skshapes.morphing.non_rigid_icp.NonRigidDeformation

class skshapes.morphing.non_rigid_icp.NonRigidDeformation(robust_loss='cauchy_mad', metric_type='point_to_point', max_iterations=50, gamma=1.0, device=None, coupling=None, alpha_start=100000.0, alpha_final=10.0, n_levels=6, landmarks=None, beta_landmarks=0.0, **kwargs)

Bases: object

__init__(robust_loss='cauchy_mad', metric_type='point_to_point', max_iterations=50, gamma=1.0, device=None, coupling=None, alpha_start=100000.0, alpha_final=10.0, n_levels=6, landmarks=None, beta_landmarks=0.0, **kwargs)

Methods

__init__([robust_loss, metric_type, ...])
fit()	Run the complete non-rigid ICP optimization.
initialize(source_shape, target_shape)	Initialize the deformation with source and target shapes.
optimization_step(alpha_stiffness)	Perform one optimization step.
transform()	Transform the source shape using the computed deformation.

fit()

Run the complete non-rigid ICP optimization.

initialize(source_shape, target_shape)

Initialize the deformation with source and target shapes.

optimization_step(alpha_stiffness)

Perform one optimization step.

transform()

Transform the source shape using the computed deformation.