Shortly after, police released a surveillance picture from a convenience store in Skokie.
Police say the men used a credit card stolen from one of the victims.
The man on the left -- who turned himself in -- is identified as 23-year-old Timothy Blue. He was later identified in a police line-up.
The second person in the picture, on the right, has not yet been caught.