Canavese or Canavèse is an Italian surname. Notable people with the surname include:
- Antonin Canavese (1929 – 2016), French racing cyclist
- Dominique Canavèse (1923 – 2006), French racing cyclist
- Pierre Canavèse (born 1945), French former freestyle swimmer