This paper represents a contribution to the study of identification procedures resting on kinematic measurements provided by Digital Image Correlation (DIC). Reference is made to non-conventional laboratory tests on adhesively bonded assemblies for aerospace applications, in which the mechanical properties of the adhesive joint are regarded as unknowns to be estimated. Full-field measurements allow one to monitor and model exclusively a small sub-domain (Region-Of-Interest, ROI), by prescribing kinematic conditions along its boundary. As a drawback of this local approach, worsened by the slender geometry and the nonlinear material behavior, noise on data from the outer boundary propagate throughout the sub-domain, influencing the final esti...