/usr/include/OTB-5.8/otbGaussianModelComponent.h is in libotb-dev 5.8.0+dfsg-3.
This file is owned by root:root, with mode 0o644.
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 | /*=========================================================================
Program: ORFEO Toolbox
Language: C++
Date: $Date$
Version: $Revision$
Copyright (c) Centre National d'Etudes Spatiales. All rights reserved.
See OTBCopyright.txt for details.
Some parts of this code are covered by the IMT copyright.
See IMTCopyright.txt for details.
This software is distributed WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE. See the above copyright notices for more information.
=========================================================================*/
#ifndef otbGaussianModelComponent_h
#define otbGaussianModelComponent_h
#include "itkCovarianceSampleFilter.h"
#include "itkGaussianMembershipFunction.h"
#include "otbModelComponentBase.h"
namespace otb
{
namespace Statistics
{
/** \class GaussianModelComponent
* \brief is a component (derived from ModelComponentBase) for
* Gaussian class. This class is used in SEMClassifier
*
* <b>Recent API changes:</b>
* N/A
*
* \sa ModelComponentBase, SEMClassifier
*
* \ingroup OTBLearningBase
*/
template<class TSample>
class ITK_EXPORT GaussianModelComponent :
public ModelComponentBase<TSample>
{
public:
/**Standard class typedefs. */
typedef GaussianModelComponent Self;
typedef ModelComponentBase<TSample> Superclass;
typedef itk::SmartPointer<Self> Pointer;
typedef itk::SmartPointer<const Self> ConstPointer;
/**Standard Macros */
itkNewMacro(Self);
itkTypeMacro(GaussianModelComponent, ModelComponentBase);
/** Typedefs from the superclass */
typedef typename Superclass::MeasurementVectorType MeasurementVectorType;
typedef typename Superclass::MeasurementVectorSizeType
MeasurementVectorSizeType;
typedef typename Superclass::MembershipFunctionType MembershipFunctionType;
typedef typename Superclass::ParametersType ParametersType;
/** Type of the membership function. Gaussian density function */
typedef itk::Statistics::GaussianMembershipFunction<MeasurementVectorType>
NativeMembershipFunctionType;
typedef typename NativeMembershipFunctionType::MeanVectorType MeanVectorType;
/** Types of the mean and the covariance calculator that will update
* this component's distribution parameters */
typedef itk::Statistics::CovarianceSampleFilter<TSample> CovarianceEstimatorType;
/** types of the covariance to be used by the
* NativeMembershipFunctionType */
typedef typename CovarianceEstimatorType::MatrixType CovarianceType;
/** Sets the input sample */
void SetSample(const TSample* sample) ITK_OVERRIDE;
/** Sets the component's distribution parameters.
* e.g. Then user can call directly Pdf( MeasurementVectorType & ) */
void SetParameters(const ParametersType& parameters);
/** Show the parameters in a minimal form in comparison to PrintSelf */
void ShowParameters(std::ostream& os, itk::Indent indent) const ITK_OVERRIDE;
protected:
GaussianModelComponent();
~GaussianModelComponent() ITK_OVERRIDE {}
void PrintSelf(std::ostream& os, itk::Indent indent) const ITK_OVERRIDE;
void GenerateData() ITK_OVERRIDE;
private:
GaussianModelComponent(const Self &); //purposely not implemented
void operator =(const Self&); //purposely not implemented
typename NativeMembershipFunctionType::Pointer m_GaussianMembershipFunction;
// TODO ajouter un m_GaussianCumulativeFunction
typename CovarianceEstimatorType::Pointer m_CovarianceEstimator;
MeanVectorType m_Mean;
CovarianceType m_Covariance;
}; // end of class
} // end of namespace Statistics
} // end of namespace otb
#ifndef OTB_MANUAL_INSTANTIATION
#include "otbGaussianModelComponent.txx"
#endif
#endif
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