#include <itkDemonsRegistrationFilter.h>
Deformably register two images using the demons algorithm.
DemonsRegistrationFilter implements the demons 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 algorithm has one parameters: the number of iteration to be performed.
The output displacement field can be obtained via methods GetOutput or GetDisplacementField.
This class make use of the finite difference solver hierarchy. Update for each iteration is computed in DemonsRegistrationFunction.
Definition at line 63 of file itkDemonsRegistrationFilter.h.
Static Public Member Functions | |
static Pointer | New () |
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static Pointer | New () |
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static double | GetGlobalDefaultCoordinateTolerance () |
static double | GetGlobalDefaultDirectionTolerance () |
static void | SetGlobalDefaultCoordinateTolerance (double) |
static void | SetGlobalDefaultDirectionTolerance (double) |
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static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool val) |
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static void | BreakOnError () |
static Pointer | New () |
Private Attributes | |
bool | m_UseMovingImageGradient {} |
Additional Inherited Members | |
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static constexpr unsigned int | ImageDimension = Superclass::ImageDimension |
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static constexpr unsigned int | ImageDimension |
static constexpr unsigned int | ImageDimension |
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static constexpr unsigned int | ImageDimension = OutputImageType::ImageDimension |
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static constexpr unsigned int | InputImageDimension |
static constexpr unsigned int | InputImageDimension |
static constexpr unsigned int | OutputImageDimension |
static constexpr unsigned int | OutputImageDimension |
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static constexpr unsigned int | InputImageDimension = TInputImage::ImageDimension |
static constexpr unsigned int | OutputImageDimension = TOutputImage::ImageDimension |
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static constexpr unsigned int | OutputImageDimension = TOutputImage::ImageDimension |
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using | ThreadRegionType |
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using | InputToOutputRegionCopierType |
using | OutputToInputRegionCopierType |
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static const ImageRegionSplitterBase * | GetGlobalDefaultSplitter () |
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION | ThreaderCallback (void *arg) |
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template<typename TSourceObject> | |
static void | MakeRequiredOutputs (TSourceObject &sourceObject, const DataObjectPointerArraySizeType numberOfRequiredOutputs) |
static constexpr float | progressFixedToFloat (uint32_t fixed) |
static uint32_t | progressFloatToFixed (float f) |
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IdentifierType | m_ElapsedIterations {} |
bool | m_IsInitialized {} |
bool | m_ManualReinitialization {} |
double | m_MaximumRMSError {} |
IdentifierType | m_NumberOfIterations {} |
double | m_RMSChange {} |
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bool | m_DynamicMultiThreading { true } |
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TimeStamp | m_OutputInformationMTime {} |
bool | m_Updating {} |
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std::atomic< int > | m_ReferenceCount {} |
using itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::ConstPointer = SmartPointer<const Self> |
Definition at line 73 of file itkDemonsRegistrationFilter.h.
using itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::DemonsRegistrationFunctionType |
DemonsRegistrationFilterFunction type.
Definition at line 100 of file itkDemonsRegistrationFilter.h.
using itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::DisplacementFieldPointer |
Definition at line 103 of file itkPDEDeformableRegistrationFilter.h.
using itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::DisplacementFieldType |
Deformation field type.
Definition at line 102 of file itkPDEDeformableRegistrationFilter.h.
using itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::FixedImagePointer |
Definition at line 93 of file itkPDEDeformableRegistrationFilter.h.
using itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::FixedImageType |
FixedImage image type.
Definition at line 92 of file itkPDEDeformableRegistrationFilter.h.
using itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::MovingImagePointer |
Definition at line 98 of file itkPDEDeformableRegistrationFilter.h.
using itk::PDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::MovingImageType |
MovingImage image type.
Definition at line 97 of file itkPDEDeformableRegistrationFilter.h.
using itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::Pointer = SmartPointer<Self> |
Definition at line 72 of file itkDemonsRegistrationFilter.h.
using itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::Self = DemonsRegistrationFilter |
Standard class type aliases.
Definition at line 70 of file itkDemonsRegistrationFilter.h.
using itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField >::Superclass = PDEDeformableRegistrationFilter<TFixedImage, TMovingImage, TDisplacementField> |
Definition at line 71 of file itkDemonsRegistrationFilter.h.
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Referenced by GetNameOfClass().
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overrideprotecteddefault |
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overrideprotectedvirtual |
Apply update.
Implements itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >.
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Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.
Reimplemented from itk::LightObject.
Reimplemented in itk::GPUImageToImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, and itk::GPUPDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >.
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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. This is value is only available for the previous iteration and NOT the current iteration.
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Reimplemented from itk::LightObject.
Reimplemented in itk::GPUDenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, itk::GPUFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, itk::GPUImageToImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, itk::GPUInPlaceImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, and itk::GPUPDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >.
References DemonsRegistrationFilter().
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Switch between using the fixed image and moving image gradient for computing the displacement field updates.
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Initialize the state of filter and equation before each iteration.
Reimplemented from itk::FiniteDifferenceImageFilter< TInputImage, TOutputImage >.
Reimplemented in itk::GPUFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, and itk::GPUPDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >.
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Method for creation through the object factory.
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overrideprotectedvirtual |
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::LightObject.
Reimplemented in itk::GPUDenseFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, itk::GPUFiniteDifferenceImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, itk::GPUImageToImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, itk::GPUInPlaceImageFilter< TDisplacementField, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >, and itk::GPUPDEDeformableRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField, itk::DemonsRegistrationFilter< TFixedImage, TMovingImage, TDisplacementField > >.
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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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Switch between using the fixed image and moving image gradient for computing the displacement field updates.
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Switch between using the fixed image and moving image gradient for computing the displacement field updates.
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Switch between using the fixed image and moving image gradient for computing the displacement field updates.
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Override VerifyInputInformation() since this filter's inputs do not need to occupy the same physical space.
Reimplemented from itk::ProcessObject.
Definition at line 148 of file itkDemonsRegistrationFilter.h.
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Definition at line 152 of file itkDemonsRegistrationFilter.h.