The Collaborative International Dictionary of English v.0.48:

Iconomania \I`co*no*ma"ni*a\, n. [NL. See Icon, and Mania.]
   A mania or infatuation for icons, whether as objects of
   devotion, bric-a-brac, or curios.
   [Webster 1913 Suppl.]