The k-order Voronoi diagram of a set of sites in the Klein hyperbolic disk is affine.
(It can be computed from an equivalent power diagram.)
The k-order Poincare hyperbolic Voronoi diagrams are obtained by a rescaling conformation around the disk origin.
Below is an example for n=16 points.