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@InProceedings{MansanoMaAfPaFaTo:2012:ImImCl,
               author = "Mansano, Alex Fernandes and Matsuoka, Jessica Akemi and Afonso, 
                         Luis Claudio Sugi and Papa, Joao Paulo and Faria, Fabio and 
                         Torres, Ricardo da Silva",
          affiliation = "{UNESP - Univ Estadual Paulista} and {UNESP - Univ Estadual 
                         Paulista} and {UNESP - Univ Estadual Paulista} and {UNESP - Univ 
                         Estadual Paulista} and {University of Campinas} and {University of 
                         Campinas}",
                title = "Improving Image Classification Through Descriptor Combination",
            booktitle = "Proceedings...",
                 year = "2012",
               editor = "Freitas, Carla Maria Dal Sasso and Sarkar, Sudeep and Scopigno, 
                         Roberto and Silva, Luciano",
         organization = "Conference on Graphics, Patterns and Images, 25. (SIBGRAPI)",
            publisher = "IEEE Computer Society",
              address = "Los Alamitos",
             keywords = "Image classification, Evolutionary algorithms, Descriptor 
                         Combination.",
             abstract = "The efficiency in image classification tasks can be improved using 
                         combined information provided by several sources, such as shape, 
                         color, and texture visual properties. Although many works proposed 
                         to combine different feature vectors, we model the descriptor 
                         combination as an optimization problem to be addressed by 
                         evolutionary-based techniques, which compute distances between 
                         samples that maximize their separability in the feature space. The 
                         robustness of the proposed technique is assessed by the 
                         Optimum-Path Forest classifier. Experiments showed that the 
                         proposed methodology can outperform individual information 
                         provided by single descriptors in well-known public datasets.",
  conference-location = "Ouro Preto",
      conference-year = "Aug. 22-25, 2012",
             language = "en",
           targetfile = "opf-sibgrapi12-versao-final.pdf",
        urlaccessdate = "2021, Jan. 24"
}


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