<script></script><script></script>{"id":3701,"date":"2023-02-02T08:47:56","date_gmt":"2023-02-02T08:47:56","guid":{"rendered":"https:\/\/gsw2023.com\/?post_type=dt_portfolio&#038;p=3701"},"modified":"2023-02-05T10:48:05","modified_gmt":"2023-02-05T10:48:05","slug":"uav-based-3d-mapping-using-imaging-and-lidar-systems-challenges-data-processing-and-applications","status":"publish","type":"dt_portfolio","link":"https:\/\/gsw2023.com\/index.php\/project\/uav-based-3d-mapping-using-imaging-and-lidar-systems-challenges-data-processing-and-applications\/","title":{"rendered":"UAV-based 3D mapping using imaging and LiDAR systems: challenges, data processing, and applications"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_row][vc_column width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;3702&#8243; img_size=&#8221;1200&#215;1000&#8243;][vc_column_text]<\/p>\r\n<h5>Instructor<\/h5>\r\n<h6>Ayman F. Habib<\/h6>\r\n<h6>Thomas A. Page Professor in Civil Engineering<\/h6>\r\n<h6>Lyles School of Civil Engineering, Purdue University, USA<\/h6>\r\n<p>[\/vc_column_text]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.dt-team-shortcode.team-masonry-shortcode-id-dbaedb149f45aa70690560f8db3ad48c .team-desc {\n  padding: 20px 20px 20px 20px;\n}\n.dt-team-shortcode.team-masonry-shortcode-id-dbaedb149f45aa70690560f8db3ad48c .team-author-name,\n.dt-team-shortcode.team-masonry-shortcode-id-dbaedb149f45aa70690560f8db3ad48c .team-author-name a {\n  margin-bottom: 0px;\n  font-weight: bold;\n}\n.dt-team-shortcode.team-masonry-shortcode-id-dbaedb149f45aa70690560f8db3ad48c .team-author p {\n  margin-bottom: 10px;\n  font-weight: bold;\n}\n.dt-team-shortcode.team-masonry-shortcode-id-dbaedb149f45aa70690560f8db3ad48c  .team-media {\n  padding: 0px 0px 0px 0px;\n}\n.dt-team-shortcode.team-masonry-shortcode-id-dbaedb149f45aa70690560f8db3ad48c .dt-css-grid .team-media img {\n  max-width: 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.dt-css-grid .wf-cell {\n    width: 100%;\n  }\n}\n<\/style><div class=\"dt-team-masonry-shortcode dt-team-shortcode team-masonry-shortcode-id-dbaedb149f45aa70690560f8db3ad48c loading-effect-none mode-grid jquery-filter content-align-center content-bg-on dt-css-grid-wrap scale-img dt-css-grid-wrap dt-icon-bg-on dt-icon-border-on dt-icon-hover-bg-on dt-icon-border-hover-on move-icons-under-position resize-by-browser-width  \" data-padding=\"15px\" data-cur-page=\"1\" data-post-limit=\"-1\" data-pagination-mode=\"none\" data-desktop-columns-num=\"3\" data-v-tablet-columns-num=\"2\" data-h-tablet-columns-num=\"3\" data-phone-columns-num=\"1\" data-width=\"0px\" data-columns=\"0\"><div class=\"dt-css-grid\" ><div class=\"visible wf-cell\" data-post-id=\"2537\" data-date=\"2022-10-07T19:05:28+00:00\" data-name=\"Ayman Habib\"><div class=\"team-container visible post post-2537 dt_team type-dt_team status-publish has-post-thumbnail hentry dt_team_category-tut2 dt_team_category-ws4 dt_team_category-ws5 dt_team_category-71 dt_team_category-38 dt_team_category-39\"><div class=\"team-media\"><a href=\"https:\/\/gsw2023.com\/index.php\/dt_team\/ayman-habib\/\" class=\"rollover layzr-bg\"><img decoding=\"async\" class=\"preload-me iso-lazy-load aspect\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20164%20164&#39;%2F%3E\" data-src=\"https:\/\/gsw2023.com\/wp-content\/uploads\/2022\/10\/3-5-e1675926184462-164x164.jpg\" data-srcset=\"https:\/\/gsw2023.com\/wp-content\/uploads\/2022\/10\/3-5-e1675926184462-164x164.jpg 164w\" loading=\"eager\" style=\"--ratio: 164 \/ 164\" sizes=\"(max-width: 164px) 100vw, 164px\" width=\"164\" height=\"164\"  title=\"3\" alt=\"\" \/><\/a><\/div><div class=\"team-desc\"><div class=\"team-author\"><div class=\"team-author-name\"><a href=\"https:\/\/gsw2023.com\/index.php\/dt_team\/ayman-habib\/\">Ayman Habib<\/a><\/div><\/div><div class=\"team-content\"><p>Purdue University, USA<\/p>\n<\/div><\/div><\/div><\/div><\/div><!-- iso-container|iso-grid --><\/div>[vc_row_inner][vc_column_inner][\/vc_column_inner][\/vc_row_inner][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text]<\/p>\r\n<h5 class=\"fancy-title entry-title start-animation-done start-animation\">UAV-based 3D mapping using imaging and LiDAR systems: challenges, data processing, and applications<\/h5>\r\n<p>&nbsp;<\/p>\r\n<h6><span style=\"font-size: 14pt;\"><strong>Tutorial Scope<\/strong><\/span><\/h6>\r\n<p style=\"text-align: justify;\"><strong>The continuous developments in direct geo-referencing technology (i.e., integrated Global Navigation Satellite Systems \u2013 GNSS \u2013 and Inertial Navigation Systems \u2013 INS) and remote sensing systems (i.e., passive and active imaging sensors in the visible and infrared range \u2013 RGB cameras, hyperspectral push-broom scanners, and laser scanning) are providing the professional geospatial community with ever-growing opportunities to generate accurate 3D information with rich set of attributes. These advances are also coupled with improvement in the sensors\u2019 performance, reduction in the associated cost, and miniaturization of such sensors. Aside from the sensing systems, we are also enjoying the emerging of promising platforms such as Uncrewed Aerial Vehicles (UAVs). This tutorial will provide an overview of recent activities focusing on UAV-based mapping while highlighting: 1) algorithmic developments for improved system calibration of multi-sensor\/multi-platform UAV-based mapping; 2) challenges facing UAV-based Structure-from-Motion strategies for deriving point clouds from imagery; 3) benefits of integrating imaging and LiDAR systems onboard UAVs;\u00a0 4) applications of UAV-based remote sensing systems for a wide range of applications including precision agriculture, documentation of crash scenes, shoreline monitoring, digital forestry, and mapping of highway construction work zones; and 5) interactive visualization of multi-sensor\/multi-platform\/temporal geospatial data for improved comprehension of delivered products from UAV-based mobile mapping systems.<\/strong><\/p>\r\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_separator color=&#8221;blue&#8221; border_width=&#8221;10&#8243;][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]<\/p>\r\n<h5 class=\"wp-block-heading\"><span style=\"font-size: 18pt;\"><strong>Instractor BIO<\/strong><\/span><\/h5>\r\n<h5 style=\"text-align: justify;\"><span style=\"font-size: 18pt;\"><strong>\r\n\r\n<\/strong><\/span><\/h5>\r\n<p style=\"text-align: justify;\"><span style=\"text-align: justify; font-size: 12pt;\">Dr. Habib is the Thomas A. Page professor of Civil Engineering at Purdue University and the Co-Director of the Civil Engineering Center for Applications of UAS for a Sustainable Environment (CE-CAUSE). He is also the Associate Director of Purdue University\u2019s Joint Transportation Research Program (JTRP). Dr. Habib\u2019s research interests span the fields of terrestrial and aerial mobile mapping systems. He has been focusing on modeling the perspective geometry of non-traditional imaging scanners, automatic matching and change detection, automatic calibration of low-cost digital cameras, object recognition in imagery and point cloud data, LiDAR mapping, and integrating photogrammetric data with other sensors\/datasets (e.g., GNSS\/INS, GIS databases, multi- and hyper-spectral sensors, and LiDAR). Over the last seven years, he has been involved in the development, integration, and utilization of wheel-based and UAV-based mobile mapping systems for a wide range of applications in precision agriculture, geometric documentation of transportation corridors, digital forestry, crash scene reconstruction, cultural heritage documentation, environmental management, and infrastructure monitoring.<\/span><\/p>\r\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\r\n<script><\/script><\/section>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;3702&#8243; img_size=&#8221;1200&#215;1000&#8243;][vc_column_text] Instructor Ayman F. Habib Thomas A. Page Professor in Civil Engineering Lyles School of Civil Engineering, Purdue University, USA [\/vc_column_text][vc_row_inner][vc_column_inner][\/vc_column_inner][\/vc_row_inner][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text] UAV-based 3D mapping using imaging and LiDAR systems: challenges, data processing, and applications &nbsp; Tutorial Scope The continuous developments in direct geo-referencing technology (i.e., integrated Global Navigation Satellite Systems \u2013&hellip;<\/p>\n","protected":false},"author":1,"featured_media":3702,"comment_status":"closed","ping_status":"closed","template":"","dt_portfolio_category":[69],"dt_portfolio_tags":[],"class_list":["post-3701","dt_portfolio","type-dt_portfolio","status-publish","has-post-thumbnail","hentry","dt_portfolio_category-tutorial","dt_portfolio_category-69","description-off"],"_links":{"self":[{"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/dt_portfolio\/3701","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/dt_portfolio"}],"about":[{"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/types\/dt_portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/comments?post=3701"}],"version-history":[{"count":11,"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/dt_portfolio\/3701\/revisions"}],"predecessor-version":[{"id":3802,"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/dt_portfolio\/3701\/revisions\/3802"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/media\/3702"}],"wp:attachment":[{"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/media?parent=3701"}],"wp:term":[{"taxonomy":"dt_portfolio_category","embeddable":true,"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/dt_portfolio_category?post=3701"},{"taxonomy":"dt_portfolio_tags","embeddable":true,"href":"https:\/\/gsw2023.com\/index.php\/wp-json\/wp\/v2\/dt_portfolio_tags?post=3701"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}