Ask HN: Image recognition books and resources

I'm interested in learning some basic image recognition and analysis techniques. The ideal resource would be one that starts from scratch and includes lots of examples and code.

There are several expensive books on Amazon and the web turns up plenty of technical papers, but I'm not sure where to begin.

Any recommendations?