Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation

Detalhes bibliográficos
Autor(a) principal: Botelho, Mosar Faria
Data de Publicação: 2008
Outros Autores: Centeno, Jorge Antonio Silva
Tipo de documento: Artigo
Idioma: por
Título da fonte: Acta scientiarum. Technology (Online)
Texto Completo: http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/1489
Resumo: The images produced by QuickBird II sensor and laser scanner data are expensive products to commercialize. Therefore, it has shown its value in the processing of digital images. The goal of this work is to show a viable option for building identification through high resolution image classification using laser scanner system data and images of QuickBird II. For doing so, it used intensity and altimetry laser data integrated with the panchromatic band of the QuickBird II sensor; by means of neural network algorithms and a region oriented approach. The work is justified because it uses recent technologies (laser scanner and QuickBird II images), and it can reduce the production costs of a thematic map. The method showed viable the elaboration of a thematic map
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spelling Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientationIntegração de dados do laser scanner com a banda pan-cromática do sensor QuickBird II para a identificação de edificações através das redes neurais numa abordagem orientação a regiões - DOI: 10.4025/actascitechnol.v27i2.1489sensoriamento remotoredes neurais artificiaislaser scanner3.00.00.00-9 EngenhariasThe images produced by QuickBird II sensor and laser scanner data are expensive products to commercialize. Therefore, it has shown its value in the processing of digital images. The goal of this work is to show a viable option for building identification through high resolution image classification using laser scanner system data and images of QuickBird II. For doing so, it used intensity and altimetry laser data integrated with the panchromatic band of the QuickBird II sensor; by means of neural network algorithms and a region oriented approach. The work is justified because it uses recent technologies (laser scanner and QuickBird II images), and it can reduce the production costs of a thematic map. The method showed viable the elaboration of a thematic mapA imagens produzidas pelo sensor QuickBird II e pelos dados laser scanner são produtos caros para comercialização, porém têm mostrado seu valor técnico-científico no processamento digital de imagens. O objetivo deste estudo está em mostrar uma alternativa viável para a identificação de edificações através da classificação de imagem de alta resolução utilizando dados do sistema laser scanner e imagens do QuickBird II. No intuito de diminuir os custos na aquisição dos dados para o processamento digital, foram utilizados dados de intensidade e altimetria do laser, integrando-os com a banda pan-cromática do sensor QuickBird II, por meio do algoritmo de redes neurais e uma abordagem orientada a regiões. O trabalho justifica-se por utilizar tecnologias recentes (laser scanner e imagem QuickBird II) e um algoritmo integrador de variáveis de diferentes origens (as redes neurais artificiais), na elaboração de mapas temáticos com custos menores. O método mostrou-se viável para a elaboração de mapa temáticoUniversidade Estadual De Maringá2008-03-27info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/148910.4025/actascitechnol.v27i2.1489Acta Scientiarum. Technology; Vol 27 No 2 (2005); 207-213Acta Scientiarum. Technology; v. 27 n. 2 (2005); 207-2131806-25631807-8664reponame:Acta scientiarum. Technology (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMporhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/1489/849Botelho, Mosar FariaCenteno, Jorge Antonio Silvainfo:eu-repo/semantics/openAccess2024-05-17T13:02:37Zoai:periodicos.uem.br/ojs:article/1489Revistahttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/indexPUBhttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/oai||actatech@uem.br1807-86641806-2563opendoar:2024-05-17T13:02:37Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)false
dc.title.none.fl_str_mv Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
Integração de dados do laser scanner com a banda pan-cromática do sensor QuickBird II para a identificação de edificações através das redes neurais numa abordagem orientação a regiões - DOI: 10.4025/actascitechnol.v27i2.1489
title Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
spellingShingle Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
Botelho, Mosar Faria
sensoriamento remoto
redes neurais artificiais
laser scanner
3.00.00.00-9 Engenharias
title_short Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
title_full Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
title_fullStr Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
title_full_unstemmed Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
title_sort Integration of the laser scanner with image panchromatic of QuickBird II in identification of building using neural network and region orientation
author Botelho, Mosar Faria
author_facet Botelho, Mosar Faria
Centeno, Jorge Antonio Silva
author_role author
author2 Centeno, Jorge Antonio Silva
author2_role author
dc.contributor.author.fl_str_mv Botelho, Mosar Faria
Centeno, Jorge Antonio Silva
dc.subject.por.fl_str_mv sensoriamento remoto
redes neurais artificiais
laser scanner
3.00.00.00-9 Engenharias
topic sensoriamento remoto
redes neurais artificiais
laser scanner
3.00.00.00-9 Engenharias
description The images produced by QuickBird II sensor and laser scanner data are expensive products to commercialize. Therefore, it has shown its value in the processing of digital images. The goal of this work is to show a viable option for building identification through high resolution image classification using laser scanner system data and images of QuickBird II. For doing so, it used intensity and altimetry laser data integrated with the panchromatic band of the QuickBird II sensor; by means of neural network algorithms and a region oriented approach. The work is justified because it uses recent technologies (laser scanner and QuickBird II images), and it can reduce the production costs of a thematic map. The method showed viable the elaboration of a thematic map
publishDate 2008
dc.date.none.fl_str_mv 2008-03-27
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/1489
10.4025/actascitechnol.v27i2.1489
url http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/1489
identifier_str_mv 10.4025/actascitechnol.v27i2.1489
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/1489/849
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual De Maringá
publisher.none.fl_str_mv Universidade Estadual De Maringá
dc.source.none.fl_str_mv Acta Scientiarum. Technology; Vol 27 No 2 (2005); 207-213
Acta Scientiarum. Technology; v. 27 n. 2 (2005); 207-213
1806-2563
1807-8664
reponame:Acta scientiarum. Technology (Online)
instname:Universidade Estadual de Maringá (UEM)
instacron:UEM
instname_str Universidade Estadual de Maringá (UEM)
instacron_str UEM
institution UEM
reponame_str Acta scientiarum. Technology (Online)
collection Acta scientiarum. Technology (Online)
repository.name.fl_str_mv Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)
repository.mail.fl_str_mv ||actatech@uem.br
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