mosaic.parametrization.RBF

class RBF(rbf, direction, grid)

Bases: Parametrization

Parametrize a point cloud using radial basis functions.

Parameters:

rbfscipy.interpolate.Rbf

Radial basis function interpolator instance.

directionstr

Direction of interpolation relative to positions.

grid: Tuple

2D interpolation grid ranges.

__init__(rbf, direction, grid)

Methods

__init__(rbf, direction, grid)
compute_distance(points, **kwargs)	Computes the distance between points and the parameterization.
compute_normal(points)	Compute the normal vector at a given point on the surface.
fit(positions[, direction, function, smooth])	Fit a RBF to a set of 3D points.
points_per_sampling(sampling_density, **kwargs)	Computes the approximate number of random samples required to achieve a given spatial sampling_density.
sample(n_samples[, normal_offset])	Sample points from the RBF.