Similarity-Based Pattern Analysis and Recognition edited by Marcello Pelillo.
The pattern recognition and machine learning communities have, until recently, focused mainly on feature-vector representations, typically considering objects in isolation. However, this paradigm is being increasingly challenged by similarity-based approaches, which recognize the importance of relat...
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