How to get rid of scaly skin?

My legs, (knee downwards) are scaly. I don't know why, I always thought it was really dry skin. I've tried loads of creams and oils, nivea, neutrogena, dove, bio oil, baby oil, loads more. Nothing worked..How can I get rid of the scales? Please help me!!