template<class TFixedImage, class TMovingImage>
class itk::SumSquaredTissueVolumeDifferenceImageToImageMetric< TFixedImage, TMovingImage >
Compute sum of square tissue volume difference between two images.
This Class is templated over the type of the fixed and moving images to be compared.
This metrics implements a mass-preserving image similarity term, as described by both Yin et al. and Gorbunova et al. Essentially, the similarity term is equivalent to the sum of squared differences between pixels in the moving and fixed images, except the intensity of the moving image is first scaled by the determinant of the spatial Jacobian to correct for density effects on image intensity. Gorbunova et al. provide the analytical gradient of the cost function with respect to the transform parameters, which is implemented here.
This implementation is based on the AdvancedImageToImageMetric, which means that:
- It uses the ImageSampler-framework
- It makes use of the compact support of B-splines, in case of B-spline transforms.
- Image derivatives are computed using either the B-spline interpolator's implementation or by nearest neighbor interpolation of a precomputed central difference image.
- A minimum number of samples that should map within the moving image (mask) can be specified.
References:
[1] Yin, Y., Hoffman, E. A., & Lin, C. L. (2009). Mass preserving nonrigid registration of CT lung images using cubic B-spline. Medical physics, 36(9), 4213-4222. [2] Gorbunova, V., Sporring, J., Lo, P., Loeve, M., Tiddens, H. A., Nielsen, M., Dirksen, A., de Bruijne, M. (2012). Mass preserving image registration for lung CT. Medical image analysis, 16(4), 786-795.
Definition at line 61 of file itkSumSquaredTissueVolumeDifferenceImageToImageMetric.h.
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typedef SmartPointer< const Self > | ConstPointer |
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typedef Superclass::CoordinateRepresentationType | CoordinateRepresentationType |
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typedef Superclass::DerivativeType | DerivativeType |
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typedef Superclass::DerivativeValueType | DerivativeValueType |
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typedef Superclass::FixedImageConstPointer | FixedImageConstPointer |
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typedef Superclass::FixedImageLimiterOutputType | FixedImageLimiterOutputType |
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typedef Superclass::FixedImageLimiterType | FixedImageLimiterType |
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typedef Superclass::FixedImageMaskPointer | FixedImageMaskPointer |
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typedef Superclass::FixedImageMaskType | FixedImageMaskType |
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typedef Superclass::FixedImagePixelType | FixedImagePixelType |
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typedef Superclass::FixedImageRegionType | FixedImageRegionType |
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typedef Superclass::FixedImageType | FixedImageType |
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typedef Superclass::GradientImageFilterPointer | GradientImageFilterPointer |
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typedef Superclass::GradientImageFilterType | GradientImageFilterType |
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typedef Superclass::GradientImagePointer | GradientImagePointer |
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typedef Superclass::GradientImageType | GradientImageType |
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typedef Superclass::GradientPixelType | GradientPixelType |
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typedef Superclass::ImageSampleContainerPointer | ImageSampleContainerPointer |
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typedef Superclass::ImageSampleContainerType | ImageSampleContainerType |
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typedef Superclass::ImageSamplerPointer | ImageSamplerPointer |
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typedef Superclass::ImageSamplerType | ImageSamplerType |
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typedef Superclass::InputPointType | InputPointType |
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typedef TransformType::InternalMatrixType | InternalMatrixType |
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typedef Superclass::InterpolatorPointer | InterpolatorPointer |
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typedef Superclass::InterpolatorType | InterpolatorType |
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typedef TransformType::JacobianOfSpatialHessianType | JacobianOfSpatialHessianType |
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typedef TransformType::JacobianOfSpatialJacobianType | JacobianOfSpatialJacobianType |
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typedef Superclass::MeasureType | MeasureType |
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typedef Superclass::MovingImageConstPointer | MovingImageConstPointer |
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typedef Superclass::MovingImageDerivativeScalesType | MovingImageDerivativeScalesType |
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typedef Superclass::MovingImageLimiterOutputType | MovingImageLimiterOutputType |
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typedef Superclass::MovingImageLimiterType | MovingImageLimiterType |
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typedef Superclass::MovingImageMaskPointer | MovingImageMaskPointer |
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typedef Superclass::MovingImageMaskType | MovingImageMaskType |
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typedef Superclass::MovingImagePixelType | MovingImagePixelType |
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typedef Superclass::MovingImageRegionType | MovingImageRegionType |
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typedef Superclass::MovingImageType | MovingImageType |
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typedef Superclass::OutputPointType | OutputPointType |
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typedef Superclass::ParametersType | ParametersType |
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typedef SmartPointer< Self > | Pointer |
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typedef Superclass::RealType | RealType |
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typedef SumSquaredTissueVolumeDifferenceImageToImageMetric | Self |
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typedef TransformType::SpatialHessianType | SpatialHessianType |
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typedef TransformType::SpatialJacobianType | SpatialJacobianType |
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typedef AdvancedImageToImageMetric< TFixedImage, TMovingImage > | Superclass |
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typedef Superclass::TransformJacobianType | TransformJacobianType |
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typedef Superclass::TransformParametersType | TransformParametersType |
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typedef Superclass::AdvancedTransformType | TransformType |
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typedef AdvancedTransform< ScalarType, FixedImageDimension, MovingImageDimension > | AdvancedTransformType |
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typedef BSplineOrder1TransformType::Pointer | BSplineOrder1TransformPointer |
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typedef AdvancedBSplineDeformableTransform< ScalarType, FixedImageDimension, 1 > | BSplineOrder1TransformType |
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typedef BSplineOrder2TransformType::Pointer | BSplineOrder2TransformPointer |
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typedef AdvancedBSplineDeformableTransform< ScalarType, FixedImageDimension, 2 > | BSplineOrder2TransformType |
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typedef BSplineOrder3TransformType::Pointer | BSplineOrder3TransformPointer |
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typedef AdvancedBSplineDeformableTransform< ScalarType, FixedImageDimension, 3 > | BSplineOrder3TransformType |
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typedef AdvancedCombinationTransform< ScalarType, FixedImageDimension > | CombinationTransformType |
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typedef SmartPointer< const Self > | ConstPointer |
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typedef Superclass::CoordinateRepresentationType | CoordinateRepresentationType |
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typedef Superclass::DerivativeType | DerivativeType |
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typedef DerivativeType::ValueType | DerivativeValueType |
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typedef Superclass::FixedImageConstPointer | FixedImageConstPointer |
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typedef FixedImageLimiterType::OutputType | FixedImageLimiterOutputType |
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typedef FixedImageLimiterType::Pointer | FixedImageLimiterPointer |
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typedef LimiterFunctionBase< RealType, FixedImageDimension > | FixedImageLimiterType |
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typedef Superclass::FixedImageMaskPointer | FixedImageMaskPointer |
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typedef ImageMaskSpatialObject< itkGetStaticConstMacro(FixedImageDimension) > | FixedImageMaskSpatialObject2Type |
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typedef Superclass::FixedImageMaskType | FixedImageMaskType |
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typedef FixedImageType::PixelType | FixedImagePixelType |
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typedef FixedImageType::Pointer | FixedImagePointer |
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typedef Superclass::FixedImageRegionType | FixedImageRegionType |
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typedef Superclass::FixedImageType | FixedImageType |
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typedef Superclass::GradientImageFilterPointer | GradientImageFilterPointer |
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typedef Superclass::GradientImageFilterType | GradientImageFilterType |
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typedef Superclass::GradientImagePointer | GradientImagePointer |
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typedef Superclass::GradientImageType | GradientImageType |
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typedef Superclass::GradientPixelType | GradientPixelType |
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typedef vnl_sparse_matrix< HessianValueType > | HessianType |
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typedef DerivativeType::ValueType | HessianValueType |
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typedef ImageSamplerType::OutputVectorContainerPointer | ImageSampleContainerPointer |
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typedef ImageSamplerType::OutputVectorContainerType | ImageSampleContainerType |
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typedef ImageSamplerType::Pointer | ImageSamplerPointer |
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typedef ImageSamplerBase< FixedImageType > | ImageSamplerType |
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typedef Superclass::InputPointType | InputPointType |
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typedef Superclass::InterpolatorPointer | InterpolatorPointer |
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typedef Superclass::InterpolatorType | InterpolatorType |
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typedef Superclass::MeasureType | MeasureType |
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typedef Superclass::MovingImageConstPointer | MovingImageConstPointer |
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typedef FixedArray< double, Self::MovingImageDimension > | MovingImageDerivativeScalesType |
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typedef MovingImageLimiterType::OutputType | MovingImageLimiterOutputType |
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typedef MovingImageLimiterType::Pointer | MovingImageLimiterPointer |
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typedef LimiterFunctionBase< RealType, MovingImageDimension > | MovingImageLimiterType |
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typedef Superclass::MovingImageMaskPointer | MovingImageMaskPointer |
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typedef ImageMaskSpatialObject< itkGetStaticConstMacro(MovingImageDimension) > | MovingImageMaskSpatialObject2Type |
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typedef Superclass::MovingImageMaskType | MovingImageMaskType |
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typedef Superclass::MovingImagePixelType | MovingImagePixelType |
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typedef MovingImageType::Pointer | MovingImagePointer |
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typedef MovingImageType::RegionType | MovingImageRegionType |
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typedef Superclass::MovingImageType | MovingImageType |
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typedef AdvancedTransformType::NumberOfParametersType | NumberOfParametersType |
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typedef Superclass::OutputPointType | OutputPointType |
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typedef Superclass::ParametersType | ParametersType |
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typedef SmartPointer< Self > | Pointer |
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typedef Superclass::RealType | RealType |
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typedef TransformType::ScalarType | ScalarType |
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typedef AdvancedImageToImageMetric | Self |
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typedef ImageToImageMetric< TFixedImage, TMovingImage > | Superclass |
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typedef itk::PlatformMultiThreader | ThreaderType |
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typedef ThreaderType::WorkUnitInfo | ThreadInfoType |
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typedef Superclass::TransformJacobianType | TransformJacobianType |
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typedef Superclass::TransformParametersType | TransformParametersType |
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typedef Superclass::TransformPointer | TransformPointer |
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typedef Superclass::TransformType | TransformType |
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virtual RealType | GetAirValue () |
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virtual const char * | GetClassName () const |
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void | GetDerivative (const TransformParametersType ¶meters, DerivativeType &derivative) const override |
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virtual RealType | GetTissueValue () |
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MeasureType | GetValue (const TransformParametersType ¶meters) const override |
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void | GetValueAndDerivative (const TransformParametersType ¶meters, MeasureType &Value, DerivativeType &Derivative) const override |
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void | GetValueAndDerivativeSingleThreaded (const TransformParametersType ¶meters, MeasureType &measure, DerivativeType &derivative) const |
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virtual MeasureType | GetValueSingleThreaded (const TransformParametersType ¶meters) const |
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| itkStaticConstMacro (FixedImageDimension, unsigned int, FixedImageType::ImageDimension) |
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| itkStaticConstMacro (MovingImageDimension, unsigned int, MovingImageType::ImageDimension) |
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virtual void | SetAirValue (RealType _arg) |
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virtual void | SetTissueValue (RealType _arg) |
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virtual void | BeforeThreadedGetValueAndDerivative (const TransformParametersType ¶meters) const |
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virtual const char * | GetClassName () const |
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virtual const FixedImageLimiterType * | GetFixedImageLimiter () |
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virtual double | GetFixedLimitRangeRatio () const |
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virtual ImageSamplerType * | GetImageSampler (void) const |
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virtual const MovingImageDerivativeScalesType & | GetMovingImageDerivativeScales () |
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virtual const MovingImageLimiterType * | GetMovingImageLimiter () |
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virtual double | GetMovingLimitRangeRatio () const |
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virtual double | GetRequiredRatioOfValidSamples () const |
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virtual bool | GetScaleGradientWithRespectToMovingImageOrientation () const |
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virtual void | GetSelfHessian (const TransformParametersType ¶meters, HessianType &H) const |
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const AdvancedTransformType * | GetTransform (void) const override |
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virtual bool | GetUseFixedImageLimiter () const |
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virtual bool | GetUseImageSampler () const |
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virtual const bool & | GetUseMetricSingleThreaded () |
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virtual bool | GetUseMovingImageDerivativeScales () const |
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virtual bool | GetUseMovingImageLimiter () const |
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virtual const bool & | GetUseMultiThread () |
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void | Initialize (void) override |
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| itkStaticConstMacro (FixedImageDimension, unsigned int, TFixedImage::ImageDimension) |
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| itkStaticConstMacro (MovingImageDimension, unsigned int, TMovingImage::ImageDimension) |
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virtual void | SetFixedImageLimiter (FixedImageLimiterType *_arg) |
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virtual void | SetFixedLimitRangeRatio (double _arg) |
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virtual void | SetImageSampler (ImageSamplerType *_arg) |
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virtual void | SetMovingImageDerivativeScales (MovingImageDerivativeScalesType _arg) |
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virtual void | SetMovingImageLimiter (MovingImageLimiterType *_arg) |
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virtual void | SetMovingLimitRangeRatio (double _arg) |
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virtual void | SetNumberOfWorkUnits (ThreadIdType numberOfThreads) |
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virtual void | SetRequiredRatioOfValidSamples (double _arg) |
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virtual void | SetScaleGradientWithRespectToMovingImageOrientation (bool _arg) |
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virtual void | SetTransform (AdvancedTransformType *arg) |
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virtual void | SetUseMetricSingleThreaded (bool _arg) |
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virtual void | SetUseMovingImageDerivativeScales (bool _arg) |
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virtual void | SetUseMultiThread (bool _arg) |
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virtual void | UseMetricSingleThreadedOff () |
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virtual void | UseMetricSingleThreadedOn () |
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virtual void | UseMultiThreadOff () |
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virtual void | UseMultiThreadOn () |
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void | AfterThreadedGetValue (MeasureType &value) const override |
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void | AfterThreadedGetValueAndDerivative (MeasureType &measure, DerivativeType &derivative) const override |
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bool | EvaluateInverseSpatialJacobian (const SpatialJacobianType &spatialJacobian, const RealType spatialJacobianDeterminant, SpatialJacobianType &inverseSpatialJacobian) const |
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void | EvaluateJacobianOfSpatialJacobianDeterminantInnerProduct (const JacobianOfSpatialJacobianType &jacobianOfSpatialJacobian, const SpatialJacobianType &inverseSpatialJacobian, DerivativeType &jacobianOfSpatialJacobianDeterminant) const |
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void | EvaluateTransformJacobianInnerProduct (const TransformJacobianType &jacobian, const MovingImageDerivativeType &movingImageDerivative, DerivativeType &imageJacobian) const override |
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void | PrintSelf (std::ostream &os, Indent indent) const override |
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| SumSquaredTissueVolumeDifferenceImageToImageMetric () |
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void | ThreadedGetValue (ThreadIdType threadID) override |
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void | ThreadedGetValueAndDerivative (ThreadIdType threadId) override |
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void | UpdateValueAndDerivativeTerms (const RealType fixedImageValue, const RealType movingImageValue, const DerivativeType &imageJacobian, const NonZeroJacobianIndicesType &nzji, const RealType spatialJacobianDeterminant, const DerivativeType &jacobianOfSpatialJacobianDeterminant, MeasureType &measure, DerivativeType &deriv) const |
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| ~SumSquaredTissueVolumeDifferenceImageToImageMetric () override |
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| AdvancedImageToImageMetric () |
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virtual void | AfterThreadedGetValue (MeasureType &value) const |
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virtual void | AfterThreadedGetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const |
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virtual void | CheckForAdvancedTransform (void) |
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virtual void | CheckForBSplineInterpolator (void) |
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virtual void | CheckForBSplineTransform (void) const |
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virtual void | CheckNumberOfSamples (unsigned long wanted, unsigned long found) const |
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virtual bool | EvaluateMovingImageValueAndDerivative (const MovingImagePointType &mappedPoint, RealType &movingImageValue, MovingImageDerivativeType *gradient) const |
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virtual bool | EvaluateTransformJacobian (const FixedImagePointType &fixedImagePoint, TransformJacobianType &jacobian, NonZeroJacobianIndicesType &nzji) const |
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virtual void | EvaluateTransformJacobianInnerProduct (const TransformJacobianType &jacobian, const MovingImageDerivativeType &movingImageDerivative, DerivativeType &imageJacobian) const |
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virtual void | InitializeImageSampler (void) |
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virtual void | InitializeLimiters (void) |
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virtual void | InitializeThreadingParameters (void) const |
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virtual bool | IsInsideMovingMask (const MovingImagePointType &point) const |
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| itkAlignedTypedef (ITK_CACHE_LINE_ALIGNMENT, PaddedGetValueAndDerivativePerThreadStruct, AlignedGetValueAndDerivativePerThreadStruct) |
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| itkAlignedTypedef (ITK_CACHE_LINE_ALIGNMENT, PaddedGetValuePerThreadStruct, AlignedGetValuePerThreadStruct) |
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| itkPadStruct (ITK_CACHE_LINE_ALIGNMENT, GetValueAndDerivativePerThreadStruct, PaddedGetValueAndDerivativePerThreadStruct) |
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| itkPadStruct (ITK_CACHE_LINE_ALIGNMENT, GetValuePerThreadStruct, PaddedGetValuePerThreadStruct) |
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void | LaunchGetValueAndDerivativeThreaderCallback (void) const |
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void | LaunchGetValueThreaderCallback (void) const |
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void | PrintSelf (std::ostream &os, Indent indent) const override |
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virtual void | SetUseFixedImageLimiter (bool _arg) |
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virtual void | SetUseImageSampler (bool _arg) |
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virtual void | SetUseMovingImageLimiter (bool _arg) |
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virtual void | ThreadedGetValue (ThreadIdType threadID) |
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virtual void | ThreadedGetValueAndDerivative (ThreadIdType threadID) |
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virtual bool | TransformPoint (const FixedImagePointType &fixedImagePoint, MovingImagePointType &mappedPoint) const |
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| ~AdvancedImageToImageMetric () override |
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