Firth will play a recently widowed man who moves to Italy with his teenage daughter to begin a new life, although he can not shake the ghosts from his past.
Winterbottom is currently directing the film A Mighty Heart, which stars Angelina Jolie.
Colin Firth is best known for his performances in the films Bridget Jones’s Diary, Love Actually and Pride and Prejudice.