The pair was rested as a precaution ahead of the World Cup qualifier against Kazakhstan.
England face Kazakhstan on Saturday and Andorra on 10 June.
Cole suffered a minor problem in the FA Cup final win over Everton on Saturday.
Ferdinand has been struggling with a long-standing calf injury.
