MainAxisPCA.h

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/*************************************************************************************
**
** Copyright 2007, MeVis Medical Solutions AG
**
** The user may use this file in accordance with the license agreement provided with
** the Software or, alternatively, in accordance with the terms contained in a
** written agreement between the user and MeVis Medical Solutions AG.
**
** For further information use the contact form at https://www.mevislab.de/contact
**
**************************************************************************************/
 
 
 
#pragma once
 
#include "../MLPointCloudUtilsSystem.h"
#include <mlVector3.h>
#include <mlMatrix3.h>
 
ML_START_NAMESPACE
 
class MLPOINTCLOUDUTILS_EXPORT MainAxisPCA
{
public:
 
  MainAxisPCA();
 
  virtual ~MainAxisPCA();
 
  void computeMainAxis(const std::vector<Vector3>& points);
 
  void getMainAxis(Vector3& longestAxis, Vector3& midAxis, Vector3& shortestAxis) const;
  void getExtension(float& longestExtent, float& midExtent, float& shortestExtent) const;
 
  Vector3 getLargestMainAxis() const;
  float getLargestExtension() const;
 
  Vector3 getCenterOfMass() const;
  Vector3 getMidPoint() const;
 
private:
 
  Vector3 _xAxis, _yAxis, _zAxis;
 
  Vector3 _centerOfMass, _midPoint;
 
  float _xDiameter, _yDiameter, _zDiameter;
 
  void sortByExtent();
 
  Matrix3 getCovarianceMatrix(const std::vector < Vector3 >& pointSet, const Vector3& meanVector);
 
  Vector3 calculateCenterOfMass(const std::vector < Vector3 >& pointSet);
 
  void getBoundingBox(const std::vector < Vector3 >& pointSet,
                      float& minX, float& maxX,
                      float& minY, float& maxY,
                      float& minZ, float& maxZ);
};
 
ML_END_NAMESPACE