Greenup is a surname of English origin. Notable people with the surname include:
Albert William Greenup (1866–1952), English Hebraist Arthur Greenup (1915–1980), Australian politician Christopher Greenup (1750–1818), American lawyer and politician Mary Greenup (1789–1846), British-Colombian businessperson William C. Greenup, American politician