LED TV Vs. LCD TV - Which one's better?

Obviously, the choice depends on personal taste; however, I need information on difference between LED TV & LCD TVs.

From what I've gathered by reading few articles on the Internet LED TVs only add backlight to the LCD screen and make the screen appear brighter.

Is that the only difference? Has anyone had hands on with LED & LCD TVs?