{"id":1132,"date":"2026-05-27T18:04:12","date_gmt":"2026-05-27T21:04:12","guid":{"rendered":"https:\/\/aeria-cs.com.br\/?post_type=portfolio_item&#038;p=1132"},"modified":"2026-05-27T18:04:13","modified_gmt":"2026-05-27T21:04:13","slug":"restauracao-algoritmo-de-restauracao-de-imagens-ccd","status":"publish","type":"portfolio_item","link":"https:\/\/aeria-cs.com.br\/index.php\/port\/restauracao-algoritmo-de-restauracao-de-imagens-ccd\/","title":{"rendered":"Restaura\u00e7\u00e3o: Algoritmo de Restaura\u00e7\u00e3o de Imagens CCD"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">O algoritmo <strong>Restaura\u00e7\u00e3o<\/strong> (2004) implementa o m\u00e9todo de <strong>Richardson-Lucy modificado<\/strong> para restaura\u00e7\u00e3o de imagens do sensor CCD dos sat\u00e9lites CBERS \u2014 uma contribui\u00e7\u00e3o direta ao programa espacial brasileiro.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u00e9cnica<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">O algoritmo de deconvolu\u00e7\u00e3o iterativa recupera informa\u00e7\u00f5es de alta frequ\u00eancia espacial degradadas pela fun\u00e7\u00e3o de espalhamento de ponto (PSF) do sistema \u00f3ptico do sensor, melhorando significativamente a nitidez e o detalhamento das imagens. O trabalho foi apresentado e premiado no <strong>XII Simp\u00f3sio Brasileiro de Sensoriamento Remoto (2005)<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Impacto<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><p>A t\u00e9cnica permitiu extrair maior qualidade informacional das imagens CBERS, beneficiando aplica\u00e7\u00f5es de mapeamento, monitoramento ambiental e agricultura de precis\u00e3o \u2014 maximizando o retorno cient\u00edfico do programa espacial Brasil-China.<\/p>\n<!-- \/wp:paragraph--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>O algoritmo Restaura\u00e7\u00e3o (2004) implementa o m\u00e9todo de Richardson-Lucy modificado para restaura\u00e7\u00e3o de imagens do sensor CCD dos sat\u00e9lites CBERS \u2014 uma contribui\u00e7\u00e3o direta ao programa espacial brasileiro. T\u00e9cnica O algoritmo de deconvolu\u00e7\u00e3o iterativa recupera informa\u00e7\u00f5es de alta frequ\u00eancia espacial degradadas pela fun\u00e7\u00e3o de espalhamento de ponto (PSF) do sistema \u00f3ptico do sensor, melhorando significativamente&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1103,"parent":0,"template":"","meta":{"content-type":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_wpzb_portfolio_video_type":"","_wpzb_portfolio_video_id":0,"_wpzb_portfolio_video_url":"","footnotes":""},"portfolio":[61],"class_list":["post-1132","portfolio_item","type-portfolio_item","status-publish","has-post-thumbnail","hentry","portfolio-visao-computacional"],"featured_media_urls":{"thumbnail":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-150x150.jpg",150,150,true],"medium":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-300x200.jpg",300,200,true],"medium_large":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-768x512.jpg",751,501,true],"large":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-1024x683.jpg",751,501,true],"blog-sidebar-size":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-100x100.jpg",100,100,true],"home-slider-blog-image":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-387x320.jpg",387,320,true],"home-slider-blog-image-one":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-290x260.jpg",290,260,true],"home-slider-blog-image-three":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-387x250.jpg",387,250,true],"home-slider-blog-image-four":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-314x228.jpg",314,228,true],"home-slider-blog-image-five":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-370x424.jpg",370,424,true],"renev-related-post-size":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-270x314.jpg",270,314,true],"renev-class-post":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-360x306.jpg",360,306,true],"renev-class-post-two":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-230x230.jpg",230,230,true],"1536x1536":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech.jpg",1200,800,false],"2048x2048":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech.jpg",1200,800,false],"tenweb_optimizer_mobile":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-600x400.jpg",600,400,true],"tenweb_optimizer_tablet":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-768x512.jpg",768,512,true],"portfolio_item-thumbnail":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-600x400.jpg",600,400,true],"portfolio_item-thumbnail@2x":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech.jpg",1200,800,false],"portfolio_item-masonry":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-600x400.jpg",600,400,true],"portfolio_item-masonry@2x":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech.jpg",1200,800,false],"portfolio_item-thumbnail_cinema":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-800x335.jpg",800,335,true],"portfolio_item-thumbnail_portrait":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-600x800.jpg",600,800,true],"portfolio_item-thumbnail_portrait@2x":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech.jpg",1200,800,false],"portfolio_item-thumbnail_square":["https:\/\/aeria-cs.com.br\/wp-content\/uploads\/2026\/05\/tech-800x800.jpg",800,800,true]},"_links":{"self":[{"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/portfolio_item\/1132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/portfolio_item"}],"about":[{"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/types\/portfolio_item"}],"author":[{"embeddable":true,"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":1,"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/portfolio_item\/1132\/revisions"}],"predecessor-version":[{"id":1138,"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/portfolio_item\/1132\/revisions\/1138"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/media\/1103"}],"wp:attachment":[{"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/media?parent=1132"}],"wp:term":[{"taxonomy":"portfolio","embeddable":true,"href":"https:\/\/aeria-cs.com.br\/index.php\/wp-json\/wp\/v2\/portfolio?post=1132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}