Booth was born in St. Pancras, London, Great Britain, the son of Richard Booth, a lawyer and avid supporter of the American cause, and Jane Elizabeth Game.
In August 1814, Junius met Marie Christine Adelaide Delannoy while boarding at her mother's home in Brussels.