Point Cloud Library (PCL)  1.8.1-dev
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pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar > Class Template Reference

TransformationEstimationPointToPlaneLLS implements a Linear Least Squares (LLS) approximation for minimizing the point-to-plane distance between two clouds of corresponding points with normals. More...

#include <pcl/registration/transformation_estimation_point_to_plane_lls.h>

+ Inheritance diagram for pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >:

Public Types

typedef boost::shared_ptr
< TransformationEstimationPointToPlaneLLS
< PointSource, PointTarget,
Scalar > > 
Ptr
 
typedef boost::shared_ptr
< const
TransformationEstimationPointToPlaneLLS
< PointSource, PointTarget,
Scalar > > 
ConstPtr
 
typedef
TransformationEstimation
< PointSource, PointTarget,
Scalar >::Matrix4 
Matrix4
 
- Public Types inherited from pcl::registration::TransformationEstimation< PointSource, PointTarget, Scalar >
typedef Eigen::Matrix< Scalar, 4, 4 > Matrix4
 
typedef boost::shared_ptr
< TransformationEstimation
< PointSource, PointTarget,
Scalar > > 
Ptr
 
typedef boost::shared_ptr
< const
TransformationEstimation
< PointSource, PointTarget,
Scalar > > 
ConstPtr
 

Public Member Functions

 TransformationEstimationPointToPlaneLLS ()
 
virtual ~TransformationEstimationPointToPlaneLLS ()
 
void estimateRigidTransformation (const pcl::PointCloud< PointSource > &cloud_src, const pcl::PointCloud< PointTarget > &cloud_tgt, Matrix4 &transformation_matrix) const
 Estimate a rigid rotation transformation between a source and a target point cloud using SVD. More...
 
void estimateRigidTransformation (const pcl::PointCloud< PointSource > &cloud_src, const std::vector< int > &indices_src, const pcl::PointCloud< PointTarget > &cloud_tgt, Matrix4 &transformation_matrix) const
 Estimate a rigid rotation transformation between a source and a target point cloud using SVD. More...
 
void estimateRigidTransformation (const pcl::PointCloud< PointSource > &cloud_src, const std::vector< int > &indices_src, const pcl::PointCloud< PointTarget > &cloud_tgt, const std::vector< int > &indices_tgt, Matrix4 &transformation_matrix) const
 Estimate a rigid rotation transformation between a source and a target point cloud using SVD. More...
 
void estimateRigidTransformation (const pcl::PointCloud< PointSource > &cloud_src, const pcl::PointCloud< PointTarget > &cloud_tgt, const pcl::Correspondences &correspondences, Matrix4 &transformation_matrix) const
 Estimate a rigid rotation transformation between a source and a target point cloud using SVD. More...
 
- Public Member Functions inherited from pcl::registration::TransformationEstimation< PointSource, PointTarget, Scalar >
 TransformationEstimation ()
 
virtual ~TransformationEstimation ()
 

Protected Member Functions

void estimateRigidTransformation (ConstCloudIterator< PointSource > &source_it, ConstCloudIterator< PointTarget > &target_it, Matrix4 &transformation_matrix) const
 Estimate a rigid rotation transformation between a source and a target. More...
 
void constructTransformationMatrix (const double &alpha, const double &beta, const double &gamma, const double &tx, const double &ty, const double &tz, Matrix4 &transformation_matrix) const
 Construct a 4 by 4 tranformation matrix from the provided rotation and translation. More...
 

Detailed Description

template<typename PointSource, typename PointTarget, typename Scalar = float>
class pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >

TransformationEstimationPointToPlaneLLS implements a Linear Least Squares (LLS) approximation for minimizing the point-to-plane distance between two clouds of corresponding points with normals.

For additional details, see "Linear Least-Squares Optimization for Point-to-Plane ICP Surface Registration", Kok-Lim Low, 2004

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
Michael Dixon

Definition at line 63 of file transformation_estimation_point_to_plane_lls.h.

Member Typedef Documentation

template<typename PointSource , typename PointTarget , typename Scalar = float>
typedef boost::shared_ptr<const TransformationEstimationPointToPlaneLLS<PointSource, PointTarget, Scalar> > pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::ConstPtr
template<typename PointSource , typename PointTarget , typename Scalar = float>
typedef TransformationEstimation<PointSource, PointTarget, Scalar>::Matrix4 pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::Matrix4
template<typename PointSource , typename PointTarget , typename Scalar = float>
typedef boost::shared_ptr<TransformationEstimationPointToPlaneLLS<PointSource, PointTarget, Scalar> > pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::Ptr

Constructor & Destructor Documentation

template<typename PointSource , typename PointTarget , typename Scalar = float>
pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::TransformationEstimationPointToPlaneLLS ( )
inline
template<typename PointSource , typename PointTarget , typename Scalar = float>
virtual pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::~TransformationEstimationPointToPlaneLLS ( )
inlinevirtual

Member Function Documentation

template<typename PointSource , typename PointTarget , typename Scalar >
void pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::constructTransformationMatrix ( const double &  alpha,
const double &  beta,
const double &  gamma,
const double &  tx,
const double &  ty,
const double &  tz,
Matrix4 transformation_matrix 
) const
inlineprotected

Construct a 4 by 4 tranformation matrix from the provided rotation and translation.

Parameters
[in]alphathe rotation about the x-axis
[in]betathe rotation about the y-axis
[in]gammathe rotation about the z-axis
[in]txthe x translation
[in]tythe y translation
[in]tzthe z translation
[out]transformation_matrixthe resultant transformation matrix

Definition at line 121 of file transformation_estimation_point_to_plane_lls.hpp.

template<typename PointSource , typename PointTarget , typename Scalar >
void pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::estimateRigidTransformation ( const pcl::PointCloud< PointSource > &  cloud_src,
const pcl::PointCloud< PointTarget > &  cloud_tgt,
Matrix4 transformation_matrix 
) const
inlinevirtual

Estimate a rigid rotation transformation between a source and a target point cloud using SVD.

Parameters
[in]cloud_srcthe source point cloud dataset
[in]cloud_tgtthe target point cloud dataset
[out]transformation_matrixthe resultant transformation matrix

Implements pcl::registration::TransformationEstimation< PointSource, PointTarget, Scalar >.

Definition at line 47 of file transformation_estimation_point_to_plane_lls.hpp.

References pcl::PointCloud< T >::points.

template<typename PointSource , typename PointTarget , typename Scalar >
void pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::estimateRigidTransformation ( const pcl::PointCloud< PointSource > &  cloud_src,
const std::vector< int > &  indices_src,
const pcl::PointCloud< PointTarget > &  cloud_tgt,
Matrix4 transformation_matrix 
) const
inlinevirtual

Estimate a rigid rotation transformation between a source and a target point cloud using SVD.

Parameters
[in]cloud_srcthe source point cloud dataset
[in]indices_srcthe vector of indices describing the points of interest in cloud_src
[in]cloud_tgtthe target point cloud dataset
[out]transformation_matrixthe resultant transformation matrix

Implements pcl::registration::TransformationEstimation< PointSource, PointTarget, Scalar >.

Definition at line 66 of file transformation_estimation_point_to_plane_lls.hpp.

References pcl::PointCloud< T >::points.

template<typename PointSource , typename PointTarget , typename Scalar >
void pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::estimateRigidTransformation ( const pcl::PointCloud< PointSource > &  cloud_src,
const std::vector< int > &  indices_src,
const pcl::PointCloud< PointTarget > &  cloud_tgt,
const std::vector< int > &  indices_tgt,
Matrix4 transformation_matrix 
) const
inlinevirtual

Estimate a rigid rotation transformation between a source and a target point cloud using SVD.

Parameters
[in]cloud_srcthe source point cloud dataset
[in]indices_srcthe vector of indices describing the points of interest in cloud_src
[in]cloud_tgtthe target point cloud dataset
[in]indices_tgtthe vector of indices describing the correspondences of the interst points from indices_src
[out]transformation_matrixthe resultant transformation matrix

Implements pcl::registration::TransformationEstimation< PointSource, PointTarget, Scalar >.

Definition at line 87 of file transformation_estimation_point_to_plane_lls.hpp.

template<typename PointSource , typename PointTarget , typename Scalar >
void pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::estimateRigidTransformation ( const pcl::PointCloud< PointSource > &  cloud_src,
const pcl::PointCloud< PointTarget > &  cloud_tgt,
const pcl::Correspondences correspondences,
Matrix4 transformation_matrix 
) const
inlinevirtual

Estimate a rigid rotation transformation between a source and a target point cloud using SVD.

Parameters
[in]cloud_srcthe source point cloud dataset
[in]cloud_tgtthe target point cloud dataset
[in]correspondencesthe vector of correspondences between source and target point cloud
[out]transformation_matrixthe resultant transformation matrix

Implements pcl::registration::TransformationEstimation< PointSource, PointTarget, Scalar >.

Definition at line 108 of file transformation_estimation_point_to_plane_lls.hpp.

template<typename PointSource , typename PointTarget , typename Scalar >
void pcl::registration::TransformationEstimationPointToPlaneLLS< PointSource, PointTarget, Scalar >::estimateRigidTransformation ( ConstCloudIterator< PointSource > &  source_it,
ConstCloudIterator< PointTarget > &  target_it,
Matrix4 transformation_matrix 
) const
inlineprotected

Estimate a rigid rotation transformation between a source and a target.

Parameters
[in]source_itan iterator over the source point cloud dataset
[in]target_itan iterator over the target point cloud dataset
[out]transformation_matrixthe resultant transformation matrix

Definition at line 146 of file transformation_estimation_point_to_plane_lls.hpp.

References pcl::ConstCloudIterator< PointT >::isValid().


The documentation for this class was generated from the following files: