Piccone is an Italian surname. Notable people with the surname include:

Carmen Piccone (1929–2005), American football coach Lou Piccone (born 1949), American football player Paul Piccone (1940–2004), Italian-American philosopher, critical theorist, intellectual historian and journal editor