darsia.H1_regularization

H1_regularization(img, mu, omega=1.0, dim=2, solver=<darsia.utils.linear_solvers.jacobi.Jacobi object>)

Inline application of H1 regularization.

Parameters:

imgnp.ndarray or Image

Image.

mufloat

Regularization parameter.

omegafloat

Weighting of the image term (Should account for denoising effects).

dimint

Dimension of the image. Default is 2.

solverda.Solver

Solver to use. Default is da.Jacobi().

Returns:

np.ndarray or Image

Regularized image (same type as input).