@InProceedings{DeusSantFons:2011:CoMéCl,
author = "Deus, Leonardo Rodrigues de and Santos, Rafael and Fonseca, Leila
Maria Garcia",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)} and {Instituto Nacional de
Pesquisas Espaciais (INPE)}",
title = "Compara{\c{c}}{\~a}o de m{\'e}todos de
classifica{\c{c}}{\~a}o da cobertura do solo urbano utilizando
imagens IKONOS II com e sem aux{\'{\i}}lio de dados LiDAR",
booktitle = "Anais...",
year = "2011",
pages = "213--218",
organization = "Workshop de Vis{\~a}o Computacional, 7.",
publisher = "Universidade Federal do Paran{\'a}",
keywords = "sensoriamento remoto, classifica{\c{c}}{\~a}o de imagem,
processamento digital de imagens.",
abstract = "This study aims to use remote sensing data, comprising images of
the IKONOS sensor II and LiDAR data, to classify urban land cover,
and to evaluate whether LiDAR data can provide more precise
classification results. We used three different classification
methods implemented in the Weka software: IBK, J48, and MLP to
process the data. The results showed that, for all classifiers,
the use of IKONOS II images in association with LiDAR data enabled
the urban land cover be classified more accurately, improving the
accuracy by 5% for the study area.",
conference-location = "Curitiba Curitiba",
label = "lattes: 2017155890118770 1 DeusSantFons:2011:CoM{\'e}Cl",
language = "pt",
targetfile = "deus_comparacao.pdf",
urlaccessdate = "06 maio 2024"
}