@InProceedings{SchultzLuizSancForm:2015:QuClAu,
author = "Schultz, Bruno and Luiz, Alfredo Jos{\'e} Barreto and Sanches,
Ieda Del Arco and Formaggio, Ant{\^o}nio Roberto",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {} and
{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)}",
title = "Qualidade da classifica{\c{c}}{\~a}o autom{\'a}tica de imagens
de sensoriamento remoto em trabalhos apresentados nas
edi{\c{c}}{\~o}es anteriores do SBSR",
booktitle = "Anais...",
year = "2015",
editor = "Gherardi, Douglas Francisco Marcolino and Arag{\~a}o, Luiz
Eduardo Oliveira e Cruz de",
pages = "2357--2364",
organization = "Simp{\'o}sio Brasileiro de Sensoriamento Remoto, 17. (SBSR)",
publisher = "Instituto Nacional de Pesquisas Espaciais (INPE)",
address = "S{\~a}o Jos{\'e} dos Campos",
abstract = "A study has been carried out considering 18 years of papers
published in the Simp{\'o}sio Brasileiro de Sensoriamento Remoto
(Brazilian Remote Sensing Symposium) related to the subject of
satellite image classification. The aim of the study was to assess
the degree of progress made in thematic mapping through
developments in classification algorithms, different approaches
(per-pixel or object-based) and methods (unsupervised and
supervised). The result of 238 reported classification experiments
were quantitatively analyzed through Kappa Index (KI) results.
Several parameters were used to relate the experiments, as type of
approach, method, number of samples and classes, used sensor
system, etc. Overall, the results showed that no significant
improvement was found in KI results after 18 years SBSR. The mean
and KI values was found to be 0.71 and standard deviation of 0.14.
Relations between KI results and number of class, type of approach
and method could not be found. Thirty one percent of the
experiments analyzed did not present sufficient methodological
information, thus, they were excluded from the analysis.",
conference-location = "Jo{\~a}o Pessoa",
conference-year = "25-29 abr. 2015",
isbn = "978-85-17-0076-8",
label = "477",
language = "pt",
organisation = "Instituto Nacional de Pesquisas Espaciais (INPE)",
ibi = "8JMKD3MGP6W34M/3JM49TF",
url = "http://urlib.net/ibi/8JMKD3MGP6W34M/3JM49TF",
targetfile = "p0477.pdf",
type = "Classifica{\c{c}}{\~a}o e minera{\c{c}}{\~a}o de dados",
urlaccessdate = "03 jun. 2024"
}