In this section, we give a geometric interpretation of the noise and data filters which appear in equation (5). The properties of the resolution operators are well known Tarantola (1987). Our goal is to extend these properties to the particular case of the subtraction scheme proposed in equation (5). But first, it is useful to give some definitions.