{"id":2331,"date":"2012-01-11T18:34:53","date_gmt":"2012-01-11T16:34:53","guid":{"rendered":"https:\/\/blogs.autodesk.com\/villagebim\/2012\/01\/chroniques-dune-technologie-les-nuages-de-points.html"},"modified":"2021-02-24T08:46:53","modified_gmt":"2021-02-24T06:46:53","slug":"chroniques-dune-technologie-les-nuages-de-points","status":"publish","type":"post","link":"https:\/\/blogs.autodesk.com\/villagebim\/2012\/01\/chroniques-dune-technologie-les-nuages-de-points.html","title":{"rendered":"Chroniques d&rsquo;une technologie : les nuages de points"},"content":{"rendered":"<p><strong>Tout d\u2019abord, qu\u2019est-ce qu\u2019un nuage de points?<\/strong><\/p>\n<p>C\u2019est d\u2019abord une technologie.<\/p>\n<p>Celle qui permet notamment d\u2019afficher dans un logiciel 3D des centaines de milliers de points repr\u00e9sentant une zone de la r\u00e9alit\u00e9 scann\u00e9e \u00e0 un instant t.<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0168e55c7717970c-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"P1040962\" border=\"0\" height=\"184\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f65d80090.jpg\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"P1040962\" width=\"244\" \/><\/a><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0167605bc293970b-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"P1040964\" border=\"0\" height=\"244\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f660ad324.jpg\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"P1040964\" width=\"184\" \/><\/a><\/p>\n<p><em>Le fournisseur FARO offre avec son scanner 3D la possibilit\u00e9 de relever en quelques secondes et avec beaucoup de mobilit\u00e9 des nuages de points.<\/em><\/p>\n<p>Mais c\u2019est \u00e9galement la possibilit\u00e9 d\u2019exploiter cette r\u00e9alit\u00e9 virtualis\u00e9e pour mener \u00e0 bien des projets neufs ou de r\u00e9novation d\u2019infrastructures.<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0167605bc2af970b-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"nuage de point\" border=\"0\" height=\"256\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f6635e611.png\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"nuage de point\" width=\"470\" \/><\/a><\/p>\n<p><em>Une zone g\u00e9ographique scann\u00e9e en 3D<\/em><\/p>\n<p>On veut pouvoir g\u00e9n\u00e9rer dans l\u2019outils de CAO de plus en plus de projets \u00e0 partir du maximum de points possibles et ceci o\u00f9 et lorsque l\u2019on souhaite. Mais cela implique des outils d\u00e9di\u00e9s d\u2019affichage et de traitement tr\u00e8s puissants.<\/p>\n<p><strong>Autodesk et les nuages de points<\/strong><\/p>\n<p>Vous connaissez sans doute le logiciel du labs gratuit <a href=\"http:\/\/www.123dapp.com\/catch\">123D Catch<\/a> (Capture 3D de la r\u00e9alit\u00e9 \u00e0 partir de prises de vues photographiques). Id\u00e9ale pour la capture d\u2019un patrimoine ou d\u2019une personne.<\/p>\n<p><a href=\"http:\/\/youtu.be\/6aU2s85Zw3A\"><img loading=\"lazy\" decoding=\"async\" alt=\"123Dcatch\" border=\"0\" height=\"157\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f667accb8.png\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"123Dcatch\" width=\"205\" \/><\/a><\/p>\n<p>Pour des projets d\u2019infrastructures d\u2019envergure les fournisseurs d\u2019appareils sont nombreux (FARO, LEICA,TRIMBLE\u2026) et c\u2019est pour cela qu\u2019Autodesk propose des fonctionnalit\u00e9s d\u2019affichage et de traitement natives \u00e0 ses solutions de conception telle qu\u2019<a href=\"http:\/\/www.autodesk.fr\/adsk\/servlet\/pc\/index?id=14641624&amp;siteID=458335\">AutoCAD Civil 3D<\/a> et son <a href=\"http:\/\/labs.autodesk.com\/utilities\/civil3d_pointcloud\/\">Point Cloud Extension<\/a>.<\/p>\n<p>&#160;<\/p>\n<p>Ci-apr\u00e8s voyons en revue les principales fonctionnalit\u00e9s natives \u00e0 AutoCAD Civil 3D&#160;:<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0168e55c776e970c-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"Point_clouds\" border=\"0\" height=\"50\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f66c841cd.png\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"Point_clouds\" width=\"485\" \/><\/a><\/p>\n<p>-importer le nuage de points<\/p>\n<p>-d\u00e9couper une zone<\/p>\n<p>-reconnaissance de formes volumiques<\/p>\n<p>-classification du nuage de points<\/p>\n<p>-Cr\u00e9ation d\u2019une surface triangul\u00e9e ou Courbes de niveaux<\/p>\n<p>-Indexation<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0162ff66e127970d-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"indexation\" border=\"0\" height=\"125\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f671c9894.png\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"indexation\" width=\"235\" \/><\/a><\/p>\n<p>-Performances et capacit\u00e9 avec la possibilit\u00e9 de jouer sur la densit\u00e9 des points<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0168e55c7792970c-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"densit\u00e9\" border=\"0\" height=\"121\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f67497cfe.png\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"densit\u00e9\" width=\"234\" \/><\/a><\/p>\n<p>-Classification en s\u00e9parant le nuage en deux nuages distincts, terrain et non-terrain.<\/p>\n<p>-Param\u00e9trage de l\u2019algorithme pour pousser la pr\u00e9cision lors de la cr\u00e9ation du terrain \u00e0 partir du nuage de points<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0168e55c77a5970c-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"optionnuages\" border=\"0\" height=\"359\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f6783802b.png\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"optionnuages\" width=\"304\" \/><\/a><\/p>\n<p>R\u00e9sultat : AutoCAD Civil 3D a recr\u00e9\u00e9 un terrain (ci-apr\u00e8s affich\u00e9 en courbes de niveaux) et ceci \u00e0 partir de centaines de milliers de points en quelques secondes, c\u2019est-\u00e0-dire un nuage de points\u2026<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0167605bc32e970b-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"nuages_cdn\" border=\"0\" height=\"258\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f67c6ccbf.png\" style=\"background-image: none;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"nuages_cdn\" width=\"473\" \/><\/a><\/p>\n<p>La vid\u00e9o avec les \u00e9tapes de traitement :<\/p>\n<div class=\"wlWriterEditableSmartContent\" id=\"scid:5737277B-5D6D-4f48-ABFC-DD9C333F4C5D:3de35b75-e606-4653-9039-a3cd44cf3c57\" style=\"margin: 0px;float: none;padding: 0px\">\n<div id=\"97efbf8e-aedd-4bb3-a718-946ad61519f1\" style=\"margin: 0px;padding: 0px\">\n<div>\n<\/div>\n<\/div>\n<div style=\"width: 448px;clear: both;font-size: .8em\">La classification et la cr\u00e9ation d\u2019un nuage de points Terrain Naturel (TN)<\/div>\n<\/div>\n<p><em>En t\u00e9l\u00e9chargement <\/em><a href=\"https:\/\/projectpoint.buzzsaw.com\/ISDFRANCE\/Echanges%20techniques%20_%20Clients\/Lidar\/03-01-2012%2015-35-19.avi?public\"><em>ICI<\/em><\/a><em> sur Buzzsaw pour ceux qui n\u2019ont pas acc\u00e8s \u00e0 youtube<\/em><\/p>\n<p><strong>Quand est-il des performances machines n\u00e9cessaires?<\/strong><\/p>\n<p>Pour afficher\/manipuler un nuage de points et pour en extraire par la suite une surface triangul\u00e9e, les moteurs logiciels traditionnels peuvent \u00eatre tr\u00e8s rapidement satur\u00e9s et ceci m\u00eame avec de tr\u00e8s importantes ressources mat\u00e9rielles.<\/p>\n<p>Le moteur d\u00e9velopp\u00e9 par Autodesk permet d\u2019une part de charger un fichier de nuage de points tout en lib\u00e9rant la main pour continuer \u00e0 travailler mais aussi d\u2019optimiser l\u2019affichage, la manipulation et le calcul en cr\u00e9ant un objet type \u201cNuage de points\u201d sp\u00e9cifique \u00e0 ces diff\u00e9rentes t\u00e2ches.<\/p>\n<p>Ainsi sur certains projets d\u2019Autoroute, AutoCAD Civil 3D a permis de mod\u00e9liser enti\u00e8rement le Terrain \u00e0 son \u00e9tat Naturel.<\/p>\n<p><a href=\"http:\/\/civilfrance.typepad.com\/.a\/6a0120a619192b970b0168e55c7758970c-pi\"><img loading=\"lazy\" decoding=\"async\" alt=\"IMG_0165\" border=\"0\" height=\"163\" src=\"https:\/\/blogs.autodesk.com\/villagebim\/wp-content\/uploads\/sites\/154\/2021\/02\/img_6035f68203266.jpg\" style=\"background-image: none;margin: 0px 0px 6px;padding-left: 0px;padding-right: 0px;padding-top: 0px;border-width: 0px\" title=\"IMG_0165\" width=\"164\" \/><\/a><\/p>\n<p>Il n\u2019est donc th\u00e9oriquement plus n\u00e9cessaire de les lire avec des logiciels interm\u00e9diaires.<\/p>\n<p>Point Cloud extension pour AutoCAD Civil 3D est disponible tout de suite sur <a href=\"http:\/\/civilfrance.typepad.com\/blog\/2011\/11\/quels-sont-les-applicatifs-disponibles-pour-autocad-civil-3d.html\">le labs Autodesk<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tout d\u2019abord, qu\u2019est-ce qu\u2019un nuage de points? C\u2019est d\u2019abord une technologie. Celle qui permet notamment d\u2019afficher dans un logiciel 3D des centaines de milliers de points repr\u00e9sentant une zone de la r\u00e9alit\u00e9 scann\u00e9e \u00e0 un instant t. Le fournisseur FARO offre avec son scanner 3D la possibilit\u00e9 de relever en quelques secondes et avec beaucoup [&hellip;]<\/p>\n","protected":false},"author":1016,"featured_media":2472,"menu_order":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[3320,3305,3283,3338,3314,3315,19],"tags":[],"class_list":["post-2331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analyse","category-applicatifs-civil-3d","category-civil-3d","category-environnement-bati","category-modelisation-3d","category-nuages-de-points","category-visualisation","dhig-theme--light"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/posts\/2331","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/users\/1016"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/comments?post=2331"}],"version-history":[{"count":0,"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/posts\/2331\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/media\/2472"}],"wp:attachment":[{"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/media?parent=2331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/categories?post=2331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.autodesk.com\/villagebim\/wp-json\/wp\/v2\/tags?post=2331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}