Hirooka (written: 広岡 or 廣岡) is a Japanese surname. Notable people with the surname include:

, Japanese businesswoman, banker and college founder , Japanese baseball player , Japanese baseball player

See also Hirooka Station, a railway station in Shiojiri, Nagano Prefecture, Japan