transformation_estimation_svd_scale.h

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#pragma once
 
#include <pcl/registration/transformation_estimation_svd.h>
 
namespace pcl {
namespace registration {
/** @b TransformationEstimationSVD implements SVD-based estimation of
 * the transformation aligning the given correspondences.
 * Optionally the scale is estimated. Note that the similarity transform might not be
 * optimal for the underlying Frobenius Norm.
 *
 * \note The class is templated on the source and target point types as well as on the
 * output scalar of the transformation matrix (i.e., float or double). Default: float.
 * \author Suat Gedikli
 * \ingroup registration
 */
template <typename PointSource, typename PointTarget, typename Scalar = float>
class TransformationEstimationSVDScale
: public TransformationEstimationSVD<PointSource, PointTarget, Scalar> {
public:
  using Ptr =
      shared_ptr<TransformationEstimationSVDScale<PointSource, PointTarget, Scalar>>;
  using ConstPtr = shared_ptr<
      const TransformationEstimationSVDScale<PointSource, PointTarget, Scalar>>;
 
  using Matrix4 =
      typename TransformationEstimationSVD<PointSource, PointTarget, Scalar>::Matrix4;
 
  /** \brief Inherits from TransformationEstimationSVD, but forces it to not use the
   * Umeyama method */
  TransformationEstimationSVDScale()
  : TransformationEstimationSVD<PointSource, PointTarget, Scalar>(false)
  {}
 
protected:
  /** \brief Obtain a 4x4 rigid transformation matrix from a correlation matrix H = src
   * * tgt' \param[in] cloud_src_demean the input source cloud, demeaned, in Eigen
   * format \param[in] centroid_src the input source centroid, in Eigen format
   * \param[in] cloud_tgt_demean the input target cloud, demeaned, in Eigen format
   * \param[in] centroid_tgt the input target cloud, in Eigen format
   * \param[out] transformation_matrix the resultant 4x4 rigid transformation matrix
   */
  void
  getTransformationFromCorrelation(
      const Eigen::Matrix<Scalar, Eigen::Dynamic, Eigen::Dynamic>& cloud_src_demean,
      const Eigen::Matrix<Scalar, 4, 1>& centroid_src,
      const Eigen::Matrix<Scalar, Eigen::Dynamic, Eigen::Dynamic>& cloud_tgt_demean,
      const Eigen::Matrix<Scalar, 4, 1>& centroid_tgt,
      Matrix4& transformation_matrix) const;
};
 
} // namespace registration
} // namespace pcl
 
#include <pcl/registration/impl/transformation_estimation_svd_scale.hpp>