The southbound Crescent from New York City , for the same period , stopped in Atlanta , Georgia , with the northbound trains starting in Atlanta as well . The southbound Crescent from New York City , for the same period , terminated in Atlanta , Georgia , with the corresponding northbound trains originating in Atlanta as well .