This paper shows holy the method for semiglobal stabilization by output feedback, based on high-gain observer and saturation, and the method for structurally stable regulation, based on system immersion, can be effectively coupled in order to solve problems of robust output regulation in the presence of parameter uncertainties ranging over compact sets.