This document presents a new technique for analyzing ridge waveguides and rectangular coaxial lines using Fourier transforms. It transforms the structures into equivalent periodic transmission lines using image theory. It represents the fields using Fourier transforms and derives dispersion relations in rigorous yet simple series forms. Numerical results show fast convergence that agrees with other methods. The technique is applicable to other shielded transmission line structures.