation for Landmark Based Registration Initializer in ITK" by Kim E.Y., Johnson H., Williams N. available at https://midasjournal.org/browse/publication/825
Definition at line 90 of file itkLandmarkBasedTransformInitializer.h.
Public Member Functions | |
const char * | GetNameOfClass () const override |
virtual void | InitializeTransform () |
virtual void | SetBSplineNumberOfControlPoints (unsigned int _arg) |
void | SetFixedLandmarks (const LandmarkPointContainer &fixedLandmarks) |
void | SetLandmarkWeight (LandmarkWeightType &landmarkWeight) |
void | SetMovingLandmarks (const LandmarkPointContainer &movingLandmarks) |
virtual void | SetReferenceImage (const FixedImageType *_arg) |
virtual void | SetTransform (TransformType *_arg) |
Public Member Functions inherited from itk::Object | |
unsigned long | AddObserver (const EventObject &event, Command *cmd) const |
unsigned long | AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const |
LightObject::Pointer | CreateAnother () const override |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary () |
const MetaDataDictionary & | GetMetaDataDictionary () const |
virtual ModifiedTimeType | GetMTime () const |
const char * | GetNameOfClass () const override |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
void | Register () const override |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) const |
void | SetDebug (bool debugFlag) const |
void | SetReferenceCount (int) override |
void | UnRegister () const noexcept override |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
void | SetMetaDataDictionary (MetaDataDictionary &&rrhs) |
virtual void | SetObjectName (std::string _arg) |
virtual const std::string & | GetObjectName () const |
Public Member Functions inherited from itk::LightObject | |
Pointer | Clone () const |
virtual Pointer | CreateAnother () const |
virtual void | Delete () |
virtual const char * | GetNameOfClass () const |
virtual int | GetReferenceCount () const |
void | Print (std::ostream &os, Indent indent=0) const |
virtual void | Register () const |
virtual void | SetReferenceCount (int) |
virtual void | UnRegister () const noexcept |
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::Object | |
static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool val) |
Static Public Member Functions inherited from itk::LightObject | |
static void | BreakOnError () |
static Pointer | New () |
Static Public Attributes | |
static constexpr unsigned int | ImageDimension = FixedImageType::ImageDimension |
static constexpr unsigned int | InputSpaceDimension = TransformType::InputSpaceDimension |
static constexpr unsigned int | OutputSpaceDimension = TransformType::OutputSpaceDimension |
static constexpr unsigned int | SplineOrder = 3 |
Protected Member Functions | |
LandmarkBasedTransformInitializer ()=default | |
void | PrintSelf (std::ostream &os, Indent indent) const override |
~LandmarkBasedTransformInitializer () override=default | |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
void | PrintSelf (std::ostream &os, Indent indent) const override |
virtual void | SetTimeStamp (const TimeStamp &timeStamp) |
~Object () override | |
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 Member Functions | |
PointType3D | ComputeCentroid (const LandmarkPointContainer) |
void | CreateMatrix (itk::Matrix< ParametersValueType, 4, 4 > &, const itk::Matrix< ParametersValueType, ImageDimension, ImageDimension >) |
void | InternalInitializeTransform (AffineTransformType *) |
void | InternalInitializeTransform (BSplineTransformType *) |
void | InternalInitializeTransform (Rigid2DTransformType *) |
void | InternalInitializeTransform (Similarity3DTransformType *) |
template<typename TTransform2 > | |
void | InternalInitializeTransform (TTransform2 *) |
void | InternalInitializeTransform (VersorRigid3DTransformType *) |
Private Attributes | |
unsigned int | m_BSplineNumberOfControlPoints { 4 } |
LandmarkPointContainer | m_FixedLandmarks {} |
LandmarkWeightType | m_LandmarkWeight {} |
LandmarkPointContainer | m_MovingLandmarks {} |
FixedImagePointer | m_ReferenceImage {} |
TransformPointer | m_Transform {} |
Additional Inherited Members | |
Protected Attributes inherited from itk::LightObject | |
std::atomic< int > | m_ReferenceCount {} |
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::AffineTransformType = AffineTransform<ParametersValueType, FixedImageType::ImageDimension> |
Definition at line 175 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::BSplineTransformType = BSplineTransform<ParametersValueType, FixedImageType::ImageDimension, SplineOrder> |
Definition at line 178 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::ConstPointer = SmartPointer<const Self> |
Definition at line 99 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::FixedImagePointer = typename FixedImageType::ConstPointer |
Definition at line 128 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::FixedImageType = TFixedImage |
Image Types to use in the initialization of the transform.
Definition at line 119 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::InputPointType = typename TransformType::InputPointType |
Convenience type alias.
Definition at line 135 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::LandmarkPointContainer = std::vector<LandmarkPointType> |
Definition at line 140 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::LandmarkPointType = Point<double, ImageDimension> |
Definition at line 139 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::LandmarkWeightConstIterator = LandmarkWeightType::const_iterator |
Definition at line 146 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::LandmarkWeightType = std::vector<double> |
Definition at line 145 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::MovingImagePointer = typename MovingImageType::ConstPointer |
Definition at line 129 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::MovingImageType = TMovingImage |
Definition at line 120 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::OutputVectorType = typename TransformType::OutputVectorType |
Definition at line 136 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::ParametersType = typename TransformType::ParametersType |
Definition at line 143 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::ParametersValueType = typename ParametersType::ValueType |
Definition at line 144 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::Pointer = SmartPointer<Self> |
Definition at line 98 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::PointsContainerConstIterator = typename LandmarkPointContainer::const_iterator |
Definition at line 141 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::PointType3D = Point<double, 3> |
Definition at line 138 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::Rigid2DTransformType = Rigid2DTransform<ParametersValueType> |
Definition at line 174 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::Self = LandmarkBasedTransformInitializer |
Standard class type aliases.
Definition at line 96 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::Similarity3DTransformType = Similarity3DTransform<ParametersValueType> |
Definition at line 173 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::Superclass = Object |
Definition at line 97 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::TransformPointer = typename TransformType::Pointer |
Definition at line 109 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::TransformType = TTransform |
Type of the transform to initialize.
Definition at line 108 of file itkLandmarkBasedTransformInitializer.h.
using itk::LandmarkBasedTransformInitializer< TTransform, TFixedImage, TMovingImage >::VersorRigid3DTransformType = VersorRigid3DTransform<ParametersValueType> |
Supported Transform type alias.
Definition at line 172 of file itkLandmarkBasedTransformInitializer.h.
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Reimplemented from itk::Object.
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Initialize the transform from the landmarks.
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Initializer for AffineTransform.
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Initializer for BSplineTransform.
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Initializer for Rigid2DTransform.
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Initializer for Similarity3DTransform.
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Fallback Initializer just sets transform to identity.
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Initializer for VersorRigid3D.
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New macro for creation of through a Smart Pointer.
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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::Object.
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Set the number of control points to define the parametric domain for the BSpline transform.
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Set the Fixed landmark point containers.
Definition at line 150 of file itkLandmarkBasedTransformInitializer.h.
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Set the landmark weight point containers Weight includes diagonal elements of weight matrix.
Definition at line 166 of file itkLandmarkBasedTransformInitializer.h.
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Set the Moving landmark point containers.
Definition at line 157 of file itkLandmarkBasedTransformInitializer.h.
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Set the reference image to define the parametric domain for the BSpline transform.
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Set the transform to be initialized.
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Determine the image dimension.
Definition at line 132 of file itkLandmarkBasedTransformInitializer.h.
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Dimension of parameters.
Definition at line 112 of file itkLandmarkBasedTransformInitializer.h.
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Definition at line 230 of file itkLandmarkBasedTransformInitializer.h.
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Definition at line 225 of file itkLandmarkBasedTransformInitializer.h.
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Weights for affine landmarks.
Definition at line 229 of file itkLandmarkBasedTransformInitializer.h.
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Definition at line 226 of file itkLandmarkBasedTransformInitializer.h.
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Definition at line 223 of file itkLandmarkBasedTransformInitializer.h.
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Definition at line 224 of file itkLandmarkBasedTransformInitializer.h.
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Definition at line 113 of file itkLandmarkBasedTransformInitializer.h.
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Definition at line 177 of file itkLandmarkBasedTransformInitializer.h.