@InProceedings{OliveiraJrCarvFreiSabo:2002:EvNNHM,
               author = "Oliveira Junior, Jose Josemar de and Carvalho, Joao Marques de and 
                         Freitas, Cinthia Obladen de Almendra and Sabourin, Robert",
                title = "Evaluating NN and HMM classifiers for handwritten word 
                         recognition",
            booktitle = "Proceedings...",
                 year = "2002",
               editor = "Gon{\c{c}}alves, Luiz Marcos Garcia and Musse, Soraia Raupp and 
                         Comba, Jo{\~a}o Luiz Dihl and Giraldi, Gilson and Dreux, 
                         Marcelo",
         organization = "Brazilian Symposium on Computer Graphics and Image Processing, 15. 
                         (SIBGRAPI)",
            publisher = "IEEE Computer Society",
              address = "Los Alamitos",
                 note = "The conference was held in Fortaleza, CE, Brazil, from October 7 
                         to 10.",
             abstract = "This paper evaluates NN and HMM classifiers applied to the 
                         handwritten word recognition problem. The goal is analyse the 
                         individual and combined performance of these classifiers. They are 
                         evaluated considering two different combination strategies and the 
                         experiments are performed with the same database and similar 
                         feature sets. The strategy proposed takes advantage of the 
                         different but complementary mechanisms of NN and HMM to obtain a 
                         more efficient hybrid classifier. The recognition rates obtained 
                         vary from 75.9% using the HMM classifier alone to 90.4% 
                         considering the NN and HMM combination.",
  conference-location = "Fortaleza, CE, Brazil",
      conference-year = "10-10 Oct. 2002",
                  doi = "10.1109/SIBGRA.2002.1167145",
                  url = "http://dx.doi.org/10.1109/SIBGRA.2002.1167145",
             language = "en",
         organisation = "SBC - Brazilian Computer Society",
                  ibi = "6qtX3pFwXQZeBBx/vRT7J",
                  url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/vRT7J",
           targetfile = "79.pdf",
        urlaccessdate = "2024, May 02"
}