Walter Horton may refer to:

  • Big Walter Horton (1921–1981), American blues harmonica player
  • Walter Horton (landowner) (1512–?), English politician
  • Walter H. Morton, locomotive engineer
  • Walter S. Horton (1857–1944), American football player and lawyer