Dellonte Seburn, 33, was taken into custody in Hyattsville, Md. by the U.S. Marshal Service.
He's being held in Maryland pending extradition.
Police said Seburn robbed the Mechanics and Farmers Bank on East Hargett Street on Sept. 24..
Investigators said Seburn took a cab both to and from the crime scene.