Felice is a surname. Notable people with the surname include:
Cynthia Felice (born 1942), an American science fiction author
Danny Felice, a Gibraltarian guitarist
Fortunato Felice (1723–1789), an Italian nobleman and polymath
Frank Felice (born 1961), an American composer
Giovanni Felice (1899–1977), a Maltese politician
Jacqueline Felice de Almania, a 14th-century Italian woman physician
Leonel Felice (born 1983), an Argentine footballer
Nicholas Felice (born 1927), an American politician
Simone Felice, a 17th-century Italian engraver
Anna Felice, a Maltese judge