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Combining airborne images and open data to retrieve knowledge of construction sites

Jahr, Katrin and Iwaszczuk, Dorota and Borrmann, Andre (2019):
Combining airborne images and open data to retrieve knowledge of construction sites.
Leuven, In: 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 and Iwaszczuk, Dorota and 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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