To dream that you are wearing or putting on rouge symbolises some form of deception. You are trying to get your way by tricking others. If rouge is rubbing off of your face, then it suggests that your true self is being revealed. Your intentions will be made known. 

To see others wearing rouge in your dream indicates that you are being manipulated and deceived.