The Collaborative International Dictionary of English v.0.48:

Steam up \Steam` up"\ (st[=e]m` [u^]p"), v. t.
   To cause to be covered by a translucent layer of condensed
   water in fine droplets, such as by breathing on a cold
   window; to fog; as, to steam up one's eyeglasses.
   [PJC]