Floor Plan Generation and Room Labeling of Indoor Environments from Laser Range Data

Eric Turner, Avideh Zakhor

2014

Abstract

Automatic generation of building floor plans is useful in many emerging applications, including indoor navigation, augmented and virtual reality, as well as building energy simulation software. These applications require watertight models with limited complexity. In this paper, we present an approach that produces 2.5D extruded watertight models of building interiors from either 2D particle filter grid maps or full 3D point-clouds captured by mobile mapping systems. Our approach is to triangulate a 2D sampling of wall positions and separate these triangles into interior and exterior sets. We partition the interior volume of the building model by rooms, then simplify the model to reduce noise. Such labels are useful for building energy simulations involving thermal models, as well as for ensuring geometric accuracy of the resulting 3D model. We experimentally verify the performance of our proposed approach on a wide variety of buildings. Our approach is efficient enough to be used in real-time in conjunction with Simultaneous Localization and Mapping (SLAM) applications.

Paper Citation

in Harvard Style

Turner E. and Zakhor A. (2014). Floor Plan Generation and Room Labeling of Indoor Environments from Laser Range Data . In Proceedings of the 9th International Conference on Computer Graphics Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2014) ISBN 978-989-758-002-4, pages 22-33. DOI: 10.5220/0004680300220033

in Bibtex Style

@conference{grapp14,
author={Eric Turner and Avideh Zakhor},
title={Floor Plan Generation and Room Labeling of Indoor Environments from Laser Range Data},
booktitle={Proceedings of the 9th International Conference on Computer Graphics Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2014)},
year={2014},
pages={22-33},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004680300220033},
isbn={978-989-758-002-4},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 9th International Conference on Computer Graphics Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2014)
TI - Floor Plan Generation and Room Labeling of Indoor Environments from Laser Range Data
SN - 978-989-758-002-4
AU - Turner E.
AU - Zakhor A.
PY - 2014
SP - 22
EP - 33
DO - 10.5220/0004680300220033