A method for consistent interpolation in heterogeneous media is proposed. A finite-volume flux is split into sum of two-point flux approximation and transversal part. Methods preserving positivity and satisfying the discrete maximum principle are constructed. Parametrization of the split and unsplit flux is proposed to address locking issue. A strategy for the choice of the parameter is proposed.