{"id":5613,"date":"2026-03-27T12:15:13","date_gmt":"2026-03-27T12:15:13","guid":{"rendered":"https:\/\/pointly.ai\/von-der-punktwolke-zum-bim-modell-ki-gestuetzte-lidar-verarbeitung-im-bahnbereich\/"},"modified":"2026-03-30T11:01:11","modified_gmt":"2026-03-30T11:01:11","slug":"von-der-punktwolke-zum-bim-modell-ki-gestuetzte-lidar-verarbeitung-im-bahnbereich","status":"publish","type":"post","link":"https:\/\/pointly.ai\/de\/von-der-punktwolke-zum-bim-modell-ki-gestuetzte-lidar-verarbeitung-im-bahnbereich\/","title":{"rendered":"Von der Punktwolke zum BIM-Modell: KI-gest\u00fctzte LiDAR-Verarbeitung im Bahnbereich"},"content":{"rendered":"<div id=\"Anker\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_2_3 2_3 fusion-two-third fusion-column-first\" style=\"--awb-bg-size:cover;width:66.666666666667%;width:calc(66.666666666667% - ( ( 4% ) * 0.66666666666667 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-1\"><p><a href=\"https:\/\/pointly.ai\/de\/blog\/\">&lt; zur\u00fcck <i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa-home fas circle-no fusion-text-flow\" style=\"--awb-iconcolor:#9eb014;--awb-iconcolor-hover:#d4e73b;--awb-font-size:32px;--awb-margin-right:16px;\"><\/i><\/a><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"800\" height=\"533\" alt=\"Software-Screenshot Pointly mit klassifizierten Objekten in einer 3D-Punktwolke\" title=\"Titel-DE-alt-Railway-Asset-Detection_w800\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Titel-DE-alt-Railway-Asset-Detection_w800.jpg\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Titel-DE-alt-Railway-Asset-Detection_w800.jpg\" class=\"lazyload img-responsive wp-image-5633\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27800%27%20height%3D%27533%27%20viewBox%3D%270%200%20800%20533%27%3E%3Crect%20width%3D%27800%27%20height%3D%27533%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Titel-DE-alt-Railway-Asset-Detection_w800-600x400.jpg 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Titel-DE-alt-Railway-Asset-Detection_w800.jpg 800w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/span><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-text-color:#1a434d;--awb-margin-top:25px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:24px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:24;line-height:1.33;\"><strong><span style=\"color: #57b5c6; font-size: 40px; line-height: 42px;\">Von der Punktwolke zum BIM-Modell: KI-gest\u00fctzte LiDAR-Verarbeitung im Bahnbereich<\/span><\/strong><\/h1><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-font-size:14px;--awb-text-color:#9eb014;\"><p>ver\u00f6ffentlicht: 27.03.26<\/p>\n<\/div><div class=\"fusion-text fusion-text-3\"><p>Die Digitalisierung von Bahninfrastruktur stellt Vermessungs- und Ingenieurb\u00fcros vor eine zentrale Herausforderung: <strong>Wie lassen sich riesige Mengen an Scandaten effizient und pr\u00e4zise in verwertbare Formate \u00fcberf\u00fchren?<\/strong> Pointly liefert die Antwort \u2013 <strong>mit KI-basierter Punktwolkenverarbeitung,<\/strong> die den g<strong>esamten Workflow von der Rohdaten bis zum fertigen BIM-Modell automatisiert<\/strong>.<\/p>\n<\/div><div class=\"fusion-image-element fusion-image-align-left in-legacy-container\" style=\"text-align:left;--awb-margin-left:-8px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\" style=\"margin-right:25px;float:left;\"><a href=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Schieneninfrastruktur.jpg\" class=\"fusion-lightbox\" data-rel=\"iLightbox[5317f24615ff3b13146]\" data-title=\"Schieneninfrastruktur\" title=\"Schieneninfrastruktur\"><img decoding=\"async\" width=\"1200\" height=\"677\" alt=\"zwei Screenshotsder Pointly 3D Object detection softwardie bahn Infrastruktur zeigt\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Schieneninfrastruktur.jpg\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Schieneninfrastruktur.jpg\" class=\"lazyload img-responsive wp-image-5618\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27677%27%20viewBox%3D%270%200%201200%20677%27%3E%3Crect%20width%3D%271200%27%20height%3D%27677%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Schieneninfrastruktur-600x339.jpg 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Schieneninfrastruktur-800x451.jpg 800w, https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Schieneninfrastruktur.jpg 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/span><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:20px;width:100%;max-width:180px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#1a434d;border-color:#1a434d;border-top-width:2px;\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:#1a434d;--awb-margin-top:15px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:35;line-height:1.34;\"><span style=\"color: #57b5c6; font-size: 26px;\">Pr\u00e4zise Extraktion von Oberleitungssystemen<\/span><\/h2><\/div><div class=\"fusion-text fusion-text-4\"><p>Mobile Laser Scanning (MLS) Systeme erfassen Bahnkorridore mit hoher Pr\u00e4zision und Geschwindigkeit. <strong>Pointly's KI-Modelle klassifizieren die entstehenden Punktwolken vollautomatisch und \u00fcberf\u00fchren sie in strukturierte, georeferenzierte BIM-Modelle<\/strong> \u2013 in einem Bruchteil der Zeit manueller Auswertung.<\/p>\n<p>Im Bereich Oberleitungsanlagen extrahiert Pointly automatisch:<\/p>\n<ul>\n<li>Befestigungspunkte an Mastaufs\u00e4tzen \u2013 inklusive exakter Raumposition<\/li>\n<li>Oberleitungen und Fahrleitungen \u2013 vollst\u00e4ndig vektorisiert und lagegenau<\/li>\n<li>Masten \u2013 mit Metadaten wie H\u00f6he, Typ und Ausrichtung<\/li>\n<\/ul>\n<p>Selbstverst\u00e4ndlich l\u00e4sst sich derselbe Ansatz auf alle weiteren Objekte entlang des Bahnkorridors anwenden. Der Workflow ist vollst\u00e4ndig anpassbar und kann auf die spezifischen Anforderungen des jeweiligen Kunden zugeschnitten werden \u2013 ob zus\u00e4tzliche Objektklassen, benutzerdefinierte Metadatenattribute oder individuelle Ausgabeformate.<\/p>\n<\/div><div class=\"fusion-image-element fusion-image-align-left in-legacy-container\" style=\"text-align:left;--awb-margin-left:-8px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\" style=\"margin-right:25px;float:left;\"><a href=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Extraktion-Attribute-Schienenmasten.jpg\" class=\"fusion-lightbox\" data-rel=\"iLightbox[b395321da7d3d123240]\" data-title=\"Extraktion-Attribute-Schienenmasten\" title=\"Extraktion-Attribute-Schienenmasten\"><img decoding=\"async\" width=\"1200\" height=\"677\" alt=\"Ein oiftware Screenshot der 3d Punktwolkenobjekte von Bahninfratsruktur zeigt\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Extraktion-Attribute-Schienenmasten.jpg\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Extraktion-Attribute-Schienenmasten.jpg\" class=\"lazyload img-responsive wp-image-5619\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27677%27%20viewBox%3D%270%200%201200%20677%27%3E%3Crect%20width%3D%271200%27%20height%3D%27677%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Extraktion-Attribute-Schienenmasten-600x339.jpg 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Extraktion-Attribute-Schienenmasten-800x451.jpg 800w, https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/Extraktion-Attribute-Schienenmasten.jpg 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/span><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:2px;margin-bottom:2px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:#1a434d;--awb-margin-top:24px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:35;line-height:1.34;\"><span style=\"color: #57b5c6; font-size: 26px;\">Strukturierte Daten f\u00fcr Asset Management und BIM<\/span><\/h2><\/div><div class=\"fusion-text fusion-text-5\"><p>Die <strong>extrahierten Daten flie\u00dfen direkt in digitale Zwillinge und BIM-Modelle ein<\/strong> \u2013 maschinenlesbar und bereit f\u00fcr bestehende Asset-Management-Systeme. Jedes Objekt wird dabei nicht nur erkannt, sondern semantisch angereichert: mit Attributen, geometrischen Beziehungen und lagegenauer Verortung im Korridor.<\/p>\n<p>Das schafft eine <strong>zuverl\u00e4ssige Grundlage f\u00fcr Wartungsplanung, Erneuerungsprojekte und regulatorische Dokumentation<\/strong>.<\/p>\n<\/div><div class=\"fusion-image-element fusion-image-align-left in-legacy-container\" style=\"text-align:left;--awb-margin-bottom:22px;--awb-margin-left:-8px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-4 hover-type-none\" style=\"margin-right:25px;float:left;\"><a href=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/schineninfrastruktur-3D-Modell-Bim.jpg\" class=\"fusion-lightbox\" data-rel=\"iLightbox[9b5e440dab3c524476f]\" data-title=\"schineninfrastruktur-3D-Modell-Bim\" title=\"schineninfrastruktur-3D-Modell-Bim\"><img decoding=\"async\" width=\"1200\" height=\"677\" alt=\"Ein oiftware Screenshot der 3d Punktwolkenobjekte von Bahninfratsruktur zeigt\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/schineninfrastruktur-3D-Modell-Bim.jpg\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/schineninfrastruktur-3D-Modell-Bim.jpg\" class=\"lazyload img-responsive wp-image-5620\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27677%27%20viewBox%3D%270%200%201200%20677%27%3E%3Crect%20width%3D%271200%27%20height%3D%27677%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/schineninfrastruktur-3D-Modell-Bim-600x339.jpg 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/schineninfrastruktur-3D-Modell-Bim-800x451.jpg 800w, https:\/\/pointly.ai\/wp-content\/uploads\/2026\/03\/schineninfrastruktur-3D-Modell-Bim.jpg 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/span><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:2px;margin-bottom:2px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:40px;\"><p>M\u00f6chten Sie \u00fcber <strong>kommende Pointly-Funktionen<\/strong> und relevante Neuigkeiten rund um unsere Software zur benutzerdefinierten Klassifizierung von 3D-Punktwolken informiert werden? Abonnieren Sie unseren <a href=\"https:\/\/pointly.ai\/#newsletter\">Newsletter<\/a> und folgen Sie uns auf<a href=\"https:\/\/www.linkedin.com\/company\/pointly\/\"> LinkedIn,<\/a> um mehr \u00fcber Updates und andere Neuigkeiten zu erfahren!<\/p>\n<\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-padding-top:20px;--awb-padding-left:20px;--awb-bg-color:var(--awb-color3);--awb-bg-color-hover:var(--awb-color3);--awb-bg-size:cover;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-7\"><p><strong>Mehr erfahren oder Demo anfragen? <\/strong><br \/>\n<a href=\"mailto:info@pointly.ai\"><span style=\"color: #1a434d; 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font-size: 24px;\">\u00dcber Pointly<\/span><\/strong><\/div>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:10px;margin-bottom:10px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-10\"><div class=\"fusion-text kabel\">\n<p>Pointly is an intelligent, cloud-based software solution to manage and classify 3D point clouds \u2013 faster and more precise than ever before.<\/p>\n<p>With Pointly Services you can get on-demand advanced 3D point cloud solutions tailormade for you.<\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-text fusion-text-11\"><div class=\"fusion-text kabel\"><strong><span style=\"color: #18464b; font-size: 24px;\">Diesen Artikel teilen<br \/>\n<\/span><\/strong><\/div>\n<\/div><div class=\"fusion-sharing-box fusion-sharing-box-1 boxed-icons has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#edf7f9;--awb-margin-left:-15px;--awb-wrapper-padding-left:0px;--awb-separator-border-sizes:0px;--awb-alignment:flex-start;--awb-layout:row;--awb-alignment-small:space-between;--awb-stacked-align-small:center;\" data-title=\"Von der Punktwolke zum BIM-Modell: KI-gest\u00fctzte LiDAR-Verarbeitung im Bahnbereich | Pointly\" data-description=\"&lt; 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