@InProceedings{MartinsGuimFons:2002:TeFeNe,
author = "Martins, Mauricio Pozzobon and Guimaraes, Lamartine N. Frutuoso
and Fonseca, Leila Maria Garcia",
title = "Texture feature neural classifier for remote sensing image
retrieval systems",
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 = "Texture information is useful for image data browsing and
retrieval. The goal of this paper is to present a texture
classification system for remote sensing images addressed to the
administration of great collections of those images. The proposed
classifier is a hybrid system composed by an unsupervised neural
network and a supervised one. Starting from a small portion of the
image (pattern) the system should recognize the most similar class
to the pattern in a database as well as to identify the images
that contain similar patterns. The texture feature vectors used to
characterize the patterns are obtained from the images processed
by a bank of Gabor Filters. Some experimental results using
textures of the Brodatz album, multi-spectral and radar images
have presented here.",
conference-location = "Fortaleza, CE, Brazil",
conference-year = "10-10 Oct. 2002",
doi = "10.1109/SIBGRA.2002.1167129",
url = "http://dx.doi.org/10.1109/SIBGRA.2002.1167129",
language = "en",
organisation = "SBC - Brazilian Computer Society",
ibi = "6qtX3pFwXQZeBBx/vRThU",
url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/vRThU",
targetfile = "81.pdf",
urlaccessdate = "2024, Apr. 28"
}