Montgomery suffered a groin injury during Sunday's game at Tennessee.
Prior to his exit in the middle of the second quarter, Montgomery had five carries for 11 yards. While Montgomery is considered questionable to return after walking slowly to the locker room, Woody Marks will take on lead-back duties for the Texans in the meantime.