@InProceedings{OliveiraAraúSeveGome:2002:ClImCo,
author = "Oliveira, Camillo Jorge Santos and Ara{\'u}jo, Arnaldo de
Albuquerque and Severiano J{\'u}nior, Carlos Alberto and Gomes,
Daniel Ribeiro",
title = "Classifying images collected on the World Wide Web",
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 work presents the classification of images collected on the
World Wide Web, using a supervised classification method, called
ID3 (Itemized Dichotomizer 3). The classification consists in
separating the images into two semantic classes: graphics and
photographs. Photographs include natural scenes, like people,
faces, animals, flowers, landscapes and cities. Graphics are
logos, drawings, icons, maps, and backgrounds, usually generated
by computer. To validate the classifier we used the k-fold
cross-validation. In the experimental tests 95.6% of the images
were correctly classified.",
conference-location = "Fortaleza, CE, Brazil",
conference-year = "10-10 Oct. 2002",
doi = "10.1109/SIBGRA.2002.1167162",
url = "http://dx.doi.org/10.1109/SIBGRA.2002.1167162",
language = "en",
organisation = "SBC - Brazilian Computer Society",
ibi = "6qtX3pFwXQZeBBx/vRU2j",
url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/vRU2j",
targetfile = "90.pdf",
urlaccessdate = "2024, Dec. 02"
}