MIR.deformation_regularizer.GlobalRegularizers

Global regularizers for deformation regularization.

Classes

DisplacementRegularizer(*args, **kwargs)

Compute displacement-field regularization energies.

Grad2D(*args, **kwargs)

2D gradient loss.

Grad3DiTV(*args, **kwargs)

3D isotropic TV loss.

Grad3d(*args, **kwargs)

3D gradient loss.

GradICON3d(*args, **kwargs)

Gradient-ICON loss for 3D displacement fields.

GradICONExact3d(*args, **kwargs)

Paper-faithful Gradient-ICON for 3D flows.