{"id":4496,"date":"2019-12-13T17:37:37","date_gmt":"2019-12-13T17:37:37","guid":{"rendered":"http:\/\/adenilsongiovanini.com.br\/blog\/?p=4496"},"modified":"2022-08-09T23:27:28","modified_gmt":"2022-08-09T23:27:28","slug":"fusao-de-imagens","status":"publish","type":"post","link":"https:\/\/adenilsongiovanini.com.br\/blog\/fusao-de-imagens\/","title":{"rendered":"Fus\u00e3o de Imagens: O Que \u00e9 e Como Fazer?"},"content":{"rendered":"<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Fus\u00e3o de imagens<\/strong>, voc\u00ea acabou de encontrar um artigo definitivo a respeito do tema. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com a leitura do mesmo voc\u00ea aprender\u00e1:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O que \u00e9 a <strong>fus\u00e3o de imagens<\/strong>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Quais as t\u00e9cnicas utilizadas;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Quais os <strong>softwares que fazem a fus\u00e3o de imagens<\/strong> e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Tutoriais<\/strong> mostrando como fazer.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Vou abrir meu ba\u00fa do tesouro. Prossiga a leitura com m\u00e1xima aten\u00e7\u00e3o.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O que \u00e9 a fus\u00e3o de imagens<\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-26662\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fusao-de-imagens-780x472.png\" alt=\"fus\u00e3o de imagens\" width=\"780\" height=\"472\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fusao-de-imagens-780x472.png 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fusao-de-imagens-300x182.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fusao-de-imagens-768x465.png 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fusao-de-imagens-1536x929.png 1536w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fusao-de-imagens.png 1808w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A <strong>fus\u00e3o de imagens<\/strong> \u00e9 um processo que <strong>combina imagens com diferentes caracter\u00edsticas espectrais e espaciais para sintetizar uma nova imagem<\/strong> com melhor <a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/resolucao-espacial-espectral-radiometrica-e\/\"><span style=\"color: #0000ff;\">resolu\u00e7\u00e3o espacia<\/span>l<\/a> do que a imagem multiespectral original (<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/lume.ufrgs.br\/handle\/10183\/13788\" target=\"_blank\" rel=\"noopener noreferrer\">BRYS, 2008<\/a><\/span>).<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Al\u00e9m disso, o processo de <strong>fus\u00e3o de imagens<\/strong> de<span style=\"color: #0000ff;\"> <a href=\"http:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">sensoriamento remoto<\/a><\/span> pode ser efetuado tanto com bandas de um mesmo sensor, quanto com bandas de diferentes sensores, visando como resultado melhorias na qualidade das imagens (<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/www.dsr.inpe.br\/sbsr2015\/files\/p0944.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Soares et. al., 2015<\/a><\/span>).<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Por exemplo, no dia 11 de fevereiro de 2013, foi lan\u00e7ado o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/adenilsongiovanini.com.br\/blog\/landsat-8\/\" target=\"_blank\" rel=\"noopener noreferrer\">sat\u00e9lite Landsat 8<\/a><\/span>. Uma das grandes novidades do mesmo \u00e9 a utiliza\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.google.com\/search?q=Sensor+espectral+OLI&amp;oq=Sensor+espectral+OLI&amp;aqs=chrome..69i57j33i160.495j0j7&amp;sourceid=chrome&amp;ie=UTF-8\">2 novos sensores<\/a><\/span>:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sensor espectral OLI (Operation Land Imager) e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sensor termal TIRS (ThermalInfrared Sensor).<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O sensor OLI possui <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/edisciplinas.usp.br\/pluginfile.php\/1900969\/mod_resource\/content\/0\/PMI3331%20-%20Processamento%20Digital%20de%20Imagens%20de%20SR.pdf\">resolu\u00e7\u00e3o espacial<\/a><\/span> de 15 m no Pancrom\u00e1tico e de 30 m no Multiespectral. De certa maneira que se utilizarmos t\u00e9cnicas digitais e fizermos a fus\u00e3o destas bandas, conseguiremos gerar imagens coloridas com resolu\u00e7\u00e3o espacial de 15 m.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Por\u00e9m, conforme Soares informou, a fus\u00e3o de imagens n\u00e3o se prende a utiliza\u00e7\u00e3o de imagens de um mesmo sensor, podendo ser realizada com imagens de diferentes sensores.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Por exemplo:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O<span style=\"color: #0000ff;\"><strong> <a href=\"http:\/\/adenilsongiovanini.com.br\/blog\/landsat-5\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">LANDSAT-5<\/a><\/strong><\/span> e o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.embrapa.br\/satelites-de-monitoramento\/missoes\/rapideye\"><strong>RAPIDEYE<\/strong><\/a><\/span> s\u00e3o <strong>sat\u00e9lites multiespectrais<\/strong>. Ou seja, embora suas imagens sejam inicialmente disponibilizadas em tons de cinza, \u00e9 poss\u00edvel compor as mesmas, gerando-se imagens coloridas RGB<b>;<\/b><\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O mesmo acontece com o <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/earth.esa.int\/eogateway\/missions\/ikonos-2\">IKONOS-2<\/a><\/span> <\/strong> que possui uma <strong>banda pancrom\u00e1tica com 1 metro de resolu\u00e7\u00e3o espacial<\/strong> que pode ser fundida com os dados das bandas multiespectrais que possuem 4 metros de resolu\u00e7\u00e3o espacial (<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/sites.poli.usp.br\/d\/ptr2355\/PTR2355_Apostila_SR.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Machado e Quintanilha, 2008<\/a><\/span>);<\/span><\/li>\n<li><span style=\"font-size: 20px;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Isso sem falar que o \u00e1<strong> IKONOS-2<\/strong> e o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.sibbrasil.com\/satelites\/worldview-2\"><strong>WORLDVIEW-2<\/strong><\/a><\/span> que \u00e9 outro <strong>sat\u00e9lite de alta resolu\u00e7\u00e3o<\/strong>, ambos possuem uma banda pancrom\u00e1tica e faixas coloridas que podem serem unidas com faixas de outros sensores. Este processo \u00e9 conhecido como fus\u00e3o de banda <strong>PAN<\/strong> com <strong>MULT<\/strong>, ou cientificamente, <strong>PAN SHARPENING (<\/strong><\/span><span style=\"font-family: arial, helvetica, sans-serif; color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"http:\/\/www.dsr.inpe.br\/sbsr2015\/files\/p0944.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Soares e. al., 2015<\/a><\/strong><\/span><span style=\"font-family: arial, helvetica, sans-serif; color: #000000;\"><strong>)<\/strong>.<\/span><\/span>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">T\u00e9cnicas de fus\u00e3o de imagens<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter wp-image-4504 size-large\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fortaleza-imagem-fundida-landsat-7-780x649.jpg\" alt=\"fortaleza imagem fundida landsat 7\" width=\"780\" height=\"649\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fortaleza-imagem-fundida-landsat-7-780x649.jpg 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fortaleza-imagem-fundida-landsat-7-300x250.jpg 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fortaleza-imagem-fundida-landsat-7-768x639.jpg 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fortaleza-imagem-fundida-landsat-7.jpg 888w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">As <strong>t\u00e9cnicas de fus\u00e3o de imagens<\/strong> consistem em integrar a melhor resolu\u00e7\u00e3o espacial da banda pancrom\u00e1tica a melhor resolu\u00e7\u00e3o espectral das demais bandas, produzindo uma imagem colorida que re\u00fane ambas caracter\u00edsticas (Fonseca, 2000).<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">Segundo <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/marte.sid.inpe.br\/attachment.cgi\/ltid.inpe.br\/sbsr\/2004\/11.22.20.14\/doc\/4225.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Pinho Et. Al., 2005<\/a><\/span>, as t\u00e9cnicas de fus\u00e3o podem serem <strong>divididas em tr\u00eas grupos.<\/strong> S\u00e3o elas:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">As que utilizam um modelo de dom\u00ednio espacial;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">As de dom\u00ednio espectral e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">As que trabalham com opera\u00e7\u00f5es alg\u00e9bricas.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">T\u00e9cnicas de fus\u00e3o de imagens que utilizam um modelo de dom\u00ednio espacial<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-4505\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/t\u00e9cnicas-fus\u00e3o-imagens-1024x668.jpg\" alt=\"t\u00e9cnicas fus\u00e3o imagens\" width=\"1024\" height=\"668\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os <strong>modelos de dom\u00ednio espacial<\/strong> s\u00e3o aqueles que isolam a <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/curso-de-autocad-para-topografia\/\" style=\"color: #0000ff;\">informa\u00e7\u00e3o espacial<\/a><\/span> de alta frequ\u00eancia provenientes da imagem de alta resolu\u00e7\u00e3o e a combinam com a imagem multiespectral. (Schowengerdt, 1997 citado por Carter, 1998) As fus\u00f5es que utilizam transformadas Wavelets e a t\u00e9cnica HPF (High-Pass Filter) integram esta categoria.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">T\u00e9cnicas de fus\u00e3o de imagens que utilizam dom\u00ednio espectral<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-4506\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-2-1024x648.jpg\" alt=\"fus\u00e3o de imagens 2\" width=\"1024\" height=\"648\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O grupo de <strong>modelos de dom\u00ednio espectral<\/strong> \u00e9 formado pelos processos que realizam uma transforma\u00e7\u00e3o na imagem multiespectral, resultando num novo conjunto de bandas, onde uma delas \u00e9 correlacionada com a imagem pancrom\u00e1tica.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Principais Componentes, IHS e GramSchmidt <\/strong>s\u00e3o representantes destes modelos.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">T\u00e9cnicas de fus\u00e3o de imagens que trabalham com opera\u00e7\u00f5es alg\u00e9bricas<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter wp-image-4507 size-large\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/tecnicas-de-fus\u00e3o-de-imagens-780x780.jpg\" alt=\"tecnicas de fus\u00e3o de imagens\" width=\"780\" height=\"780\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/tecnicas-de-fus\u00e3o-de-imagens-780x780.jpg 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/tecnicas-de-fus\u00e3o-de-imagens-300x300.jpg 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/tecnicas-de-fus\u00e3o-de-imagens-150x150.jpg 150w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/tecnicas-de-fus\u00e3o-de-imagens-768x769.jpg 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/tecnicas-de-fus\u00e3o-de-imagens.jpg 799w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Outra linha \u00e9 formada pelos <strong>modelos alg\u00e9bricos<\/strong> que operam <strong>fun\u00e7\u00f5es aritm\u00e9ticas pixel-a-pixel<\/strong>. Como exemplos podemos citar as t\u00e9cnicas Brovey e multiplicativa.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Softwares que fazem a fus\u00e3o de imagens<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-4508\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/software-fus\u00e3o-de-imagens-1024x349.jpg\" alt=\"software fus\u00e3o de imagens\" width=\"1024\" height=\"349\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Como exemplos de <strong>softwares<\/strong> que fazem a <strong>fus\u00e3o de imagens<\/strong> temos:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><span style=\"color: #0000ff;\"><a href=\"https:\/\/hexagon.com.br\/pt-br\/geospatial-solutions\/hexagon-geospatial\/products\/power-portfolio\/erdas-imagine\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">ERDAS<\/a><\/span>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><span style=\"color: #0000ff;\"><a href=\"http:\/\/www.dpi.inpe.br\/spring\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">SPRING<\/a><\/span>; e<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><span style=\"color: #0000ff;\"> <a style=\"color: #0000ff;\" href=\"http:\/\/www.envi.com.br\/\" target=\"_blank\" rel=\"noopener noreferrer\">ENVI<\/a><\/span>.<\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Vamos aprender a fazer a fus\u00e3o de imagens nos mesmos. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Na realidade, j\u00e1 existem tutoriais ensinando isso na internet, de certa maneira que n\u00e3o tem porque eu &#8220;<em>recriar a roda<\/em>&#8220;.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">ERDAS<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4509\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-erdas.gif\" alt=\"fus\u00e3o de imagens no erdas\" width=\"567\" height=\"254\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O site Mundo Geo possui um \u00f3timo tutorial ensinando a <strong>fundir imagens no ERDAS<\/strong>. Para acessar o mesmo \u00e9 <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/mundogeo.com\/2010\/12\/15\/fusao-de-imagens\/\" target=\"_blank\" rel=\"noopener noreferrer\">s\u00f3 clicar neste link<\/a><\/span>.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">ENVI<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4510\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-envi.png\" alt=\"fus\u00e3o de imagens no envi\" width=\"744\" height=\"337\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-envi.png 744w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-envi-300x136.png 300w\" sizes=\"(max-width: 744px) 100vw, 744px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O Jorge Santos produziu um excelente <strong>tutorial<\/strong> mostrando como fazer a <strong>fus\u00e3o de imagens no ENVI<\/strong>. <a href=\"https:\/\/drive.google.com\/file\/d\/1I3aGCTCofp6nphS4VGCATKv1eFuKF2Ho\/view?usp=sharing\" rel=\"nofollow noreferrer\"><span style=\"color: #0000ff;\">Clique neste link<\/span><\/a> para ler o mesmo.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><strong><span style=\"font-size: 24px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">SPRING<\/span><\/strong><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter wp-image-4511 size-large\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-spring-780x532.jpg\" alt=\"fus\u00e3o de imagens no spring\" width=\"780\" height=\"532\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-spring-780x532.jpg 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-spring-300x204.jpg 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-spring-768x523.jpg 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/fus\u00e3o-de-imagens-no-spring.jpg 923w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O<strong> Amarildo Rosa de Oliveira Junior<\/strong>, produziu um \u00f3timo tutorial para o site <span style=\"color: #0000ff;\">ClickGeo<\/span>, ensinando a fazer a <strong>fus\u00e3o de imagens no SPRING<\/strong>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Eu imortalizei o mesmo em um arquivo PDF que voc\u00ea pode acessar <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/drive.google.com\/file\/d\/1I3aGCTCofp6nphS4VGCATKv1eFuKF2Ho\/view?usp=sharing\">a partir deste link<\/a><\/span>. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">\u00c9 isso por este artigo. <\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Lembrando que eu tamb\u00e9m possuo uma s\u00e9rie de <strong>cursos pr\u00e1ticos e de livros<\/strong>. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Se voc\u00ea quer<strong> MERGULHAR FUNDO e aprender a prestar servi\u00e7os com grande velocidade e com seguran\u00e7a<\/strong>, <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/cursos-online\/\">acesse este link<\/a><\/span> e conhe\u00e7a os mesmos.<\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; line-height: 1.3;\">Entre eles, o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/curso-de-autocad-para-topografia\/\" target=\"_blank\" rel=\"noopener noreferrer\">Curso de Confec\u00e7\u00e3o de Plantas Topogr\u00e1ficas<\/a><\/span>. <span style=\"color: #000000;\">Um <\/span><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; line-height: 1.3;\">curso pr\u00e1tico\u00a0<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; line-height: 1.3;\">com o qual voc\u00ea vai <strong>aprender a produzir as 15 diferentes plantas produzidas em um escrit\u00f3rio de topografia<\/strong>.<\/span><\/span><\/p>\n<p><a href=\"https:\/\/adenilsongiovanini.com.br\/curso-de-autocad-para-topografia\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter wp-image-31689\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/07\/planta-de-topografia-1024x612.png\" alt=\"\" width=\"770\" height=\"460\" \/><\/a><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Clique <a href=\"https:\/\/adenilsongiovanini.com.br\/curso-de-autocad-para-topografia\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #0000ff;\">neste link<\/span><\/a> e conhe\u00e7a melhor o mesmo.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Gratid\u00e3o por voc\u00ea ter lido o artigo. \ud83d\ude4f<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; font-size: 24px;\"><strong>Domine a Topografia Cadastral atrav\u00e9s de um livro formado por centenas de exemplos pr\u00e1ticos <\/strong><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/georreferenciamento-de-imoveis-rurais-na-pratica\/\" rel=\"nofollow noreferrer\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19317\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1024x474.png\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1024x474.png 1024w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-300x139.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-768x355.png 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1536x711.png 1536w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-320x148.png 320w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-640x296.png 640w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-360x167.png 360w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-720x333.png 720w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1080x500.png 1080w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-800x370.png 800w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1280x592.png 1280w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento.png 1565w\" alt=\"livro de topografia e georreferenciamento\" width=\"1024\" height=\"474\" \/><\/a><\/span><\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Voc\u00ea quer dominar a Topografia Cadastral?<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Ent\u00e3o eu tenho uma \u00f3tima noticia para voc\u00ea. Me refiro ao <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/georreferenciamento-de-imoveis-rurais-na-pratica\/\" rel=\"nofollow noreferrer\">livro Topografia Cadastral e Georreferenciamento de Im\u00f3veis Rurais na Pr\u00e1tica<\/a><\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">O mesmo \u00e9 dividido em 10 cap\u00edtulos recheados com muitos estudos de caso e exemplos pr\u00e1ticos. D\u00ea uma espiadinha no sum\u00e1rio do mesmo:<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><center><iframe width=\"99%\" height=\"980\" src=\"https:\/\/drive.google.com\/file\/d\/1HJ8fZz1PvPmftfXHJNFTvIBBzY_FZhPJ\/preview\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/center><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">Para conhecer melhor a estrutura do livro, juntar-se a mais de 800 profissionais e adquirir sua c\u00f3pia \u00e9 s\u00f3 clicar no bot\u00e3o abaixo:<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #000000; font-size: 20px;\"><div class=\"su-button-center\"><a href=\"https:\/\/adenilsongiovanini.com.br\/georreferenciamento-de-imoveis-rurais-na-pratica\/\" class=\"su-button su-button-style-3d\" style=\"color:#000000;background-color:#2BCC2F;border-color:#23a426;border-radius:9px\" target=\"_blank\" rel=\"nofollow\" id=\"1\"><span style=\"color:#000000;padding:0px 24px;font-size:18px;line-height:36px;border-color:#6bdc6e;border-radius:9px;text-shadow:0px 0px 0px #000000\"> \u279c Quero Conhecer Melhor o Livro, Pois Quero e Preciso Aprender Mais Sobre Legisla\u00e7\u00e3o Cadastral e Geo. de Im\u00f3veis Rurais<\/span><\/a><\/div><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fus\u00e3o de imagens, voc\u00ea acabou de encontrar um artigo definitivo a respeito do tema. Com a leitura do mesmo voc\u00ea aprender\u00e1: O que \u00e9 a fus\u00e3o de imagens; Quais as t\u00e9cnicas utilizadas; Quais os softwares que fazem a fus\u00e3o de imagens e; Tutoriais mostrando como fazer. Vou abrir meu ba\u00fa [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4501,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[13],"tags":[],"class_list":["post-4496","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-arcgis"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Fus\u00e3o de Imagens: O Que \u00e9 e Como Fazer? - Adenilson Giovanini<\/title>\n<meta name=\"description\" content=\"Descubra o que \u00e9 a fus\u00e3o de imagens, quais as principais t\u00e9cnicas e aprenda a utilizar os softwares ERDAS, ENVI e SPRING.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/fusao-de-imagens\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fus\u00e3o de Imagens: O Que \u00e9 e Como Fazer? 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