Automatic Classification of Handsegmented Image Parts using Differential Evolution (Articolo in rivista)

Type
Label
  • Automatic Classification of Handsegmented Image Parts using Differential Evolution (Articolo in rivista) (literal)
Anno
  • 2006-01-01T00:00:00+01:00 (literal)
Alternative label
  • De Falco Ivanoe, Tarantino Ernesto, Della Cioppa Antonio (2006)
    Automatic Classification of Handsegmented Image Parts using Differential Evolution
    in Lecture notes in computer science
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • De Falco Ivanoe, Tarantino Ernesto, Della Cioppa Antonio (literal)
Pagina inizio
  • 403 (literal)
Pagina fine
  • 414 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 3907- (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note
  • in fase di pubblicazione (literal)
Note
  • ISI Web of Science (WOS) (literal)
Titolo
  • Automatic Classification of Handsegmented Image Parts using Differential Evolution (literal)
Abstract
  • Differential Evolution, a version of an Evolutionary Algorithm, is used to perform automatic classification of handsegmented image parts collected in a seven–class database. Our idea is to exploit it to find the positions of the class centroids in the search space such that for any class the average distance of instances belonging to that class from the relative class centroid is minimized. The performance of the resulting best individual is computed in terms of error rate on the testing set. Then, such a performance is compared against those of other ten classification techniques well known in literature. Results show the effectiveness of the approach in solving the classification task. (literal)
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