Classification in Non-Metric Spaces

Weinshall, Daphna, Jacobs, David W., Gdalyahu, Yoram

Neural Information Processing Systems 

A key question in vision is how to represent our knowledge of previously encountered objects to classify new ones. The answer depends on how we determine the similarity of two objects. Similarity tells us how relevant each previously seen object is in determining the category to which a new object belongs.

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