Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B3, 555-560, 2016
http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLI-B3/555/2016/
doi:10.5194/isprs-archives-XLI-B3-555-2016
 
09 Jun 2016
AUTOMATIC EXTRACTION AND REGULARIZATION OF BUILDING OUTLINES FROM AIRBORNE LIDAR POINT CLOUDS
Bastian Albers1, Martin Kada2, and Andreas Wichmann2 1Institute for Geoinformatics and Remote Sensing (IGF), University of Osnabrück, Barbarastraße 22b, 49076 Osnabrück, Germany
2Institute of Geodesy and Geoinformation Science (IGG), Technische Universität Berlin, Straße des 17. Juni 135, 10623 Berlin, Germany
Keywords: Buildings, Outlines, Algorithm, LiDAR, Extraction, Regularization Abstract. Building outlines are needed for various applications like urban planning, 3D city modelling and updating cadaster. Their automatic reconstruction, e.g. from airborne laser scanning data, as regularized shapes is therefore of high relevance. Today’s airborne laser scanning technology can produce dense 3D point clouds with high accuracy, which makes it an eligible data source to reconstruct 2D building outlines or even 3D building models. In this paper, we propose an automatic building outline extraction and regularization method that implements a trade-off between enforcing strict shape restriction and allowing flexible angles using an energy minimization approach. The proposed procedure can be summarized for each building as follows: (1) an initial building outline is created from a given set of building points with the alpha shape algorithm; (2) a Hough transform is used to determine the main directions of the building and to extract line segments which are oriented accordingly; (3) the alpha shape boundary points are then repositioned to both follow these segments, but also to respect their original location, favoring long line segments and certain angles. The energy function that guides this trade-off is evaluated with the Viterbi algorithm.
Conference paper (PDF, 1194 KB)


Citation: Albers, B., Kada, M., and Wichmann, A.: AUTOMATIC EXTRACTION AND REGULARIZATION OF BUILDING OUTLINES FROM AIRBORNE LIDAR POINT CLOUDS, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B3, 555-560, doi:10.5194/isprs-archives-XLI-B3-555-2016, 2016.

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