Jahr, Katrin ; Iwaszczuk, Dorota ; Borrmann, Andre (2019):
Combining airborne images and open data to retrieve knowledge of construction sites.
Leuven, 26th EG-ICE Workshop on Intelligent Computing in Engineering, Leuven, June 30 – July 03, 2019, [Conference or Workshop Item]
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.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2019 |
| Creators: | Jahr, Katrin ; Iwaszczuk, Dorota ; Borrmann, Andre |
| Title: | Combining airborne images and open data to retrieve knowledge of construction sites |
| Language: | English |
| 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. |
| Place of Publication: | Leuven |
| Divisions: | 13 Department of Civil and Environmental Engineering Sciences 13 Department of Civil and Environmental Engineering Sciences > Institute of Geodesy 13 Department of Civil and Environmental Engineering Sciences > Institute of Geodesy > Remote Sensing and Image Analysis |
| Event Title: | 26th EG-ICE Workshop on Intelligent Computing in Engineering |
| Event Location: | Leuven |
| Event Dates: | June 30 – July 03, 2019 |
| Date Deposited: | 04 Oct 2019 06:35 |
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