The upcoming film takes place in 1939 when then US President Franklin Roosevelt (Bill Murray) and First Lady Eleanor (Olivia Williams) host the King and Queen of England (Samuel West and Olivia Colman) for a weekend at their New York home.
The English monarchs desperately look for Roosevelt's support as Britain is close to entering into war with Germany. Their weekend soon escalates into an unforgettable one.
Hyde Park on Hudson also stars Laura Linney and is directed by Roger Michell.
Hyde Park on Hudson is set to open to cinemas on December 7, 2012 in the US. A UK date has yet to be finalised.
Murray currently stars in Moonrise Kingdom, which had its world premiere at the 2012 Cannes Film Festival.
Photo gallery - Bill Murray at the Moonrise Kingdom Cannes premiere:
Copyright: PA Images Joel Ryan/AP