Adaptive committees of feature-specific classifiers for image classification (Contributo in atti di convegno)

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  • Adaptive committees of feature-specific classifiers for image classification (Contributo in atti di convegno) (literal)
Anno
  • 2009-01-01T00:00:00+01:00 (literal)
Alternative label
  • Fagni T.; Falchi F.; Sebastiani F. (2009)
    Adaptive committees of feature-specific classifiers for image classification
    in 2nd International Workshop on Image Mining Theory and Applications, Lisbon, PT
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Fagni T.; Falchi F.; Sebastiani F. (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note
  • In: IMTA'09 - 2nd International Workshop on Image Mining Theory and Applications (Lisbon, PT, 7 febbraio 2009). Proceedings, pp. 113 - 122. Igor Gurevich, Heinrich Niemann, Ovidio Salvetti (eds.). INSTICC Press, 2009. (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#descrizioneSinteticaDelProdotto
  • ABSTRACT: We present a system for image classification based on an adaptive committee of five classifiers, each specialized on classifying images based on a single MPEG-7 feature. We test four different ways to set up such a committee, and obtain important accuracy improvements with respect to a baseline in which a single classifier, working an all five features at the same time, is employed. (literal)
Note
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • CNR-ISTI, Pisa (literal)
Titolo
  • Adaptive committees of feature-specific classifiers for image classification (literal)
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