What are some methods for asking strangers for their photograph, in a non-creepy way?

[White Elephant]

I really love people (and their faces), and often find a strong impulse to photograph them. The problem is that it's difficult to sneak a good picture, and I would feel totally awkward asking to take their picture. What's a good, non-creepy/awkward way of achieving this in your opinion??