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http://yadda.icm.edu.pl:80/baztech/element/bwmeta1.element.baztech-3afbbf4b-3931-4b35-9c05-dfd942286071

Czasopismo

Archiwum Fotogrametrii, Kartografii i Teledetekcji

Tytuł artykułu

Building outline reconstruction from als data set with a priori information

Autorzy Jarząbek-Rychard, M.  Borkowski, A. 
Treść / Zawartość
Jarzabek.pdf
Warianty tytułu
Języki publikacji EN
Abstrakty
EN Extraction of building boundaries is a n important step towards 3D buildings reconstruction. It may be also of interest on their own, for the real estate industry, GIS and automated updating of cadastral maps. In this paper we propose a comprehensive method for an automated extraction and delineation of building outlines from raw airborne laser scanning data. The presented workflow comprises three steps. It starts with identification of the points belonging to each singular building. The second step is to trace the points that compose a building boundary. In the last step an adjustment process is applied, that aims in boundary lines regularization. The first step – building detection is a most computationally expensive process and has a fundamental importance for the whole algorithm. A proposed approach is to include building address points that give exact information about building location. This additional information highly reduces the complexity of the building points extraction.
Słowa kluczowe
PL LIDAR   odbudowa   algorytmy   generalizacja   budownictwo   chmura punktów  
EN lidar   reconstruction   algorithms   generalization   building   point cloud  
Wydawca Zarząd Główny Stowarzyszenia Geodetów Polskich
Czasopismo Archiwum Fotogrametrii, Kartografii i Teledetekcji
Rocznik 2011
Tom Vol. 22
Strony 227--236
Opis fizyczny Bibliogr. 15 poz.
Twórcy
autor Jarząbek-Rychard, M.
autor Borkowski, A.
Bibliografia
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2. Awrangjeb M., Ravanbakhsh, M., Fraser, C. S., 2010. Automatic detection of residential buildings using LIDAR data and multispectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 65(2010), pp. 457-467.
3. Berg M. de, Kreveld M. van, Overmars M., Schwarzkopf O., 2007. Geometria obliczeniowa. Wydawnictwo Naukowo-Techniczne, Warszawa, pp. 130-132. Dorniger P., Pfeifer N., 2008. A comprehensive automated 3D approach for building extraction, re construction and regularization from air borne laser scanning point cloud. Sensors, Vol. 8, pp. 7323-7343.
4. Haala, N., Brenner, C., Anders, K.-H., 1998. Urban GIS from laser altimeter and 2D map data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXII (3/1), pp. 339-346.
5. Haala N., Kada M. 2010. An update on automatic 3D building reconstruction. ISPRS Journal of Photogrammetry and Remote Sensing, 65, pp. 570-580.
6. Jarvis, R.A., 1973. On the identification of the convex hull of a finite set of points in the plane. Information Processing Letters, 2(1), pp.18-21.
7. Jarzabek-Rychard M., Borkowski A., 2010 Porównanie Algorytmów RANSAC oraz rosnacych płaszczyzn w procesie segmentacji danych skaningu laserowego. Archiwum Kartografii, Fotogrametrii i Teledetekcji, Vol. 21, pp. 119-130
8. Keller W., Borkowski A. (2011): Wavelet based buildings segmentation in airborne laser scanning data set. Geodesy and Cartography, (in print).
9. Kaartinen, H., Hyyppa, J., 2006. Evaluation of building extraction. Tech. Report, European Spatial Data Research, Publication No. 50.
10. Neidhart, S., Sester, M., 2008. Extraction of building ground plans from lidar data. International Archives of Photogrammetry and Remote Sensing, XXXVII. Part B2, pp. 405-410.
11. Oude Elberlink, S., 2010. Acquisition of 3D topography. Automated 3D road and building reconstruction using airborne laser scanner data and topographic maps. PhD Thesis, ITC, Enschede, pp. 74.
12. Rottensteiner, F., Briese, C., 2002. A new method for building extraction in rban areas from high-resolution lidar data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXIV, Part 3A, pp. 295-301.
13. Sampath, A., Shan, J., 2007. Building boundary tracing and regularization from airborne lidar point clouds. Photogrammetric Engineering and Remote Sensing, 73(7), pp. 805-812. Vosselman G., 1999. Building reconstruction using planar faces in very high density height data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXII, Part3/2W5, pp. 87-92.
14. Vosselman G., Dijkman, S., 2001. 3D building model reconstruction from point clouds and ground plans. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXIV, 3W4, pp. 37-43.
15. Vosselman G., Maas, H-G., 2010. Airborne and terrestrial laser scanning. Whittles
Publishing, Dunbeath, pp. 178-182.
Kolekcja BazTech
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