The problem of designing Luenberger observers for estimating a set of linear functions of the state of a linear time-invariant system under the requirement that the observer function perfectly despite the presence of perturbations of the system parameters from a known class, is constructively solved using notions from the geometric theory of linear systems. The close connection between tins problem and the problem of observer design for linear systems with unknown inputs is pointed out.