Lacau is a French surname. Notable people with the surname include:
Georges Loustaunau-Lacau (1894–1955), French army officer and politician; María Hortensia Lacau (1910-2006), Argentine pedagogue, writer, essayist, poet, educator; Pierre Lacau (1873–1963), French Egyptologist and philologist.