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Insights from Classifying Visual Concepts with Multiple Kernel Learning

Combining information from various image features has become a standard technique in concept recognition tasks. However, the optimal way of fusing the resulting kernel functions is usually unknown in practical applications. Multiple kernel learning (MKL) techniques allow to determine an optimal line...

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Detalhes bibliográficos
Main Authors: Binder, Alexander, Nakajima, Shinichi, Kloft, Marius, Müller, Christina, Samek, Wojciech, Brefeld, Ulf, Müller, Klaus-Robert, Kawanabe, Motoaki
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3427351/
https://ncbi.nlm.nih.gov/pubmed/22936970
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0038897
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