William Canney, 73, was last seen in the Inglewood Road area at approximately 10pm on Sunday, 22 November.
He suffers from dementia and officers are becoming increasingly concerned for his welfare.
William was last seen wearing a green jacket and dark trousers.
Anyone with information is asked to call police on 101, quoting reference Cad 7299/22Nov.