This paper is a well known sketch recognition paper that can recognize 16 shapes with a simple algorithm.
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This is a good paper for beginning sketch recognition. It is easy to implement, and can recognize a fair set of shapes. Higher level systems can be built on top of this to create simple yet rich sketch interfaces.
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