Westrup is a surname. Notable people with the surname include,

Brianna Westrup (born 1997), American footballer Caroline Westrup (born 1986), Norwegian-Swedish professional golfer Jack Westrup (1904–1975), English musicologist Kate Westrup (1885–1928), English artist