Laurent Despois / Splash News 1 / 2
Laurent Despois / Splash News 1 / 2

Actor Jon Voight joined his daughter Angelina Jolie and her family in Italy on Sunday.

RELATED: See more Angelina Jolie photos

Though the father-daughter duo haven't been spotted in public together for several years, Voight stepped out with Jolie, her longtime love Brad Pitt and their children in Venice, Italy's Grand Canal.

RELATED: See more Brad Pitt photos

According to People.com, Jolie is gearing up to shoot her new film "The Tourist" alongside Johnny Depp in Venice.

RELATED: See more Johnny Depp photos

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