Praying to people outside the Trinity?

I understand that the Catholic Church direct some prayers to Mary, the Mother of Jesus. For me it would be strange to address my prayers to anyone outside the Holy Trinity. Do Catholics pray to any other individuals other than God? Is praying 'to' individuals other than God widely practiced in any other denomination? If so, who do they pray to and why?