Philippoteaux's son Paul Philippoteaux was also an artist; both were famous for their production of cycloramas. Father and son collaborated on The Defence of the Fort d'Issy in 1871. They also collaborated on a cyclorama of the Battle of Gettysburg that became a celebrated work in the United States: