Redness and heat on the face, a little itchy, peeling and dryness are considered to be caused by seborrheic dermatitis. Seborrheic dermatitis occurs at the site of seborrhea and is a chronic papulosquamous, superficial inflammatory skin disease that causes itching, peeling and dryness in addition to facial redness and heat.