Norman Frederick Mitchell (19 February 1900 – 8 March 1973) was an Australian sportsman who played first-class cricket for Victoria in the Sheffield Shield and Australian rules football with St Kilda in the Victorian Football League (VFL).

Mitchell's three VFL games came midway through the 1925 season and were against Fitzroy, South Melbourne and Essendon.

In the four first-class matches that he was picked in, two of them in the Sheffield Shield, it was as a middle order batsman.

He made the most of his chance in a match against Tasmania at the Melbourne Cricket Ground in 1926/27 when he scored 220 of Victoria's 552 first innings runs.

[1] His only other wicket at first-class level had come on his debut against New Zealand and was All Blacks rugby player Charlie Oliver.