Pélissier is a French surname, held by:
Aimable Pélissier (1794–1864), French soldier
Blandine Pélissier (born 1960), French actress
Charles Pélissier (1903–1959), French cyclist
Francis Pélissier (1894–1959), French cyclist
Franck Pélissier (born 1969), French writer
Henri Pélissier (1889–1935), French cyclist
Marie Pélissier (1706/7 – 1749), French singer
Michel Pélissier (born 1947), former préfet and CEO of Sonacotra
Olympe Pélissier (died 1878), salon hostess and second wife of Rossini
Philippe Pélissier, French figure skater
Éloi Pélissier, French rugby player
Pelissier
Anthony Pelissier (1912–88), British film director and producer
Harry Gabriel Pelissier (1874–1913), British theatre producer
Matt Pelissier, American rock drummer