Measuring the roughness of interfaces is of primary importance in many areas of science and technology. Previously used techniques, such as estimation of the fractal dimension and Fourier analysis, have their drawbacks. In this paper, we propose a new methodology that relies on 'geometric thermodynamics' of curves and surfaces. The technique is well suited to situations where surfaces are known only with finite resolution.