Jahr, Katrin ; Iwaszczuk, Dorota ; Borrmann, Andre (2019)
Combining airborne images and open data to retrieve knowledge of construction sites.
26th EG-ICE Workshop on Intelligent Computing in Engineering. Leuven (June 30 – July 03, 2019)
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
Construction site planning is based on both explicit knowledge, as retrieved from regulations, and implicit knowledge, arising from experience. To retrieve and formalize rules from implicit knowledge, past construction projects can be analyzed. In this paper, we present an image analysis pipeline to retrieve information on past construction sites from airborne images. We fuse machine learning based image analysis with georeferencing and openly available geospatial data to retrieve a detailed description with true dimensions of the construction site at hand.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2019 |
| Autor(en): | Jahr, Katrin ; Iwaszczuk, Dorota ; Borrmann, Andre |
| Art des Eintrags: | Bibliographie |
| Titel: | Combining airborne images and open data to retrieve knowledge of construction sites |
| Sprache: | Englisch |
| Publikationsjahr: | Juli 2019 |
| Ort: | Leuven |
| Veranstaltungstitel: | 26th EG-ICE Workshop on Intelligent Computing in Engineering |
| Veranstaltungsort: | Leuven |
| Veranstaltungsdatum: | June 30 – July 03, 2019 |
| Kurzbeschreibung (Abstract): | Construction site planning is based on both explicit knowledge, as retrieved from regulations, and implicit knowledge, arising from experience. To retrieve and formalize rules from implicit knowledge, past construction projects can be analyzed. In this paper, we present an image analysis pipeline to retrieve information on past construction sites from airborne images. We fuse machine learning based image analysis with georeferencing and openly available geospatial data to retrieve a detailed description with true dimensions of the construction site at hand. |
| Fachbereich(e)/-gebiet(e): | 13 Fachbereich Bau- und Umweltingenieurwissenschaften 13 Fachbereich Bau- und Umweltingenieurwissenschaften > Institut für Geodäsie 13 Fachbereich Bau- und Umweltingenieurwissenschaften > Institut für Geodäsie > Fernerkundung und Bildanalyse |
| Hinterlegungsdatum: | 04 Okt 2019 06:35 |
| Letzte Änderung: | 04 Okt 2019 06:35 |
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