He was close to Gustave Moreau. Bussière was inspired by the works of Hector Berlioz, William Shakespeare and Richard Wagner. He made the illustrations of the works of Honoré de Balzac, Théophile Gautier, Oscar Wilde and Gustave Flaubert. He also contributed to the magazine "Le Monde moderne" . 