Metal Gear Solid and Splinter Cell are by far the best stealth series's in my opinion, particularly, MGS 3 and Double Agent for the PS2.
But I'd have to say The Last of Us has probably got one of the best stealth mechanics I've ever played, even though its not a straight up stealth game. One...