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@InProceedings{FariaSantRochTorr:2012:AuClFu,
               author = "Faria, Fabio Augusto and Santos, Jefersson Alex dos and Rocha, 
                         Anderson and Torres, Ricardo da Silva",
          affiliation = "{University of Campinas} and {University of Campinas} and 
                         {University of Campinas} and {University of Campinas}",
                title = "Automatic Classifier Fusion for Produce Recognition",
            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 = "Recognition, Ensemble of Classifiers, Diversity Measures.",
             abstract = "Recognizing different kinds of fruits and vegetables is a common 
                         task in supermarkets. This task, however, poses several challenges 
                         as it requires the identification of different species of a 
                         particular produce and also its variety. Usually, existing 
                         computer-based recognition approaches are not automatic and demand 
                         long-term and laborious prior training sessions. This paper 
                         presents a novel framework for classifier fusion aiming at 
                         supporting the automatic recognition of fruits and vegetables in a 
                         supermarket environment. The objective is to provide an effective 
                         mechanism for combining low-cost classifiers trained for specific 
                         classes of interest. The experiments performed demonstrate that 
                         the proposed framework yields better results than several related 
                         work found in the literature and represents a step forward 
                         automatic produce recognition in cashiers of supermarkets.",
  conference-location = "Ouro Preto",
      conference-year = "Aug. 22-25, 2012",
             language = "en",
           targetfile = "2012-sibgrapi-ffaria-vs-03.pdf",
        urlaccessdate = "2021, Jan. 28"
}


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