/*========================================================================= * * Copyright Insight Software Consortium * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0.txt * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. * *=========================================================================*/ #ifndef itkMeanReciprocalSquareDifferencePointSetToImageMetric_h #define itkMeanReciprocalSquareDifferencePointSetToImageMetric_h #include "itkPointSetToImageMetric.h" #include "itkCovariantVector.h" #include "itkPoint.h" namespace itk { /** \class MeanReciprocalSquareDifferencePointSetToImageMetric * \brief Computes similarity between pixel values of a point set and * intensity values in an image. * * This metric computes the average squared difference between pixels in * the point set and transformed point set pixels in the moving image * after passing the difference through a function of type * \f$ \frac{1}{1+ \frac{ difference^2 }{ \lambda^2 } }\f$. * \f$\lambda\f$ controls the capture radius of the metric. The term capture * radius used here is in terms of intensity domain and not in the spatial * domain. * * Spatial correspondance between both images is established through a * Transform. * * \ingroup RegistrationMetrics * \ingroup ITKRegistrationCommon */ template< typename TFixedPointSet, typename TMovingImage > class ITK_TEMPLATE_EXPORT MeanReciprocalSquareDifferencePointSetToImageMetric: public PointSetToImageMetric< TFixedPointSet, TMovingImage > { public: /** Standard class typedefs. */ typedef MeanReciprocalSquareDifferencePointSetToImageMetric Self; typedef PointSetToImageMetric< TFixedPointSet, TMovingImage > Superclass; typedef SmartPointer< Self > Pointer; typedef SmartPointer< const Self > ConstPointer; /** Method for creation through the object factory. */ itkNewMacro(Self); /** Run-time type information (and related methods). */ itkTypeMacro(MeanReciprocalSquareDifferencePointSetToImageMetric, Object); /** Types transferred from the base class */ typedef typename Superclass::RealType RealType; typedef typename Superclass::TransformType TransformType; typedef typename Superclass::TransformPointer TransformPointer; typedef typename Superclass::TransformParametersType TransformParametersType; typedef typename Superclass::TransformJacobianType TransformJacobianType; typedef typename Superclass::InputPointType InputPointType; typedef typename Superclass::OutputPointType OutputPointType; typedef typename Superclass::GradientPixelType GradientPixelType; typedef typename Superclass::MeasureType MeasureType; typedef typename Superclass::DerivativeType DerivativeType; typedef typename Superclass::FixedPointSetType FixedPointSetType; typedef typename Superclass::MovingImageType MovingImageType; typedef typename Superclass::FixedPointSetConstPointer FixedPointSetConstPointer; typedef typename Superclass::MovingImageConstPointer MovingImageConstPointer; typedef typename Superclass::PointIterator PointIterator; typedef typename Superclass::PointDataIterator PointDataIterator; /** Get the derivatives of the match measure. */ void GetDerivative(const TransformParametersType & parameters, DerivativeType & Derivative) const ITK_OVERRIDE; /** Get the value for single valued optimizers. */ MeasureType GetValue(const TransformParametersType & parameters) const ITK_OVERRIDE; /** Get value and derivatives for multiple valued optimizers. */ void GetValueAndDerivative(const TransformParametersType & parameters, MeasureType & Value, DerivativeType & Derivative) const ITK_OVERRIDE; /** Set/Get the lambda distance. (controls the capture radius of the metric). */ itkSetMacro(Lambda, double); itkGetConstMacro(Lambda, double); protected: MeanReciprocalSquareDifferencePointSetToImageMetric(); virtual ~MeanReciprocalSquareDifferencePointSetToImageMetric() ITK_OVERRIDE {} virtual void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE; private: MeanReciprocalSquareDifferencePointSetToImageMetric(const Self &); //purposely // not // implemented void operator=(const Self &); //purposely // not // implemented double m_Lambda; }; } // end namespace itk #ifndef ITK_MANUAL_INSTANTIATION #include "itkMeanReciprocalSquareDifferencePointSetToImageMetric.hxx" #endif #endif