I've actually been working on this a couple days since first seeing the PerSquareMile post...

I guess the cat's out of the bag now, here's my proof of concept:

http://sunspeck.com/urban-forest-computer-vision/

There is a bit of extant literature on this, also, you'll see the link in there. Pretty interesting.