Fernyhough is a surname. Notable people with the surname include:
Bernard Fernyhough (1932–2000), British Anglican priest Christine Fernyhough, New Zealand writer Ernest Fernyhough (1908–1993), British politician Rowland Fernyhough (born 1954), British equestrian
See also Ferneyhough