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itkGradientDifferenceImageToImageMetric.h

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00001 /*=========================================================================
00002 
00003   Program:   Insight Segmentation & Registration Toolkit
00004   Module:    $RCSfile: itkGradientDifferenceImageToImageMetric.h,v $
00005   Language:  C++
00006   Date:      $Date: 2007-04-14 11:54:33 $
00007   Version:   $Revision: 1.8 $
00008 
00009   Copyright (c) Insight Software Consortium. All rights reserved.
00010   See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
00011 
00012      This software is distributed WITHOUT ANY WARRANTY; without even
00013      the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
00014      PURPOSE.  See the above copyright notices for more information.
00015 
00016 =========================================================================*/
00017 #ifndef __itkGradientDifferenceImageToImageMetric_h
00018 #define __itkGradientDifferenceImageToImageMetric_h
00019 
00020 #include "itkImageToImageMetric.h"
00021 
00022 #include "itkSobelOperator.h"
00023 #include "itkNeighborhoodOperatorImageFilter.h"
00024 #include "itkPoint.h"
00025 #include "itkCastImageFilter.h"
00026 #include "itkResampleImageFilter.h"
00027 
00028 namespace itk
00029 {
00053 template < class TFixedImage, class TMovingImage >
00054 class ITK_EXPORT GradientDifferenceImageToImageMetric :
00055 public ImageToImageMetric< TFixedImage, TMovingImage>
00056 {
00057 public:
00058 
00060   typedef GradientDifferenceImageToImageMetric           Self;
00061   typedef ImageToImageMetric<TFixedImage, TMovingImage > Superclass;
00062 
00063   typedef SmartPointer<Self>         Pointer;
00064   typedef SmartPointer<const Self>   ConstPointer;
00065 
00067   itkNewMacro(Self);
00068 
00070   itkTypeMacro(GradientDifferenceImageToImageMetric, ImageToImageMetric);
00071 
00072 
00074 // Work around a Visual Studio .NET bug
00075 #if defined(_MSC_VER) && (_MSC_VER == 1300)
00076   typedef double RealType;
00077 #else
00078   typedef typename Superclass::RealType                 RealType;
00079 #endif
00080   typedef typename Superclass::TransformType            TransformType;
00081   typedef typename Superclass::TransformPointer         TransformPointer;
00082   typedef typename Superclass::TransformParametersType  TransformParametersType;
00083   typedef typename Superclass::TransformJacobianType    TransformJacobianType;
00084 
00085   typedef typename Superclass::MeasureType              MeasureType;
00086   typedef typename Superclass::DerivativeType           DerivativeType;
00087   typedef typename Superclass::FixedImageType           FixedImageType;
00088   typedef typename Superclass::MovingImageType          MovingImageType;
00089   typedef typename Superclass::FixedImageConstPointer   FixedImageConstPointer;
00090   typedef typename Superclass::MovingImageConstPointer  MovingImageConstPointer;
00091 
00092   typedef typename TFixedImage::PixelType               FixedImagePixelType;
00093   typedef typename TMovingImage::PixelType              MovedImagePixelType;
00094 
00095   itkStaticConstMacro(FixedImageDimension, unsigned int, TFixedImage::ImageDimension);
00097   typedef itk::Image< FixedImagePixelType,
00098                       itkGetStaticConstMacro( FixedImageDimension ) >
00099                     TransformedMovingImageType;
00100 
00101   typedef itk::ResampleImageFilter< MovingImageType, TransformedMovingImageType >
00102                                                         TransformMovingImageFilterType;
00103 
00106   typedef itk::Image< RealType,
00107                       itkGetStaticConstMacro( FixedImageDimension ) >
00108                     FixedGradientImageType;
00109 
00110   typedef itk::CastImageFilter< FixedImageType, FixedGradientImageType >
00111                                                       CastFixedImageFilterType;
00112   typedef typename CastFixedImageFilterType::Pointer CastFixedImageFilterPointer;
00113 
00114   typedef typename FixedGradientImageType::PixelType FixedGradientPixelType;
00115 
00116 
00119   itkStaticConstMacro( MovedImageDimension, unsigned int,
00120                        MovingImageType::ImageDimension );
00121 
00122   typedef itk::Image< RealType,
00123                       itkGetStaticConstMacro( MovedImageDimension ) >
00124                     MovedGradientImageType;
00125 
00126   typedef itk::CastImageFilter< TransformedMovingImageType, MovedGradientImageType >
00127                                                      CastMovedImageFilterType;
00128   typedef typename CastMovedImageFilterType::Pointer CastMovedImageFilterPointer;
00129 
00130   typedef typename MovedGradientImageType::PixelType MovedGradientPixelType;
00131 
00132 
00134   void GetDerivative( const TransformParametersType & parameters,
00135                             DerivativeType  & derivative ) const;
00136 
00138   MeasureType GetValue( const TransformParametersType & parameters ) const;
00139 
00141   void GetValueAndDerivative( const TransformParametersType & parameters,
00142                               MeasureType& Value, DerivativeType& derivative ) const;
00143 
00146   virtual void Initialize(void) throw ( ExceptionObject );
00147 
00149   void WriteGradientImagesToFiles(void) const;
00150 
00151 protected:
00152   GradientDifferenceImageToImageMetric();
00153   virtual ~GradientDifferenceImageToImageMetric() {};
00154   void PrintSelf(std::ostream& os, Indent indent) const;
00155 
00157   void ComputeMovedGradientRange( void ) const;
00158 
00160   void ComputeVariance( void ) const;
00161 
00163   MeasureType ComputeMeasure( const TransformParametersType &parameters,
00164                               const double *subtractionFactor ) const;
00165 
00166   typedef NeighborhoodOperatorImageFilter<
00167     FixedGradientImageType, FixedGradientImageType > FixedSobelFilter;
00168 
00169   typedef NeighborhoodOperatorImageFilter<
00170     MovedGradientImageType, MovedGradientImageType > MovedSobelFilter;
00171 
00172 private:
00173   GradientDifferenceImageToImageMetric(const Self&); //purposely not implemented
00174   void operator=(const Self&); //purposely not implemented
00175 
00177   mutable MovedGradientPixelType m_Variance[FixedImageDimension];
00178 
00180   mutable MovedGradientPixelType m_MinMovedGradient[MovedImageDimension];
00181   mutable MovedGradientPixelType m_MaxMovedGradient[MovedImageDimension];
00182 
00184   mutable FixedGradientPixelType m_MinFixedGradient[FixedImageDimension];
00185   mutable FixedGradientPixelType m_MaxFixedGradient[FixedImageDimension];
00186 
00188   typename TransformMovingImageFilterType::Pointer m_TransformMovingImageFilter;
00189 
00191   CastFixedImageFilterPointer m_CastFixedImageFilter;
00192 
00193   SobelOperator< FixedGradientPixelType,
00194                  itkGetStaticConstMacro(FixedImageDimension) >
00195                m_FixedSobelOperators[FixedImageDimension];
00196 
00197   typename FixedSobelFilter::Pointer m_FixedSobelFilters[itkGetStaticConstMacro( FixedImageDimension )];
00198 
00199   ZeroFluxNeumannBoundaryCondition< MovedGradientImageType > m_MovedBoundCond;
00200   ZeroFluxNeumannBoundaryCondition< FixedGradientImageType > m_FixedBoundCond;
00201 
00203   CastMovedImageFilterPointer m_CastMovedImageFilter;
00204 
00205   SobelOperator< MovedGradientPixelType,
00206                  itkGetStaticConstMacro(MovedImageDimension) >
00207                m_MovedSobelOperators[MovedImageDimension];
00208 
00209   typename MovedSobelFilter::Pointer m_MovedSobelFilters[itkGetStaticConstMacro( MovedImageDimension )];
00210 
00211 };
00212 
00213 } // end namespace itk
00214 
00215 #ifndef ITK_MANUAL_INSTANTIATION
00216 #include "itkGradientDifferenceImageToImageMetric.txx"
00217 #endif
00218 
00219 #endif
00220 

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