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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Bibliographic Details
Main Authors: Binder, Alexander, Nakajima, Shinichi, Kloft, Marius, Müller, Christina, Samek, Wojciech, Brefeld, Ulf, Müller, Klaus-Robert, Kawanabe, Motoaki
Format: Artigo
Language:Inglês
Published: Public Library of Science 2012
Subjects:
Research Article
Online Access: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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