A cushion for use on garden furniture is provided, which cushion comprises a filling and a removable cover. To avoid folds developing in the cover, prevent the cover from hanging loosely thereon and to enhance its general appearance, the cover is on its inside and the filling is on its outside provided with releasable mutually fitting connections. These connections can be press studs, VELCRO tape, or a snap connection. Thus the removable cover is kept in its position relative to the filling. According to a preferred embodiment, the connections fitted on the filling are plates comprising a hole attached to the filling, and the connections attached to the cover are plates or buttons comprising a mushroom-like extension, fitting in the holes, together forming a snap connection.