A surveillance camera captured images of the suspects. One is pictured on the left, the second on the right and the third suspect is the second person from the right.
There is a fourth person in the photo (second from the left), but police say he is not a suspect.
After the robbery, police say the men left the bank in a gray or green colored 1996 Toyota 4Runner. Officers located the SUV in a Harris Teeter parking lot in the 3100 block of Edwards Mill Road.
Police say the vehicle was reported stolen in S.C. and the suspects probably switched vehicles in the grocery store parking lot.
Anyone who may have seen the suspects near the Harris Teeter should contact the Raleigh Police Department's Detective Division at (919) 996-3555.