Extraction of building footprints from airborne laser scanning: Comparison and validation techniques

2007 Urban Remote Sensing Joint Event, URS

Volumn , Issue , 2007, Pages

  Pfeifer, Norbert ^a   Rutzinger, Martin ^b   Rottensteiner, Franz ^c   Muecke, Werner ^a   Hollaus, Markus ^a  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

^b UNIVERSITY OF INNSBRUCK   (Austria)

^c UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; LASER THEORY; PHOTOMAPPING; QUALITY CONTROL; URBAN PLANNING;

AIRBORNE LASER SCANNING; HOUSE DETECTION;

FEATURE EXTRACTION;

EID: 34648819644     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/URS.2007.371854     Document Type: Conference Paper

References (27)

1. A. Wehr and U. Lohr, "Airborne laser scanning an introduction and overview," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 54, 1999.
2. W. Förstner, Computer and Robot Vision. Addison-Wesley Longman Publishing Co., Inc., 1993, vol. 2, ch. Image Matching.
3. K. Kraus and N. Pfeifer, "Determination of terrain models in wooded areas with airborne laser scanner data," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 53, 1998.
4. G. Sithole and G. Vosselman, "Comparison of filter algorithms," in International Archives of Photogrammetry and RS, 34/3-W13, Dresden, Germany, 2003.
5. W. Förstner, "3d-city models: Automatic and semiautomatic acquisition methods," in Photogrammetric Week 99, D. Fritsch and R. Spiller, Eds. Wichmann Verlag, Heidelberg, 1999.
6. C. Brenner, "Interactive modelling tools for 3d building reconstruction," in Photogrammetric Week 99, D. Fritsch and R. Spiller, Eds. Wichmann Verlag, Heidelberg, 1999.
7. F. Rottensteiner and M. Schulze, "Performance evaluation of a system for semi-automatic building extraction using adaptable primitives," in International Archives of Photogrammetry and RS, 34/3-W8, Munich, Germany, 2003.
8. J. Hyyppä, H. Hyyppä, P. Litkey, X. Yu, H. Haggren, P. Roennholm, U. Pyysalo, J. Pitkaenen, and M. Maltamo, "Algorithms and methods of airborne laser-scanning for forest measurements," in International Archives of Photogrammetry and RS 36/8-W2, Freiburg, Germany, 2004.
9. H. Kaartinen, J. Hyyppä, E. Gülch, G. Vosselman, H. Hyyppä, L. Matikainen, A. Hofmann, U. Mäder, Persson, U. Söderman, M. Elmqvist, A. Ruiz, M. Dragoja, D. Flamanc, G. Maillet, T. Kersten, J. Carl, R. Hau, E. Wild, L. Frederiksen, J. Holmgaard, and K. Vester, "Accuracy of 3d city models: EuroSDR comparison," in International Archives of Photogrammetry and RS, 36/3-W19, Enschede, The Netherlands, 2005.
10. C. Hug and A. Wehr, "Detecting and identifying topographic objects in imaging laser altimetry data," in International Archives of Photogrammetry and RS, 32/3-4W2, 1997.
11. S. Oude Elberink and H.-G. Maas, "The use of height texture measures for the segmentation of airborne laser scanner data," in International Archives of Photogrammetry and RS, 33/3A, Amsterdam, The Netherlands, 2000.
12. L. Matikainen, J. Hyyppä, and H. Hyyppä, "Automatic detection of buildings from laser scanner data for map updating," in International Archives of Photogrammetry and RS, 34/3-W13, 2001.
13. G. Forlani and C. Nardinocchi, "Building detection and roof extraction in laser scanning data," in International Archives of Photogrammetry and RS, 34, 2001.
14. Q. Zhan, M. Molenaar, and K. Tempfli, "Building extraction from laser data by reasoning on image segements in elevation slices," in International Archives of Photogrammetry and RS, 35, 2002.
15. M. Morgan and A. Habib, "Interpolation of Lidar data and automatic building extraction," in APSRS Annual Conference Proceedings, 2002.
16. A. Alharthy and J. Bethel, "Heuristic filtering and 3d feature extraction from Lidar data," in International Archives of Photogrammetry and Remote Sensing, Vol. 34/3A, Graz, Austria, 2002.
17. D. Tóvaria and T. Vögtle, "Object classification in laserscanning data," in International Archives of Photogrammetry and RS, 36/8-W2, 2004.
18. F. Tarsha-Kurdi, T. Landes, P. Grussenmeyer, and E. Smigiel, "New approach for automatic detection of buildings in airborne laser scanner data using first echo only," in International Archives of Photogrammetry and RS 36/3, Bonn, Germany, 2006.
19. H. Gross, U. Thoennessen, and W. v. Hansen, "3d-modeling of urban structures," in International Archives of Photogrammetry and RS, 36/3-W24, Vienna, Austria, 2005.
20. A. Brunn and U. Weidner, "Hierarchical bayesian nets for building extraction using dense digital surface models," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 53, 1998.
21. M. Rutzinger, B. Höfle, T. Geist, and J. Stötter, "Object-based building detection based on airborne laser scanning data within grass gis environment," in Proceedings of UDMS 2006 25th Urban Data Management Symposium, Fendel and Rumor, Eds., Aalborg, Denmark, 2006.
22. G. D. Team, "Geographic resources analysis support system (grass) software," ITC-irst, Trento, Italy, 2006. [Online]. Available: http://grass.itc.it
23. B. Höfle, M. Rutzinger, T. Geist, and J. Stötter, "Using airborne laser scanning data in urban data management - set up of a flexible information system with open source components," in Proceedings of UDMS 2006 25th Urban Data Management Symposium, Fendel and Rumor, Eds., Aalborg, Denmark, 2006.
24. L. Klein, Sensor and Data Fusion, Concepts and Applications, second ed. SPIE Optical Engineering Press, 1999.
25. F. Rottensteiner, J. Trinder, S. Clode, and K. Kubik, "Using the dempster shafer method for the fusion of lidar data and multi-spectral images for building detection," Information Fusion, vol. 6, no. 4, 2005.
26. C. Heipke, H. Mayer, C. Wiedemann, and O. Jamet, "Evaluation of automatic road extraction," in International Archives of Photogrammetry and Remote Sensing, Vol. 32.
27. L. Ragia and S. Winter, "Contributions to a quality description of areal objects in spatial data sets," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 55, 2000.