conditioning.cpp

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#include "precomp.hpp"

// Eigen
#include <Eigen/Core>

// OpenCV
#include <opencv2/core/eigen.hpp>
#include <opencv2/sfm/conditioning.hpp>

// libmv headers
#include "libmv/multiview/conditioning.h"

namespace cv
{
namespace sfm
{

template<typename T>
void
preconditionerFromPoints( const Mat_<T> &_points,
                          Mat_<T> _Tr )
{
  libmv::Mat points;
  libmv::Mat3 Tr;

  cv2eigen( _points, points );

  libmv::PreconditionerFromPoints( points, &Tr );

  eigen2cv( Tr, _Tr );
}


void
preconditionerFromPoints( InputArray _points,
                          OutputArray _T )
{
  const Mat points = _points.getMat();
  const int depth = points.depth();
  CV_Assert((points.dims == 2 || points.dims == 3) && (depth == CV_32F || depth == CV_64F));

  _T.create(3, 3, depth);

  Mat T = _T.getMat();

  if ( depth == CV_32F )
  {
    preconditionerFromPoints<float>(points, T);
  }
  else
  {
    preconditionerFromPoints<double>(points, T);
  }
}

template<typename T>
void
isotropicPreconditionerFromPoints( const Mat_<T> &_points,
                                   Mat_<T> _T )
{
  libmv::Mat points;
  libmv::Mat3 Tr;

  cv2eigen( _points, points );

  libmv::IsotropicPreconditionerFromPoints( points, &Tr );

  eigen2cv( Tr, _T );
}

void
isotropicPreconditionerFromPoints( InputArray _points,
                                   OutputArray _T )
{
  const Mat points = _points.getMat();
  const int depth = points.depth();
  CV_Assert((points.dims == 2 || points.dims == 3) && (depth == CV_32F || depth == CV_64F));

  _T.create(3, 3, depth);

  Mat T = _T.getMat();

  if ( depth == CV_32F )
  {
    isotropicPreconditionerFromPoints<float>(points, T);
  }
  else
  {
    isotropicPreconditionerFromPoints<double>(points, T);
  }
}

template<typename T>
void
applyTransformationToPoints( const Mat_<T> &_points,
                             const Mat_<T> &_T,
                             Mat_<T> _transformed_points )
{
  libmv::Mat points, transformed_points;
  libmv::Mat3 Tr;

  cv2eigen( _points, points );
  cv2eigen( _T, Tr );

  libmv::ApplyTransformationToPoints( points, Tr, &transformed_points );

  eigen2cv( transformed_points, _transformed_points );
}

void
applyTransformationToPoints( InputArray _points,
                             InputArray _T,
                             OutputArray _transformed_points )
{
  const Mat points = _points.getMat(), T = _T.getMat();
  const int depth = points.depth();
  CV_Assert((points.dims == 2 || points.dims == 3) && T.size() == Size(3,3) && (depth == CV_32F || depth == CV_64F));

  _transformed_points.create(points.size(), depth);

  Mat transformed_points = _transformed_points.getMat();

  if ( depth == CV_32F )
  {
    applyTransformationToPoints<float>(points, T, transformed_points);
  }
  else
  {
    applyTransformationToPoints<double>(points, T, transformed_points);
  }
}

void
normalizePoints( InputArray points,
                 OutputArray normalized_points,
                 OutputArray T )
{
  preconditionerFromPoints(points, T);
  applyTransformationToPoints(points, T, normalized_points);
}

void
normalizeIsotropicPoints( InputArray points,
                          OutputArray normalized_points,
                          OutputArray T )
{
  isotropicPreconditionerFromPoints(points, T);
  applyTransformationToPoints(points, T, normalized_points);
}

} /* namespace sfm */
} /* namespace cv */