Storhaug is a surname. Notable people with the surname include:
Åge Storhaug (1938–2012), Norwegian gymnast Arne Storhaug (born 1950), Norwegian politician Hans Storhaug (1915–1995), Norwegian resistance member Hege Storhaug (born 1962), Norwegian journalist, author and political activist Lars Storhaug (born 1935), Norwegian farmer and politician