Automatic classification of digital photographs based on decision forests (Articolo in rivista)

Type
Label
  • Automatic classification of digital photographs based on decision forests (Articolo in rivista) (literal)
Anno
  • 2004-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1142/S0218001404003435 (literal)
Alternative label
  • Schettini R.; Brambilla C.; Cusano C.; Ciocca G. (2004)
    Automatic classification of digital photographs based on decision forests
    in International journal of pattern recognition and artificial intelligence; World Scientific Publ. Co. Pte. Ltd., Singapore (Singapore)
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Schettini R.; Brambilla C.; Cusano C.; Ciocca G. (literal)
Pagina inizio
  • 819 (literal)
Pagina fine
  • 845 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 18 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali
  • 27 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo
  • 5 (literal)
Note
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • Universita' Bicocca, Milano; IMATI-CNR, Milano; ITC-CNR, Milano; Universita' Bicocca, Milano (literal)
Titolo
  • Automatic classification of digital photographs based on decision forests (literal)
Abstract
  • Annotating photographs with broad semantic labels can be useful in both image processing and content-based image retrieval. We show here how low-level features can be related to semantic photo categories, such as indoor, outdoor and close-up, using decision forests consisting of trees constructed according to CART methodology. We also show how the results can be improved by introducing a rejection option in the classification process. Experimental results on a test set of 4,500 photographs are reported and discussed. (literal)
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