MIR.deformation_regularizer.GlobalRegularizersΒΆ

Global regularizers for deformation regularization.

Classes

DisplacementRegularizer(*args, **kwargs)

Compute displacement-field regularization energies.

Grad2D(*args, **kwargs)

2D gradient (diffusion) loss on a displacement field.

Grad3DiTV(*args, **kwargs)

3D isotropic total-variation (TV) loss.

Grad3d(*args, **kwargs)

3D gradient (diffusion) loss on a displacement field.

GradICON3d(*args, **kwargs)

Gradient-ICON loss for 3D displacement fields.

GradICONExact3d(*args, **kwargs)

Paper-faithful Gradient-ICON for 3D flows.