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Fig. 2.1 Top 16 retrievals obtained by retrieving textures D625, D669, and D1700 from the
Brodatz database, using RBF-1. Images on the left ,( a ), ( c ), and ( e ) show results before learning,
and images on the right, ( b ), ( d ), and ( f ), show results after learning
2.4
Multi-Class Radial Basis Function Method
In image retrieval, particularly in general image collections, the relevancy of images
to a specific query is most appropriately characterized by a multi-class modeling
approach. For example, when a user has a query for a plane, she or he may
wish to have any image containing planes. The semantics of a plane is usually
described by a variety of models, which are correlated, but each of which has its
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