{"id":1331,"date":"2025-01-02T10:47:18","date_gmt":"2025-01-02T13:47:18","guid":{"rendered":"https:\/\/vitrinetecnologica.ime.eb.br\/?p=1331"},"modified":"2026-05-28T12:42:03","modified_gmt":"2026-05-28T15:42:03","slug":"inteligencia-artificial-para-monitoramentos-transfronteiricos-e-ambientais-na-amazonia-legal-por-meio-de-fontes-multimodais","status":"publish","type":"post","link":"https:\/\/vitrinetecnologica.ime.eb.br\/?p=1331","title":{"rendered":"TITAN: Laborat\u00f3rio de Intelig\u00eancia Artificial para Dados Geoespaciais"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1331\" class=\"elementor elementor-1331\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65d9b8d e-flex e-con-boxed e-con e-parent\" data-id=\"65d9b8d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c823403 elementor-widget elementor-widget-heading\" data-id=\"c823403\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Descri\u00e7\u00e3o da tecnologia<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51e5860 e-flex e-con-boxed e-con e-parent\" data-id=\"51e5860\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-eb0a4a2 e-con-full e-flex e-con e-child\" data-id=\"eb0a4a2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57f351d elementor-widget elementor-widget-text-editor\" data-id=\"57f351d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>O <strong>TITAN<\/strong> \u00e9 um laborat\u00f3rio de pesquisa dedicado ao desenvolvimento de solu\u00e7\u00f5es em vis\u00e3o computacional e aprendizado profundo aplicados a dados geoespaciais, com foco em problemas de defesa, monitoramento ambiental e cidades inteligentes. Sua atua\u00e7\u00e3o integra fus\u00e3o de dados multimodais (sat\u00e9lites, UAVs, sensores terrestres), modelagem espa\u00e7o-temporal e intelig\u00eancia artificial para transformar grandes volumes de dados visuais em informa\u00e7\u00e3o acion\u00e1vel.<\/p><p><strong>Principais caracter\u00edsticas e diferenciais<\/strong><\/p><p>O grupo desenvolve m\u00e9todos para detec\u00e7\u00e3o, mapeamento, previs\u00e3o e suporte \u00e0 decis\u00e3o, contribuindo para aplica\u00e7\u00f5es como monitoramento de fronteiras, an\u00e1lise ambiental, resposta a desastres, e reconstru\u00e7\u00e3o 3D\/4D de cidades.<\/p><p>O <strong>TITAN<\/strong> \u00e9 um ecossistema de inova\u00e7\u00e3o focado em transformar o volume massivo de dados geoespaciais em conhecimento estrat\u00e9gico e intelig\u00eancia acion\u00e1vel. Nosso projeto integra ci\u00eancia de dados de \u00faltima gera\u00e7\u00e3o com aplica\u00e7\u00f5es cr\u00edticas, operando em quatro pilares fundamentais:<\/p><ol><li><strong> Fus\u00e3o de Dados Multimodais:<\/strong> Diferente de abordagens convencionais, o TITAN processa de forma integrada m\u00faltiplas fontes de informa\u00e7\u00e3o. Unificamos dados de sat\u00e9lites, drones (UAVs), sensores terrestres e bases auxiliares. Essa integra\u00e7\u00e3o permite uma vis\u00e3o hol\u00edstica e em m\u00faltiplas escalas, garantindo precis\u00e3o desde o monitoramento global at\u00e9 o detalhamento infra-urbano.<\/li><li><strong> O &#8220;Core&#8221; Tecnol\u00f3gico &#8211; IA e Vis\u00e3o Computacional:<\/strong> Nossa arquitetura de processamento utiliza o estado da arte em Deep Learning e Modelagem Espa\u00e7o-Temporal. O sistema n\u00e3o apenas identifica o &#8220;que&#8221; est\u00e1 na imagem, mas compreende as din\u00e2micas de mudan\u00e7a ao longo do tempo. Atrav\u00e9s de algoritmos de Razoamento Autom\u00e1tico, o TITAN simula processos de decis\u00e3o humana em alta velocidade, reduzindo o tempo de resposta em cen\u00e1rios cr\u00edticos.<\/li><li><strong>De Dados Brutos a Resultados Estrat\u00e9gicos: <\/strong>O valor central do projeto reside na entrega de resultados prontos para o tomador de decis\u00e3o: a) Dete\u00e7\u00e3o e Invent\u00e1rio: Automatiza\u00e7\u00e3o da contagem e classifica\u00e7\u00e3o de ativos e alvos. b) Mapeamento Din\u00e2mico: An\u00e1lise em tempo real de uso do solo e mudan\u00e7as ambientais. c) Predi\u00e7\u00e3o de Riscos: Modelos preditivos para antecipar desastres naturais ou falhas de infraestrutura. d) Suporte T\u00e1tico: Interfaces intuitivas que traduzem algoritmos complexos em alertas e indicadores claros.<\/li><li><strong>Impacto Transversal e Escalabilidade: <\/strong>O TITAN foi desenhado para ser vers\u00e1til, com aplica\u00e7\u00f5es validadas em setores de alto impacto em Seguran\u00e7a e Defesa: Consci\u00eancia situacional e vigil\u00e2ncia de ativos sens\u00edveis, Sustentabilidade: Ferramentas robustas contra o desmatamento e para gest\u00e3o de recursos naturais, Resili\u00eancia Urbana: Resposta r\u00e1pida a desastres e reconstru\u00e7\u00e3o digital 3D\/4D de cidades inteligentes.<\/li><\/ol><p>O TITAN n\u00e3o \u00e9 apenas um laborat\u00f3rio de pesquisa; \u00e9 uma ponte entre a fronteira da Intelig\u00eancia Artificial e a necessidade real de governos e empresas por decis\u00f5es mais r\u00e1pidas, seguras e baseadas em dados. Dados geram intelig\u00eancia; intelig\u00eancia gera impacto.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bc4bf21 e-con-full e-flex e-con e-parent\" data-id=\"bc4bf21\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7823416 elementor-widget elementor-widget-image\" data-id=\"7823416\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem1-1024x681.png\" class=\"attachment-large size-large wp-image-1648\" alt=\"\" srcset=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem1-1024x681.png 1024w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem1-300x200.png 300w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem1-768x511.png 768w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem1-241x160.png 241w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem1.png 1066w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Imagem dos inventores: Imagem representativa do projeto.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3034ae1 e-flex e-con-boxed e-con e-parent\" data-id=\"3034ae1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-31d8e37 elementor-widget elementor-widget-heading\" data-id=\"31d8e37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Aplica\u00e7\u00f5es<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3fc1690 e-flex e-con-boxed e-con e-parent\" data-id=\"3fc1690\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-220114a e-con-full e-flex e-con e-child\" data-id=\"220114a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8221e33 elementor-widget elementor-widget-text-editor\" data-id=\"8221e33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>O <strong>TITAN<\/strong> \u00e9 um laborat\u00f3rio de natureza <strong>dual-use<\/strong>, ou seja, as mesmas tecnologias de IA geoespacial podem atender simultaneamente aplica\u00e7\u00f5es militares e civis.<\/p><p><strong>Aplica\u00e7\u00f5es militares<\/strong><\/p><ul><li>Vigil\u00e2ncia de fronteiras.<\/li><li>Consci\u00eancia situacional.<\/li><li>Monitoramento estrat\u00e9gico.<\/li><li>Estimativa de biomassa como DNA de soberania.<\/li><li>Planejamento de rotas.<\/li><li>Mapeamento e extra\u00e7\u00e3o de informa\u00e7\u00f5es para combate e seguran\u00e7a.<\/li><\/ul><p><strong>Aplica\u00e7\u00f5es civis<\/strong><\/p><ul><li>Monitoramento ambiental.<\/li><li>Resposta a desastres.<\/li><li>Agricultura de precis\u00e3o com monitoramento e atua\u00e7\u00e3o em larga escala.<\/li><li>Mapeamento de cidades.<\/li><\/ul><p>O diferencial do TITAN n\u00e3o \u00e9 apenas usar IA, mas integrar imagens de sat\u00e9lite passivo e ativo, dados LiDAR, UAVs, sensores terrestres, modelagem espa\u00e7o-temporal, deep learning e computa\u00e7\u00e3o distribu\u00edda.<\/p><p style=\"font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; font-size: 16px; font-family: Roboto, sans-serif; text-indent: 0px;\">N\u00f3s transformamos dados em <strong>intelig\u00eancia geoespacial acion\u00e1vel<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61a26ef e-con-full e-flex e-con e-parent\" data-id=\"61a26ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bda4d7 elementor-widget elementor-widget-image\" data-id=\"2bda4d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"633\" height=\"617\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem2-1.png\" class=\"attachment-large size-large wp-image-1649\" alt=\"\" srcset=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem2-1.png 633w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem2-1-300x292.png 300w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/Imagem2-1-164x160.png 164w\" sizes=\"(max-width: 633px) 100vw, 633px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Imagem dos inventores: Exemplos de aplica\u00e7\u00f5es<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-77582e0 e-flex e-con-boxed e-con e-parent\" data-id=\"77582e0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d06bd85 e-con-full e-flex e-con e-child\" data-id=\"d06bd85\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a3ece17 elementor-widget elementor-widget-heading\" data-id=\"a3ece17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Status<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b888e7 elementor-widget elementor-widget-text-editor\" data-id=\"9b888e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Estado atual:<\/strong> sistemas integrados em desenvolvimento, com capacidade funcional demonstrada e em expans\u00e3o para testes multiagentes.<\/li><li><strong>N\u00edvel de maturidade:<\/strong> TRL 4 (prova de conceito validada em ambiente laboratorial).<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b07e02 e-flex e-con-boxed e-con e-parent\" data-id=\"0b07e02\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d92de81 e-con-full e-flex e-con e-child\" data-id=\"d92de81\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ceb09e6 e-con-full e-flex e-con e-child\" data-id=\"ceb09e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-feb3c4e elementor-widget elementor-widget-image\" data-id=\"feb3c4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"459\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/09\/trl_4-768x459.png\" class=\"attachment-medium_large size-medium_large wp-image-743\" alt=\"\" srcset=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/09\/trl_4-768x459.png 768w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/09\/trl_4-300x179.png 300w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/09\/trl_4-1024x612.png 1024w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/09\/trl_4-1536x919.png 1536w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/09\/trl_4-2048x1225.png 2048w, https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/09\/trl_4-268x160.png 268w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20ff773 elementor-widget elementor-widget-heading\" data-id=\"20ff773\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/colecaomeiramattos.com.br\/CMM\/article\/view\/9597\"><b>Fonte:<\/b> Metodologia de enquadramento na escala TRL (<i>Technology Readiness Levels<\/i>) customizada para o Ex\u00e9rcito Brasileiro.<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-da775aa e-flex e-con-boxed e-con e-parent\" data-id=\"da775aa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9a1dcbc e-con-full e-flex e-con e-child\" data-id=\"9a1dcbc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-672d5d8 elementor-widget elementor-widget-heading\" data-id=\"672d5d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Como posso participar?<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b2aa79c e-flex e-con-boxed e-con e-parent\" data-id=\"b2aa79c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed0e4e2 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ed0e4e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-square\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 32H48C21.49 32 0 53.49 0 80v352c0 26.51 21.49 48 48 48h352c26.51 0 48-21.49 48-48V80c0-26.51-21.49-48-48-48zm0 400H48V80h352v352zm-35.864-241.724L191.547 361.48c-4.705 4.667-12.303 4.637-16.97-.068l-90.781-91.516c-4.667-4.705-4.637-12.303.069-16.971l22.719-22.536c4.705-4.667 12.303-4.637 16.97.069l59.792 60.277 141.352-140.216c4.705-4.667 12.303-4.637 16.97.068l22.536 22.718c4.667 4.706 4.637 12.304-.068 16.971z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Estabelecimento de projetos conjuntos de pesquisa e inova\u00e7\u00e3o.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aac84ab e-flex e-con-boxed e-con e-parent\" data-id=\"aac84ab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-deadc84 elementor-widget elementor-widget-heading\" data-id=\"deadc84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Respons\u00e1veis t\u00e9cnicos<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e0f856e e-flex e-con-boxed e-con e-parent\" data-id=\"e0f856e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-419b5d6 e-con-full e-flex e-con e-child\" data-id=\"419b5d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b7271dc e-con-full e-flex e-con e-child\" data-id=\"b7271dc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b99269d eael-team-align-eael-team-align-default elementor-widget elementor-widget-eael-team-member\" data-id=\"b99269d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-team-member.default\">\n\t\t\t\t\t\n\n\t<div id=\"eael-team-member-b99269d\" class=\"eael-team-item eael-team-members-centered \">\n\t\t<div class=\"eael-team-item-inner\">\n\t\t\t<div class=\"eael-team-image\">\n\t\t\t\t<figure>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/daniel-300x300.jpg\" alt=\"\">\n\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"eael-team-content\">\n\t\t\t\t<h2 class=\"eael-team-member-name\">Prof. Daniel R. dos Santos<\/h2><h3 class=\"eael-team-member-position\">Doutor em Fotogrametria e Sensoriamento Remoto, UFPR<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"eael-team-member-social-profiles\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"mailto:daniel.rodrigues@ime.eb.br\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/07\/Group-2.svg\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/1646871409805700\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/07\/Group-1.svg\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<p class=\"eael-team-text\">Respons\u00e1vel t\u00e9cnico pelo projeto\/tecnologia<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2481b83 e-con-full e-flex e-con e-child\" data-id=\"2481b83\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a2182a1 e-con-full e-flex e-con e-child\" data-id=\"a2182a1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1040e1f e-con-full e-flex e-con e-child\" data-id=\"1040e1f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-511afc0 e-con-full e-flex e-con e-child\" data-id=\"511afc0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62c21c4 eael-team-align-eael-team-align-default elementor-widget elementor-widget-eael-team-member\" data-id=\"62c21c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-team-member.default\">\n\t\t\t\t\t\n\n\t<div id=\"eael-team-member-62c21c4\" class=\"eael-team-item eael-team-members-simple \">\n\t\t<div class=\"eael-team-item-inner\">\n\t\t\t<div class=\"eael-team-image\">\n\t\t\t\t<figure>\n\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"eael-team-content\">\n\t\t\t\t<h2 class=\"eael-team-member-name\">Maur\u00edcio C.M. de Paulo<\/h2><h3 class=\"eael-team-member-position\">Doutor em Engenharia de Defesa, IME<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"eael-team-member-social-profiles\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"mailto:mauricio.paulo@ime.eb.br\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/07\/Group-2.svg\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/9095050239290124\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/07\/Group-1.svg\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<p class=\"eael-team-text\"><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c46a43e eael-team-align-eael-team-align-default elementor-widget elementor-widget-eael-team-member\" data-id=\"c46a43e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-team-member.default\">\n\t\t\t\t\t\n\n\t<div id=\"eael-team-member-c46a43e\" class=\"eael-team-item eael-team-members-simple \">\n\t\t<div class=\"eael-team-item-inner\">\n\t\t\t<div class=\"eael-team-image\">\n\t\t\t\t<figure>\n\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"eael-team-content\">\n\t\t\t\t<h2 class=\"eael-team-member-name\">Felipe Ferrari<\/h2><h3 class=\"eael-team-member-position\">Doutor em Engenharia El\u00e9trica, PUC-RJ<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"eael-team-member-social-profiles\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"mailto:ferrari@ime.eb.br\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/07\/Group-2.svg\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/lattes.cnpq.br\/2933494798857480\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/07\/Group-1.svg\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<p class=\"eael-team-text\"><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>O TITAN \u00e9 um laborat\u00f3rio de pesquisa dedicado ao desenvolvimento de solu\u00e7\u00f5es em vis\u00e3o computacional e aprendizado profundo aplicados a dados geoespaciais, com foco em problemas de defesa, monitoramento ambiental e cidades inteligentes. Sua atua\u00e7\u00e3o integra fus\u00e3o de dados multimodais (sat\u00e9lites, UAVs, sensores terrestres), modelagem espa\u00e7o-temporal e intelig\u00eancia artificial para transformar grandes volumes de dados visuais em informa\u00e7\u00e3o acion\u00e1vel.<\/p>\n","protected":false},"author":2,"featured_media":1657,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[4,10,25,26],"tags":[],"class_list":["post-1331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dominio_eletromagnetico","category-meio_ambiente_infraestrutura","category-sensores","category-sistemas_autonomos"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>TITAN: Laborat\u00f3rio de Intelig\u00eancia Artificial para Dados Geoespaciais - Vitrine Tecnol\u00f3gica do IME<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/vitrinetecnologica.ime.eb.br\/?p=1331\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TITAN: Laborat\u00f3rio de Intelig\u00eancia Artificial para Dados Geoespaciais - Vitrine Tecnol\u00f3gica do IME\" \/>\n<meta property=\"og:description\" content=\"O TITAN \u00e9 um laborat\u00f3rio de pesquisa dedicado ao desenvolvimento de solu\u00e7\u00f5es em vis\u00e3o computacional e aprendizado profundo aplicados a dados geoespaciais, com foco em problemas de defesa, monitoramento ambiental e cidades inteligentes. Sua atua\u00e7\u00e3o integra fus\u00e3o de dados multimodais (sat\u00e9lites, UAVs, sensores terrestres), modelagem espa\u00e7o-temporal e intelig\u00eancia artificial para transformar grandes volumes de dados visuais em informa\u00e7\u00e3o acion\u00e1vel.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/vitrinetecnologica.ime.eb.br\/?p=1331\" \/>\n<meta property=\"og:site_name\" content=\"Vitrine Tecnol\u00f3gica do IME\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-02T13:47:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-28T15:42:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/vitrinetecnologica.ime.eb.br\/wp-content\/uploads\/2025\/01\/banner-2-scaled.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"568\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/vitrinetecnologica.ime.eb.br\/?p=1331\",\"url\":\"https:\/\/vitrinetecnologica.ime.eb.br\/?p=1331\",\"name\":\"TITAN: Laborat\u00f3rio de Intelig\u00eancia Artificial para Dados Geoespaciais - 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