Colarossi is an Italian surname. Notable people with the surname include:

Angelo Colarossi (1875–1949), British model Domenico Colarossi (Nico Fidenco; 1933–2022), Italian singer and composer Filippo Colarossi (1841–1906), Italian sculptor and model Mario Colarossi (1929–2010), Italian sprinter