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using | ConstPointer = SmartPointer< const Self > |
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using | DerivativeType = typename Superclass::DerivativeType |
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using | DerivativeValueType = typename Superclass::DerivativeValueType |
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using | FixedImageGradientType = typename Superclass::FixedImageGradientType |
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using | FixedImageJacobianType = typename FixedTransformType::JacobianType |
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using | FixedImagePixelType = typename Superclass::FixedImagePixelType |
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using | FixedImagePointType = typename Superclass::FixedImagePointType |
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using | FixedImageType = typename Superclass::FixedImageType |
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using | FixedOutputPointType = typename Superclass::FixedOutputPointType |
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using | FixedTransformJacobianType = typename Superclass::FixedTransformType::JacobianType |
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using | FixedTransformType = typename Superclass::FixedTransformType |
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using | ImageDimensionType = typename Superclass::ImageDimensionType |
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using | ImageRegionType = typename VirtualImageType::RegionType |
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using | IndexType = typename VirtualImageType::IndexType |
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using | JacobianType = typename Superclass::JacobianType |
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using | MeasureType = typename Superclass::MeasureType |
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using | MovingImageGradientType = typename Superclass::MovingImageGradientType |
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using | MovingImageJacobianType = typename MovingTransformType::JacobianType |
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using | MovingImagePixelType = typename Superclass::MovingImagePixelType |
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using | MovingImagePointType = typename Superclass::MovingImagePointType |
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using | MovingImageType = typename Superclass::MovingImageType |
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using | MovingOutputPointType = typename Superclass::MovingOutputPointType |
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using | MovingTransformJacobianType = typename Superclass::MovingTransformType::JacobianType |
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using | MovingTransformType = typename Superclass::MovingTransformType |
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using | NumberOfParametersType = typename Superclass::NumberOfParametersType |
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using | Pointer = SmartPointer< Self > |
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using | RadiusType = typename VirtualImageType::SizeType |
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using | Self = ANTSNeighborhoodCorrelationImageToImageMetricv4 |
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using | Superclass = ImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits > |
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using | VirtualImageGradientType = typename Superclass::VirtualImageGradientType |
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using | VirtualImageType = typename Superclass::VirtualImageType |
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using | VirtualPointType = typename Superclass::VirtualPointType |
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using | ConstPointer = SmartPointer< const Self > |
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using | CoordinateRepresentationType = typename Superclass::CoordinateRepresentationType |
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using | DefaultFixedImageGradientCalculator = typename MetricTraits::DefaultFixedImageGradientCalculator |
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using | DefaultFixedImageGradientFilter = typename MetricTraits::DefaultFixedImageGradientFilter |
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using | DefaultMovingImageGradientCalculator = typename MetricTraits::DefaultMovingImageGradientCalculator |
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using | DefaultMovingImageGradientFilter = typename MetricTraits::DefaultMovingImageGradientFilter |
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using | DerivativeType = typename Superclass::DerivativeType |
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using | DerivativeValueType = typename DerivativeType::ValueType |
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using | DimensionType = typename Superclass::DimensionType |
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using | FixedGradientPixelType = typename MetricTraits::FixedGradientPixelType |
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using | FixedImageComponentGradientType = CovariantVector< typename FixedImageGradientType::ValueType, FixedImageDimension > |
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using | FixedImageConstPointer = typename FixedImageType::ConstPointer |
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using | FixedImageGradientCalculatorPointer = typename FixedImageGradientCalculatorType::Pointer |
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using | FixedImageGradientCalculatorType = typename MetricTraits::FixedImageGradientCalculatorType |
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using | FixedImageGradientFilterPointer = typename FixedImageGradientFilterType::Pointer |
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using | FixedImageGradientFilterType = typename MetricTraits::FixedImageGradientFilterType |
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using | FixedImageGradientImagePointer = typename FixedImageGradientImageType::Pointer |
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using | FixedImageGradientImageType = typename MetricTraits::FixedImageGradientImageType |
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using | FixedImageGradientType = typename MetricTraits::FixedImageGradientType |
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using | FixedImageIndexType = typename FixedImageType::IndexType |
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using | FixedImageMaskConstPointer = typename FixedImageMaskType::ConstPointer |
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using | FixedImageMaskPointer = typename FixedImageMaskType::Pointer |
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using | FixedImageMaskType = SpatialObject< Self::FixedImageDimension > |
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using | FixedImagePixelType = typename FixedImageType::PixelType |
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using | FixedImagePointer = typename FixedImageType::Pointer |
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using | FixedImagePointType = typename FixedImageType::PointType |
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using | FixedImageType = TFixedImage |
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using | FixedInputPointType = typename Superclass::FixedInputPointType |
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using | FixedInterpolatorPointer = typename FixedInterpolatorType::Pointer |
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using | FixedInterpolatorType = InterpolateImageFunction< FixedImageType, CoordinateRepresentationType > |
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using | FixedOutputPointType = typename Superclass::FixedOutputPointType |
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using | FixedPixelType = FixedImagePixelType |
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using | FixedRealType = typename MetricTraits::FixedRealType |
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using | FixedSampledPointSetConstPointer = typename FixedSampledPointSetType::ConstPointer |
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using | FixedSampledPointSetPointer = typename FixedSampledPointSetType::Pointer |
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using | FixedSampledPointSetType = PointSet< typename FixedImageType::PixelType, Self::FixedImageDimension > |
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using | FixedScalarRealType = typename NumericTraits< FixedRealType >::ScalarRealType |
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using | FixedTransformJacobianType = typename Superclass::FixedTransformJacobianType |
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using | FixedTransformParametersType = typename Superclass::FixedTransformParametersType |
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using | FixedTransformPointer = typename Superclass::FixedTransformPointer |
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using | FixedTransformType = typename Superclass::FixedTransformType |
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using | GradientSourceEnum = typename Superclass::GradientSourceEnum |
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using | ImageDimensionType = typename Superclass::DimensionType |
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using | InternalComputationValueType = TInternalComputationValueType |
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using | JacobianType = typename Superclass::JacobianType |
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using | MeasureType = typename Superclass::MeasureType |
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using | MetricTraits = TMetricTraits |
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using | MovingGradientPixelType = typename MetricTraits::MovingGradientPixelType |
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using | MovingImageComponentGradientType = CovariantVector< typename MovingImageGradientType::ValueType, MovingImageDimension > |
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using | MovingImageConstPointer = typename MovingImageType::ConstPointer |
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using | MovingImageGradientCalculatorPointer = typename MovingImageGradientCalculatorType::Pointer |
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using | MovingImageGradientCalculatorType = typename MetricTraits::MovingImageGradientCalculatorType |
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using | MovingImageGradientFilterPointer = typename MovingImageGradientFilterType::Pointer |
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using | MovingImageGradientFilterType = typename MetricTraits::MovingImageGradientFilterType |
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using | MovingImageGradientImagePointer = typename MovingImageGradientImageType::Pointer |
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using | MovingImageGradientImageType = typename MetricTraits::MovingImageGradientImageType |
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using | MovingImageGradientType = typename MetricTraits::MovingImageGradientType |
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using | MovingImageIndexType = typename MovingImageType::IndexType |
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using | MovingImageMaskConstPointer = typename MovingImageMaskType::ConstPointer |
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using | MovingImageMaskPointer = typename MovingImageMaskType::Pointer |
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using | MovingImageMaskType = SpatialObject< Self::MovingImageDimension > |
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using | MovingImagePixelType = typename MovingImageType::PixelType |
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using | MovingImagePointer = typename MovingImageType::Pointer |
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using | MovingImagePointType = typename MovingImageType::PointType |
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using | MovingImageRegionType = typename MovingImageType::RegionType |
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using | MovingImageType = TMovingImage |
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using | MovingInputPointType = typename Superclass::MovingInputPointType |
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using | MovingInterpolatorPointer = typename MovingInterpolatorType::Pointer |
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using | MovingInterpolatorType = InterpolateImageFunction< MovingImageType, CoordinateRepresentationType > |
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using | MovingOutputPointType = typename Superclass::MovingOutputPointType |
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using | MovingPixelType = MovingImagePixelType |
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using | MovingRealType = typename MetricTraits::MovingRealType |
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using | MovingScalarRealType = typename NumericTraits< MovingRealType >::ScalarRealType |
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using | MovingTransformJacobianType = typename Superclass::MovingTransformJacobianType |
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using | MovingTransformParametersType = typename Superclass::MovingTransformParametersType |
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using | MovingTransformPointer = typename Superclass::MovingTransformPointer |
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using | MovingTransformType = typename Superclass::MovingTransformType |
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using | NumberOfParametersType = typename Superclass::NumberOfParametersType |
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using | ObjectType = typename Superclass::ObjectType |
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using | ParametersType = typename Superclass::ParametersType |
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using | ParametersValueType = typename Superclass::ParametersValueType |
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using | Pointer = SmartPointer< Self > |
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using | Self = ImageToImageMetricv4 |
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using | Superclass = ObjectToObjectMetric< TFixedImage::ImageDimension, TMovingImage::ImageDimension, TVirtualImage, TInternalComputationValueType > |
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using | VirtualDirectionType = typename Superclass::VirtualDirectionType |
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using | VirtualImageComponentGradientType = CovariantVector< typename VirtualImageGradientType::ValueType, VirtualImageDimension > |
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using | VirtualImageGradientType = typename MetricTraits::VirtualImageGradientType |
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using | VirtualImagePointer = typename Superclass::VirtualImagePointer |
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using | VirtualImageType = typename Superclass::VirtualImageType |
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using | VirtualIndexType = typename Superclass::VirtualIndexType |
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using | VirtualOriginType = typename Superclass::VirtualPointType |
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using | VirtualPixelType = typename Superclass::VirtualPixelType |
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using | VirtualPointSetPointer = typename Superclass::VirtualPointSetPointer |
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using | VirtualPointSetType = typename Superclass::VirtualPointSetType |
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using | VirtualPointType = typename Superclass::VirtualPointType |
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using | VirtualRadiusType = typename Superclass::VirtualSizeType |
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using | VirtualRegionType = typename Superclass::VirtualRegionType |
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using | VirtualSizeType = typename Superclass::VirtualSizeType |
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using | VirtualSpacingType = typename Superclass::VirtualSpacingType |
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using | MetricCategoryType = typename Superclass::MetricCategoryType |
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using | ConstPointer = SmartPointer< const Self > |
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using | CoordinateRepresentationType = TInternalComputationValueType |
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using | DerivativeType = typename Superclass::DerivativeType |
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using | DerivativeValueType = typename Superclass::DerivativeValueType |
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using | DimensionType = SizeValueType |
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using | FixedInputPointType = typename FixedTransformType::InputPointType |
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using | FixedOutputPointType = typename FixedTransformType::OutputPointType |
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using | FixedTransformJacobianType = typename FixedTransformType::JacobianType |
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using | FixedTransformParametersType = typename FixedTransformType::ParametersType |
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using | FixedTransformPointer = typename FixedTransformType::Pointer |
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using | FixedTransformType = Transform< TInternalComputationValueType, TVirtualImage::ImageDimension, TFixedDimension > |
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using | GradientSourceEnum = typename Superclass::GradientSourceEnum |
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using | InternalComputationValueType = TInternalComputationValueType |
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using | JacobianType = typename FixedTransformType::JacobianType |
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using | MeasureType = typename Superclass::MeasureType |
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using | MovingDisplacementFieldTransformType = DisplacementFieldTransform< CoordinateRepresentationType, Self::MovingDimension > |
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using | MovingInputPointType = typename MovingTransformType::InputPointType |
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using | MovingOutputPointType = typename MovingTransformType::OutputPointType |
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using | MovingTransformJacobianType = typename MovingTransformType::JacobianType |
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using | MovingTransformParametersType = typename MovingTransformType::ParametersType |
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using | MovingTransformPointer = typename MovingTransformType::Pointer |
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using | MovingTransformType = Transform< TInternalComputationValueType, TVirtualImage::ImageDimension, TMovingDimension > |
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using | NumberOfParametersType = typename Superclass::NumberOfParametersType |
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using | ObjectType = typename Superclass::Object |
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using | ParametersType = typename Superclass::ParametersType |
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using | Pointer = SmartPointer< Self > |
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using | Self = ObjectToObjectMetric |
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using | Superclass = ObjectToObjectMetricBaseTemplate< TInternalComputationValueType > |
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using | VirtualDirectionType = typename VirtualImageType::DirectionType |
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using | VirtualImageConstPointer = typename VirtualImageType::ConstPointer |
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using | VirtualImagePointer = typename VirtualImageType::Pointer |
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using | VirtualImageType = TVirtualImage |
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using | VirtualIndexType = typename VirtualImageType::IndexType |
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using | VirtualOriginType = typename VirtualImageType::PointType |
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using | VirtualPixelType = typename VirtualImageType::PixelType |
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using | VirtualPointSetPointer = typename VirtualPointSetType::Pointer |
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using | VirtualPointSetType = PointSet< VirtualPixelType, Self::VirtualDimension > |
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using | VirtualPointType = typename VirtualImageType::PointType |
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using | VirtualRadiusType = typename VirtualImageType::SizeType |
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using | VirtualRegionType = typename VirtualImageType::RegionType |
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using | VirtualSizeType = typename VirtualRegionType::SizeType |
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using | VirtualSpacingType = typename VirtualImageType::SpacingType |
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using | MetricCategoryType = typename Superclass::MetricCategoryEnum |
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using | ConstPointer = SmartPointer< const Self > |
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using | CoordinateRepresentationType = TInternalComputationValueType |
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using | DerivativeType = typename Superclass::DerivativeType |
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using | DerivativeValueType = typename DerivativeType::ValueType |
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using | MeasureType = typename Superclass::MeasureType |
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using | ObjectConstPointer = typename ObjectType::ConstPointer |
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using | ObjectType = Object |
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using | ParametersType = typename Superclass::ParametersType |
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using | ParametersValueType = TInternalComputationValueType |
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using | Pointer = SmartPointer< Self > |
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using | Self = ObjectToObjectMetricBaseTemplate |
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using | Superclass = SingleValuedCostFunctionv4Template< TInternalComputationValueType > |
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using | GradientSourceEnum = itk::ObjectToObjectMetricBaseTemplateEnums::GradientSource |
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using | NumberOfParametersType = unsigned int |
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using | MetricCategoryEnum = itk::ObjectToObjectMetricBaseTemplateEnums::MetricCategory |
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using | ConstPointer = SmartPointer< const Self > |
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using | DerivativeType = Array< TInternalComputationValueType > |
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using | MeasureType = TInternalComputationValueType |
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using | ParametersType = typename Superclass::ParametersType |
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using | Pointer = SmartPointer< Self > |
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using | Self = SingleValuedCostFunctionv4Template |
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using | Superclass = CostFunctionTemplate< TInternalComputationValueType > |
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using | ConstPointer = SmartPointer< const Self > |
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using | ParametersType = OptimizerParameters< TInternalComputationValueType > |
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using | ParametersValueType = TInternalComputationValueType |
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using | Pointer = SmartPointer< Self > |
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using | Self = CostFunctionTemplate |
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using | Superclass = Object |
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using | ConstPointer = SmartPointer< const Self > |
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using | Pointer = SmartPointer< Self > |
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using | Self = Object |
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using | Superclass = LightObject |
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using | ConstPointer = SmartPointer< const Self > |
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using | Pointer = SmartPointer< Self > |
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using | Self = LightObject |
|
|
virtual ::itk::LightObject::Pointer | CreateAnother () const |
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virtual const char * | GetNameOfClass () const |
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virtual RadiusType | GetRadius () |
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virtual RadiusType | GetRadius () const |
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void | Initialize () override |
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virtual void | SetRadius (RadiusType _arg) |
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void | SetFixedObject (const ObjectType *object) override |
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void | SetMovingObject (const ObjectType *object) override |
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virtual void | SetFixedImage (const FixedImageType *_arg) |
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virtual const FixedImageType * | GetFixedImage () const |
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virtual void | SetMovingImage (const MovingImageType *_arg) |
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virtual const MovingImageType * | GetMovingImage () const |
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virtual void | SetFixedInterpolator (FixedInterpolatorType *_arg) |
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virtual FixedInterpolatorType * | GetModifiableFixedInterpolator () |
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virtual const FixedInterpolatorType * | GetFixedInterpolator () const |
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virtual void | SetMovingInterpolator (MovingInterpolatorType *_arg) |
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virtual MovingInterpolatorType * | GetModifiableMovingInterpolator () |
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virtual const MovingInterpolatorType * | GetMovingInterpolator () const |
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virtual void | SetMovingImageMask (MovingImageMaskType *_arg) |
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virtual void | SetMovingImageMask (const MovingImageMaskType *_arg) |
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virtual const MovingImageMaskType * | GetMovingImageMask () const |
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virtual void | SetFixedImageMask (FixedImageMaskType *_arg) |
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virtual void | SetFixedImageMask (const FixedImageMaskType *_arg) |
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virtual const FixedImageMaskType * | GetFixedImageMask () const |
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virtual void | SetFixedSampledPointSet (FixedSampledPointSetType *_arg) |
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virtual void | SetFixedSampledPointSet (const FixedSampledPointSetType *_arg) |
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virtual const FixedSampledPointSetType * | GetFixedSampledPointSet () const |
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virtual void | SetVirtualSampledPointSet (VirtualPointSetType *_arg) |
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virtual const VirtualPointSetType * | GetVirtualSampledPointSet () const |
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virtual void | SetUseSampledPointSet (bool _arg) |
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virtual const bool & | GetUseSampledPointSet () const |
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virtual void | UseSampledPointSetOn () |
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virtual void | UseSampledPointSetOff () |
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virtual void | SetUseVirtualSampledPointSet (bool _arg) |
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virtual const bool & | GetUseVirtualSampledPointSet () const |
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virtual void | UseVirtualSampledPointSetOn () |
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virtual void | UseVirtualSampledPointSetOff () |
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virtual void | SetFixedImageGradientFilter (FixedImageGradientFilterType *_arg) |
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virtual FixedImageGradientFilterType * | GetModifiableFixedImageGradientFilter () |
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virtual const FixedImageGradientFilterType * | GetFixedImageGradientFilter () const |
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virtual void | SetMovingImageGradientFilter (MovingImageGradientFilterType *_arg) |
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virtual MovingImageGradientFilterType * | GetModifiableMovingImageGradientFilter () |
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virtual const MovingImageGradientFilterType * | GetMovingImageGradientFilter () const |
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virtual void | SetFixedImageGradientCalculator (FixedImageGradientCalculatorType *_arg) |
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virtual FixedImageGradientCalculatorType * | GetModifiableFixedImageGradientCalculator () |
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virtual const FixedImageGradientCalculatorType * | GetFixedImageGradientCalculator () const |
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virtual void | SetMovingImageGradientCalculator (MovingImageGradientCalculatorType *_arg) |
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virtual MovingImageGradientCalculatorType * | GetModifiableMovingImageGradientCalculator () |
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virtual const MovingImageGradientCalculatorType * | GetMovingImageGradientCalculator () const |
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virtual void | SetUseFixedImageGradientFilter (bool _arg) |
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virtual const bool & | GetUseFixedImageGradientFilter () const |
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virtual void | UseFixedImageGradientFilterOn () |
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virtual void | UseFixedImageGradientFilterOff () |
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virtual void | SetUseMovingImageGradientFilter (bool _arg) |
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virtual const bool & | GetUseMovingImageGradientFilter () const |
|
virtual void | UseMovingImageGradientFilterOn () |
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virtual void | UseMovingImageGradientFilterOff () |
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virtual ThreadIdType | GetNumberOfWorkUnitsUsed () const |
|
virtual void | SetMaximumNumberOfWorkUnits (const ThreadIdType number) |
|
virtual ThreadIdType | GetMaximumNumberOfWorkUnits () const |
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virtual void | FinalizeThread (const ThreadIdType) |
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virtual FixedImageGradientImageType * | GetModifiableFixedImageGradientImage () |
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virtual const FixedImageGradientImageType * | GetFixedImageGradientImage () const |
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virtual MovingImageGradientImageType * | GetModifiableMovingImageGradientImage () |
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virtual const MovingImageGradientImageType * | GetMovingImageGradientImage () const |
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SizeValueType | GetNumberOfValidPoints () const override |
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SizeValueType | GetNumberOfDomainPoints () const |
|
virtual void | SetUseFloatingPointCorrection (bool _arg) |
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virtual const bool & | GetUseFloatingPointCorrection () const |
|
virtual void | UseFloatingPointCorrectionOn () |
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virtual void | UseFloatingPointCorrectionOff () |
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virtual void | SetFloatingPointCorrectionResolution (DerivativeValueType _arg) |
|
virtual DerivativeValueType | GetFloatingPointCorrectionResolution () const |
|
void | Initialize () override |
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MeasureType | GetValue () const override |
|
void | GetDerivative (DerivativeType &) const override |
|
void | GetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const override |
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virtual const SizeValueType & | GetNumberOfSkippedFixedSampledPoints () const |
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bool | SupportsArbitraryVirtualDomainSamples () const override |
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MetricCategoryType | GetMetricCategory () const override |
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OffsetValueType | ComputeParameterOffsetFromVirtualIndex (const VirtualIndexType &index, const NumberOfParametersType &numberOfLocalParameters) const |
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OffsetValueType | ComputeParameterOffsetFromVirtualPoint (const VirtualPointType &point, const NumberOfParametersType &numberOfLocalParameters) const |
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virtual const FixedTransformType * | GetFixedTransform () const |
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virtual FixedTransformType * | GetModifiableFixedTransform () |
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virtual MovingTransformType * | GetModifiableMovingTransform () |
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virtual VirtualImageType * | GetModifiableVirtualImage () |
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virtual const MovingTransformType * | GetMovingTransform () const |
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NumberOfParametersType | GetNumberOfLocalParameters () const override |
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NumberOfParametersType | GetNumberOfParameters () const override |
|
const ParametersType & | GetParameters () const override |
|
const MovingTransformType * | GetTransform () |
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VirtualDirectionType | GetVirtualDirection () const |
|
virtual const TimeStamp & | GetVirtualDomainTimeStamp () const |
|
virtual const VirtualImageType * | GetVirtualImage () const |
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VirtualOriginType | GetVirtualOrigin () const |
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const VirtualRegionType & | GetVirtualRegion () const |
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VirtualSpacingType | GetVirtualSpacing () const |
|
bool | HasLocalSupport () const override |
|
void | Initialize () override |
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virtual void | SetFixedTransform (FixedTransformType *_arg) |
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virtual void | SetMovingTransform (MovingTransformType *_arg) |
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void | SetParameters (ParametersType ¶ms) override |
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void | SetTransform (MovingTransformType *transform) |
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void | SetVirtualDomain (const VirtualSpacingType &spacing, const VirtualOriginType &origin, const VirtualDirectionType &direction, const VirtualRegionType ®ion) |
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void | SetVirtualDomainFromImage (const VirtualImageType *virtualImage) |
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void | UpdateTransformParameters (const DerivativeType &derivative, TInternalComputationValueType factor) override |
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bool | IsInsideVirtualDomain (const VirtualPointType &point) const |
|
bool | IsInsideVirtualDomain (const VirtualIndexType &index) const |
|
MetricCategoryType | GetMetricCategory () const override |
|
virtual const ObjectType * | GetFixedObject () const |
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virtual const ObjectType * | GetMovingObject () const |
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virtual void | SetGradientSource (GradientSourceEnum _arg) |
|
virtual GradientSourceEnum | GetGradientSource () const |
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bool | GetGradientSourceIncludesFixed () const |
|
bool | GetGradientSourceIncludesMoving () const |
|
MeasureType | GetCurrentValue () const |
|
virtual void | GetValueAndDerivative (MeasureType &value, DerivativeType &derivative) const =0 |
|
unsigned long | AddObserver (const EventObject &event, Command *) |
|
unsigned long | AddObserver (const EventObject &event, Command *) const |
|
unsigned long | AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const |
|
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 |
|
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) |
|
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 |
|
Pointer | Clone () const |
|
virtual void | Delete () |
|
virtual int | GetReferenceCount () const |
|
void | Print (std::ostream &os, Indent indent=0) const |
|
template<typename TFixedImage, typename TMovingImage, typename TVirtualImage = TFixedImage, typename TInternalComputationValueType = double, typename TMetricTraits = DefaultImageToImageMetricTraitsv4<TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType>>
class itk::ANTSNeighborhoodCorrelationImageToImageMetricv4< TFixedImage, TMovingImage, TVirtualImage, TInternalComputationValueType, TMetricTraits >
Computes normalized cross correlation using a small neighborhood for each voxel between two images, with speed optimizations for dense registration.
Please cite this reference for more details:
Brian B. Avants, Nicholas J. Tustison, Gang Song, Philip A. Cook, Arno Klein, James C. Gee, A reproducible evaluation of ANTs similarity metric performance in brain image registration, NeuroImage, Volume 54, Issue 3, 1 February 2011, Pages 2033-2044, ISSN 1053-8119, DOI: 10.1016/j.neuroimage.2010.09.025.
Around each voxel, the neighborhood is defined as a N-Dimensional rectangle centered at the voxel. The size of the rectangle is 2*radius+1. The normalized correlation between neighborhoods of fixed image and moving image are averaged over the whole image as the final metric.
- Note
- A radius less than 2 can be unstable. 2 is the default.
This class uses a specific fast implementation that is described in the above paper. There are two particular speed-ups:
1) It is assumed that the derivative is only affected by changes in the transform at the center of the window. This is obviously not true but speeds the evaluation up considerably and works well in practice. This assumption is the main differentiation of this approach from a more generic one.
2) The evaluation uses on-the-fly queues with multi-threading and a sliding neighborhood window. This is described in the above paper and specifically optimized for dense registration.
Example of usage:
using MetricType = itk::ANTSNeighborhoodCorrelationImageToImageMetricv4 <ImageType, ImageType>; using MetricTypePointer = MetricType::Pointer; MetricTypePointer metric = MetricType::New();
// set all parameters Size<Dimension> neighborhoodRadius; neighborhoodRadius.Fill(2); metric->SetRadius(neighborhood_radius); metric->SetFixedImage(fixedImage); metric->SetMovingImage(movingImage); metric->SetFixedTransform(transformFix); metric->SetMovingTransform(transformMov);
// initialization after parameters are set. metric->Initialize();
// getting derivative and metric value metric->GetValueAndDerivative(valueReturn, derivativeReturn);
This class is templated over the type of the two input objects. This is the base class for a hierarchy of similarity metrics that may, in derived classes, operate on meshes, images, etc. This class computes a value that measures the similarity between the two objects.
- Note
- Sparse sampling is not supported by this metric. An exception will be thrown if m_UseSampledPointSet is set. Support for sparse sampling will require a parallel implementation of the neighborhood scanning, which currently caches information as the neighborhood window moves.
Definition at line 100 of file itkANTSNeighborhoodCorrelationImageToImageMetricv4.h.