Alfred Joseph Francis "Gentleman Joe" Primeau (January 29, 1906 – May 14, 1989), was a Canadian professional ice hockey player.

Primeau played on the Leafs' Kid Line with Charlie Conacher and Busher Jackson.

Over his NHL career, Primeau scored 66 goals and 177 assists in 310 games.

He was interred in the Assumption Catholic Cemetery, Mississauga, Peel Regional Municipality.

Primeau won the Stanley Cup in his first year as head coach of the Maple Leafs in 1950–51.