Cagnoni is an Italian surname. Notable people with the surname include:
Amerino Cagnoni (1853–1926), Italian painter Antonio Cagnoni (1828–1896), Italian composer Luca Cagnoni (born 2004), Canadian ice hockey player Romano Cagnoni (1935–2018), Italian photographer