Lebourg is a surname. Notable people with the surname include:
Albert Lebourg (1849–1928), French Impressionist and Post-Impressionist landscape painter of the Rouen School Charles-Auguste Lebourg (1829–1906), French sculptor Nicolas Lebourg (born 1974), French historian Pierrick Lebourg (born 1989), French professional footballer