Package pycpd
This is a pure numpy implementation of the coherent point drift CPD algorithm by Myronenko and Song. It provides three registration methods for point clouds:
- Scale and rigid registration
- Affine registration
- Gaussian regularized non-rigid registration
Licensed under an MIT License (c) 2010-2016 Siavash Khallaghi. Distributed here: https://github.com/siavashk/pycpd
Expand source code
"""
This is a pure numpy implementation of the coherent point drift [CPD](https://arxiv.org/abs/0905.2635/)
algorithm by Myronenko and Song. It provides three registration methods for point clouds:
1. Scale and rigid registration
2. Affine registration
3. Gaussian regularized non-rigid registration
Licensed under an MIT License (c) 2010-2016 Siavash Khallaghi.
Distributed here: https://github.com/siavashk/pycpd
"""
from .rigid_registration import RigidRegistration
from .affine_registration import AffineRegistration
from .deformable_registration import gaussian_kernel, DeformableRegistration
from .constrained_deformable_registration import ConstrainedDeformableRegistration
Sub-modules
pycpd.affine_registration
pycpd.constrained_deformable_registration
pycpd.deformable_registration
pycpd.emregistration
pycpd.rigid_registration
pycpd.utility