It is Rooney's fourth signing in two days as he scrambles to sign players on short-term deals after a summer under a transfer embargo.
Morrison, 28, left Manchester United in 2012 for a career which has promised far more than it has ever delivered.
His last club was Den Haag in Holland. Derby will be his ninth club in English football.
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