Rosacea on the eyelids is called blepharitis and is commonly seen. This is part of an inflammatory skin condition that leads to irritation, dryness, sensitivity and redness. A dermatologist and ophthalmologist can recommend treatments to improve the appearance and discomfort of blepharitis.