/*========================================================================= * * Copyright NumFOCUS * * 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 * * https://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 itkMutualInformationHistogramImageToImageMetric_h #define itkMutualInformationHistogramImageToImageMetric_h #include "itkHistogramImageToImageMetric.h" namespace itk { /** \class MutualInformationHistogramImageToImageMetric * \brief Computes the mutual information between two images to be * registered using the histograms of the intensities in the images. * This class is templated over the type of the fixed and moving * images to be compared. * * This metric computes the similarity measure between pixels in the * moving image and pixels in the fixed images using a histogram. * * \ingroup RegistrationMetrics * \ingroup ITKRegistrationCommon */ template class ITK_TEMPLATE_EXPORT MutualInformationHistogramImageToImageMetric : public HistogramImageToImageMetric { public: ITK_DISALLOW_COPY_AND_MOVE(MutualInformationHistogramImageToImageMetric); /** Standard class type aliases. */ using Self = MutualInformationHistogramImageToImageMetric; using Superclass = HistogramImageToImageMetric; using Pointer = SmartPointer; using ConstPointer = SmartPointer; /** Method for creation through the object factory. */ itkNewMacro(Self); /** \see LightObject::GetNameOfClass() */ itkOverrideGetNameOfClassMacro(MutualInformationHistogramImageToImageMetric); /** Types transferred from the base class */ using typename Superclass::RealType; using typename Superclass::TransformType; using typename Superclass::TransformPointer; using typename Superclass::TransformParametersType; using typename Superclass::TransformJacobianType; using typename Superclass::GradientPixelType; using typename Superclass::MeasureType; using typename Superclass::DerivativeType; using typename Superclass::FixedImageType; using typename Superclass::MovingImageType; using typename Superclass::FixedImageConstPointer; using typename Superclass::MovingImageConstPointer; using typename Superclass::HistogramType; using HistogramFrequencyType = typename HistogramType::AbsoluteFrequencyType; using HistogramIteratorType = typename HistogramType::Iterator; using HistogramMeasurementVectorType = typename HistogramType::MeasurementVectorType; protected: /** Constructor is protected to ensure that \c New() function is used to create instances. */ MutualInformationHistogramImageToImageMetric() = default; ~MutualInformationHistogramImageToImageMetric() override = default; /** Evaluates the mutual information from the histogram. */ MeasureType EvaluateMeasure(HistogramType & histogram) const override; }; } // End namespace itk. #ifndef ITK_MANUAL_INSTANTIATION # include "itkMutualInformationHistogramImageToImageMetric.hxx" #endif #endif // itkMutualInformationHistogramImageToImageMetric_h