itkCovarianceSampleFilter.h

Go to the documentation of this file.

/*=========================================================================
 *
 *  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 __itkCovarianceSampleFilter_h
#define __itkCovarianceSampleFilter_h

#include "itkProcessObject.h"

#include "itkVariableSizeMatrix.h"
#include "itkSimpleDataObjectDecorator.h"

namespace itk
{
namespace Statistics
{
template< typename TSample >
class CovarianceSampleFilter:
  public ProcessObject
{
public:
  typedef CovarianceSampleFilter     Self;
  typedef ProcessObject              Superclass;
  typedef SmartPointer< Self >       Pointer;
  typedef SmartPointer< const Self > ConstPointer;
  typedef TSample                    SampleType;

  itkTypeMacro(CovarianceSampleFilter, ProcessObject);
  itkNewMacro(Self);

  typedef typename TSample::MeasurementVectorSizeType MeasurementVectorSizeType;

  typedef typename TSample::MeasurementVectorType MeasurementVectorType;

  typedef typename TSample::MeasurementType                           MeasurementType;
  typedef typename NumericTraits< MeasurementType >::RealType         MeasurementRealType;

  typedef typename NumericTraits< MeasurementVectorType >::RealType   MeasurementVectorRealType;

  typedef VariableSizeMatrix< double > MatrixType;

  using Superclass::SetInput;
  void SetInput(const SampleType *sample);

  const SampleType *  GetInput() const;

  typedef  SimpleDataObjectDecorator< MatrixType > MatrixDecoratedType;

  typedef  SimpleDataObjectDecorator< MeasurementVectorRealType > MeasurementVectorDecoratedType;

  typedef MeasurementVectorDecoratedType OutputType;

  const MatrixType GetCovarianceMatrix() const;

  const MatrixDecoratedType * GetCovarianceMatrixOutput() const;

  const MeasurementVectorRealType GetMean() const;

  const MeasurementVectorDecoratedType * GetMeanOutput() const;

  MeasurementVectorSizeType GetMeasurementVectorSize() const;

protected:
  CovarianceSampleFilter();
  virtual ~CovarianceSampleFilter();
  void PrintSelf(std::ostream & os, Indent indent) const;

  typedef DataObject::Pointer DataObjectPointer;

  typedef ProcessObject::DataObjectPointerArraySizeType DataObjectPointerArraySizeType;
  using Superclass::MakeOutput;
  virtual DataObjectPointer MakeOutput(DataObjectPointerArraySizeType idx);

  void GenerateData();

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

};  // end of class
} // end of namespace Statistics
} // end of namespace itk

#ifndef ITK_MANUAL_INSTANTIATION
#include "itkCovarianceSampleFilter.hxx"
#endif

#endif