Moisture is very effective in curing keratosis pilaris on face, hence frequent application of moisturizing cream or lotion containing urea and propylene glycol helps soften, thick rough skin. Since the condition is more prevalent in winter months, keep the temperature of your home between 68 to 70º F to ensure that the air inside the room is not very dry.