Olive Miller may refer to:

  • Olive Beaupré Miller (1883–1968), American writer, publisher and editor of children's literature
  • Olive Hilda Miller (1921–2020), British missionary, journalist and philanthropist
  • Olive Thorne Miller, a nom de plume of Harriet Mann Miller (1831–1918), American author, naturalist, and ornithologist