Decatur, city, seat (1823) of DeKalb county, northwestern Georgia, U.S. It is an eastern suburb of Atlanta. Named for Stephen Decatur, the American naval hero of the War of 1812, it was originally a trading centre for small farmers, and stone quarrying was an early activity in …