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@InProceedings{El-DinMousMahd:2012:MiTwGe,
               author = "El-Din, Yomna Safaa and Moustafa, Mohamed N. and Mahdi, Hani",
          affiliation = "Department of Computer and Systems Engineering, Ain Shams 
                         University, Cairo, Egypt and Department of Computer Science and 
                         Engineering, American University in Cairo, New Cairo, Egypt and 
                         Department of Computer and Systems Engineering, Ain Shams 
                         University, Cairo, Egypt",
                title = "A mixture of two gender classification experts",
            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 = "committee machines, Bayes, gender classification.",
             abstract = "This paper presents a novel method for combining the outputs of 
                         different gender classification techniques based on facial images. 
                         Merging the methods is performed by a committee machine using the 
                         Bayesian theorem. We implement and compare several well-known 
                         individual classifiers on four different datasets, then we 
                         experiment the proposed machine, and show that it significantly 
                         improves the accuracy of classification compared to individual 
                         classifiers. We also include results that address the effect of 
                         scale on the performance of classifiers.",
  conference-location = "Ouro Preto",
      conference-year = "Aug. 22-25, 2012",
             language = "en",
           targetfile = "101351_CameraReadyIEEE.pdf",
        urlaccessdate = "2021, Jan. 27"
}


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