In a method for producing bandages such as support bandages for knee and elbow joints, an elastic fabric material layer is provided on which reinforcement elements are placed and an uncured elastomer is applied to the fabric material in several layers or sprayed onto the fabric material layer so as to completely cover and embed the reinforcement elements which are firmly engaged thereby with the fabric material layer and form three-dimensional stabilizing structures projecting from the surface of the fabric material layer.