Numerics/Statistics/itkWeightedCentroidKdTreeGenerator.h

Go to the documentation of this file.

/*=========================================================================

  Program:   Insight Segmentation & Registration Toolkit
  Module:    $RCSfile: itkWeightedCentroidKdTreeGenerator.h,v $
  Language:  C++
  Date:      $Date: 2009-03-04 19:29:54 $
  Version:   $Revision: 1.6 $

  Copyright (c) Insight Software Consortium. All rights reserved.
  See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm 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 __itkWeightedCentroidKdTreeGenerator_h
#define __itkWeightedCentroidKdTreeGenerator_h

#include <vector>

#include "itkSample.h"
#include "itkSubsample.h"
#include "itkKdTree.h"
#include "itkKdTreeGenerator.h"
#include "itkStatisticsAlgorithm.h"

namespace itk { 
namespace Statistics {

template < class TSample >
class ITK_EXPORT WeightedCentroidKdTreeGenerator : 
    public KdTreeGenerator< TSample >
{
public:
  typedef WeightedCentroidKdTreeGenerator Self;
  typedef KdTreeGenerator< TSample >      Superclass;
  typedef SmartPointer<Self>              Pointer;
  typedef SmartPointer<const Self>        ConstPointer;

  itkTypeMacro(WeightedCentroidKdTreeGenerator, KdTreeGenerator);

  itkNewMacro(Self);

  typedef typename Superclass::MeasurementVectorType MeasurementVectorType;
  typedef typename Superclass::MeasurementType       MeasurementType;
  typedef typename Superclass::SubsampleType         SubsampleType;
  typedef typename Superclass::SubsamplePointer      SubsamplePointer;
  typedef typename Superclass::KdTreeType            KdTreeType;
  typedef typename Superclass::KdTreeNodeType        KdTreeNodeType;


protected:
  WeightedCentroidKdTreeGenerator();

  virtual ~WeightedCentroidKdTreeGenerator() {}

  void PrintSelf(std::ostream& os, Indent indent) const;

  virtual KdTreeNodeType* GenerateNonterminalNode(unsigned int beginIndex,
                                                  unsigned int endIndex,
                                                  MeasurementVectorType 
                                                  &lowerBound,
                                                  MeasurementVectorType 
                                                  &upperBound,
                                                  unsigned int level);

private:
  WeightedCentroidKdTreeGenerator(const Self&); //purposely not implemented
  void operator=(const Self&); //purposely not implemented

  MeasurementVectorType m_TempLowerBound;
  MeasurementVectorType m_TempUpperBound;
  MeasurementVectorType m_TempMean;
}; // end of class

} // end of namespace Statistics 
} // end of namespace itk

#ifndef ITK_MANUAL_INSTANTIATION
#include "itkWeightedCentroidKdTreeGenerator.txx"
#endif

#endif