@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, MG, Brazil",
conference-year = "22-25 Aug. 2012",
doi = "10.1109/SIBGRAPI.2012.42",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2012.42",
language = "en",
ibi = "8JMKD3MGPBW34M/3CA2238",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3CA2238",
targetfile = "2012-sibgrapi-ffaria-vs-03.pdf",
urlaccessdate = "2024, Apr. 28"
}