Foot Corns and Calluses – Hardened layers of skin that develop from your skin’s response to friction and pressure. You may have foot corns if you experience a rough yellowing patch of lumpy or bumpy skin, skin that is sensitive to touch or pain when wearing shoes. Foot corns can be safely treated, and you can even prevent future ones.