According to the police, the masked man must have forced goods from the man and woman outdoors on Gångbrovägen in Ronneby and then left the place on foot.
The perpetrator is also said to have threatened the couple with a pistol-like object.
It is unclear whether the man and woman were injured in connection with the robbery.
The police have searched for the suspected perpetrator, but at present no one is in custody.