statuophilia:

Sexual arousal from or attraction to statues of naked people and nude mannequins. Synonym: agalmatophilia .
See also: galateism; pictophilia; pygmalionism.

Quote: Alexander (Fisher Stevens) and Amanda (Sandra Bullock) in When the Party's Over (1991):
-- Alexander: ' You have this goddess thing about you, you know that? '
-- Amanda : ' Really .'
-- Alexander: ' You remind me of Aphrodite .'
-- Amanda : ' Well, maybe I should have been a statue in someone's garden .'