Bateman plays a mild-mannered man who discovers that his identity has been stolen by Melissa McCarthy's free-spirited criminal, and sets out on a road trip to track her down.
Jon Favreau, Amanda Peet, John Cho, Robert Patrick and Eric Stonestreet are among the supporting cast of Identity Thief, which is directed by Horrible Bosses helmer Seth Gordon.
Two characters posters from the film were released earlier this week.
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Identity Thief will be released on February 8, 2013 in the US and March 1 in the UK.
Watch a trailer for Horrible Bosses below: