Tom Ford Violet Blonde was picked as the women's best luxury fragrance, and Gucci Guilty Pour Homme in the same category for men.
Bieber was named the Elizabeth Taylor Fragrance Celebrity of the Year.
For broad appeal, Heidi Klum's Shine won for women and Curve Appeal by Elizabeth Arden won for men.
The industry group put on the ceremony Monday night with Jane Lynch as emcee.
"I'm honoured to be here tonight to serve as your host. Selecting me as host makes perfect sense, because when you think of a sexy, delicate and floral fragrance, you think, 'Jane Lynch,'" she said.Suggest a correction