Woodville is an English surname. Notable people with this surname include the following:

The English noble family: Elizabeth Woodville (c. 1437–1492), queen-consort of King Edward IV of England Catherine Woodville, Duchess of Buckingham and Bedford, otherwise Katherine Wydeville (1458–1497), sister of Elizabeth Richard Woodville, 1st Earl Rivers (1405–1469), father of Elizabeth, Katherine, Anthony, and Richard (3rd earl) Anthony Woodville, 2nd Earl Rivers (c. 1440–1483), son of Richard Woodville (1st earl) Richard Woodville, 3rd Earl Rivers (1453–1491), son of Richard Woodville (1st earl) (see also )

Others: William Woodville (1752–1805), British physician and botanist Richard Caton Woodville (1825–1855), American painter Richard Caton Woodville Jr. (1856–1927), English painter, son (posthumous) of Richard Caton Woodville Katherine Woodville (actress) (1938–2013), British film and television actress