I have the choice to leave my phone at home, or take out the battery, or if I'm feeling incredibly paranoid even stick it in a Faraday cage. My face, is my face.
Again I'm not really seeing your point. One goes about in public "openly and notoriously" as the legal jargon goes. It is expected that one's face would be recognized.