Hearn was born in and named after the island of Lefkada, one of the Greek Ionian Islands, on 27 June 1850. He was the son of Surgeon-Major Charles Bush Hearn (of County Offaly, Ireland) and Rosa Antoniou Kassimatis, a Greek woman.