Ōtaguro, Ootaguro or Outaguro (written: or ) is a Japanese surname. Notable people with the surname include:

, Japanese music critic , Japanese Nationalist and the leader of the Shinpūren Rebellion

See also Ōtaguro Park, an urban park in Tokyo, Japan