Fitzhubert is a surname. Notable people with the surname include:

Ralph Fitzhubert (1045–1086), Anglo-Norman landowner Robert Fitzhubert (, Flemish mercenary active in England

See also Clevont Fitzhubert, a 1981 album by American jazz musician Oliver Lake