Golan Levin gives a nice introduction to computer vision in this essay, including a little history of the use of CV in art, and examples of some of the tools and problems involved. For anyone beginning to look into computer vision from a non-engineering perspective, Computer Vision for Artists and Designers: Pedagogic Tools and Techniques for Novice Programmers is a good place to start.
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