Image Classifiers for Scene Analysis (Contributo in atti di convegno)

Type
Label
  • Image Classifiers for Scene Analysis (Contributo in atti di convegno) (literal)
Anno
  • 2006-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1007/1-4020-4179-9 (literal)
Alternative label
  • Le Saux B.; Amato G. (2006)
    Image Classifiers for Scene Analysis
    in ICCVG 04, International Conference on Computer Vision and Graphics, Warsaw, 22-24 September 2004
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Le Saux B.; Amato G. (literal)
Pagina inizio
  • 39 (literal)
Pagina fine
  • 44 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume
  • Computer Vision and Graphics International Conference, ICCVG 2004, Warsaw, Poland, September 2004, Proceedings (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#volumeInCollana
  • 32 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note
  • (Poland September 12-17), 2004. (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • ISTI-CNR (literal)
Titolo
  • Image Classifiers for Scene Analysis (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn
  • 1-4020-4178-0 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#curatoriVolume
  • K. Wojciechowski, B. Smolka, H. Palus, R.S. Kozera, W. Skarbek and L. Noakes (literal)
Abstract
  • The semantic interpretation of natural scenes, generally so obvious and effortless for humans, still remains a challenge in computer vision. We intend to design classifiers able to annotate images with keywords. Firstly, we propose an image representation appropriate for scene description: images are segmented into regions and indexed according to the presence of given region types. Secondly, we propound a classification scheme de- signed to separate images in the descriptor space. This is achieved by combining feature selection and kernel-method-based classification. (literal)
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