MIR.accuracy_measures.digital_diffeomorphism

Digital diffeomorphism metrics and Jacobian determinant utilities.

Functions

calc_J_i(trans, grad_args)

Compute Jacobian determinant using a specific finite-difference stencil.

calc_Jstar_1(trans)

Compute Jacobian determinant with forward-difference stencil.

calc_Jstar_2(trans)

Compute Jacobian determinant with backward-difference stencil.

calc_jac_dets(trans)

Compute multiple Jacobian determinant variants and consistency mask.

calc_measurements(jac_dets, mask)

get_identity_grid(array)

Return the identity transformation of the same size as the input.