MIR.deformation_regularizer.GlobalRegularizers

Global regularizers for deformation regularization. Modified and tested by: Junyu Chen jchen245@jhmi.edu Johns Hopkins University

Classes

DisplacementRegularizer(*args, **kwargs)

Compute displacement-field regularization energies.

Grad2D(*args, **kwargs)

2D gradient loss.

Grad3DiTV(*args, **kwargs)

3D gradient Isotropic TV loss.

Grad3d(*args, **kwargs)

3D gradient loss.

GradICON3d(*args, **kwargs)

Gradient‑ICON loss for 3‑D displacement fields.

GradICONExact3d(*args, **kwargs)

Paper‑faithful Gradient‑ICON for 3‑D flows