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Teaching a Computer to Watch TV - Nemotoad - 2010-04-25
This is interesting:
http://www.seas.upenn.edu/media/feature-taskar.php
Not sure what the results are like. I wonder what the results would be for something more stylised that also has a huge fanbase, like anime. It's possible you could get more accurate results and use that as a middle step to more complex images.