  Recurrent iterated function systems (RIFSs) are improvements of iterated
function systems (IFSs) using elements of the theory of Marcovian stochastic
processes which can produce more natural looking images. We construct new RIFSs
consisting substantially of a vertical contraction factor function and
nonlinear transformations. These RIFSs are applied to image compression.
