open3d.pipelines.registration.TransformationEstimation

class open3d.pipelines.registration.TransformationEstimation

Base class that estimates a transformation between two point clouds. The virtual function ComputeTransformation() must be implemented in subclasses.

__init__(*args, **kwargs)

Initialize self. See help(type(self)) for accurate signature.

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]]