open3d.pipelines.registration.TransformationEstimationPointToPlane

class open3d.pipelines.registration.TransformationEstimationPointToPlane

Class to estimate a transformation for point to plane distance.

__init__(*args, **kwargs)

Overloaded function.

  1. __init__(self: open3d.cpu.pybind.pipelines.registration.TransformationEstimationPointToPlane) -> None

Default constructor

  1. __init__(self: open3d.cpu.pybind.pipelines.registration.TransformationEstimationPointToPlane, arg0: open3d.cpu.pybind.pipelines.registration.TransformationEstimationPointToPlane) -> None

Copy constructor

  1. __init__(self: open3d.cpu.pybind.pipelines.registration.TransformationEstimationPointToPlane, kernel: open3d::pipelines::registration::RobustKernel) -> None

compute_rmse(self, source, target, corres)

Compute RMSE between source and target points cloud given correspondences.

Parameters
  • source (open3d.cpu.pybind.geometry.PointCloud) – Source point cloud.

  • target (open3d.cpu.pybind.geometry.PointCloud) – Target point cloud.

  • corres (open3d.cpu.pybind.utility.Vector2iVector) – Correspondence set between source and target point cloud.

Returns

float

compute_transformation(self, source, target, corres)

Compute transformation from source to target point cloud given correspondences.

Parameters
  • source (open3d.cpu.pybind.geometry.PointCloud) – Source point cloud.

  • target (open3d.cpu.pybind.geometry.PointCloud) – Target point cloud.

  • corres (open3d.cpu.pybind.utility.Vector2iVector) – Correspondence set between source and target point cloud.

Returns

numpy.ndarray[float64[4, 4]]

property kernel

Robust Kernel used in the Optimization