United slipped to a second Premier League defeat of the season on Tuesday evening after Chelsea came from behind to record a 2-1 success.
However, Ferguson was unhappy with Atkinson's handling of the high-octane encounter, particularly the failure to send off Chelsea goalscorer David Luiz.