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3D Modeling of Indoor Environments
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2013 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

With the aid of modern sensors it is possible to create models of buildings. These sensorstypically generate 3D point clouds and in order to increase interpretability and usability,these point clouds are often translated into 3D models.In this thesis a way of translating a 3D point cloud into a 3D model is presented. The basicfunctionality is implemented using Matlab. The geometric model consists of floors, wallsand ceilings. In addition, doors and windows are automatically identified and integrated intothe model. The resulting model also has an explicit representation of the topology betweenentities of the model. The topology is represented as a graph, and to do this GraphML isused. The graph is opened in a graph editing program called yEd.The result is a 3D model that can be plotted in Matlab and a graph describing the connectivitybetween entities. The GraphML file is automatically generated in Matlab. An interfacebetween Matlab and yEd allows the user to choose which rooms should be plotted.

Place, publisher, year, edition, pages
2013. , 54 p.
Keyword [en]
Point Cloud, 3D Model, Topology, Random Sample Consensus, Principal Component Analysis
National Category
Signal Processing
URN: urn:nbn:se:liu:diva-93999ISRN: LiTH-ISY-EX--13/4701--SEOAI: diva2:628400
External cooperation
Subject / course
Automatic Control
2013-06-13, Algoritmen, 21:09 (Swedish)
Available from: 2013-06-17 Created: 2013-06-13 Last updated: 2013-06-18Bibliographically approved

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Dahlin, Johan
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Automatic ControlThe Institute of Technology
Signal Processing

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ReferencesLink to record
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