대한원격탐사학회지 (Korean Journal of Remote Sensing)

  • 제23권5호
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  • Pages.447-453
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  • 2007
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  • 1225-6161(pISSN)
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  • 2287-9307(eISSN)
대한원격탐사학회 (Korean Society of Remote Sensing)
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Building Extraction and 3D Modeling from Airborne Laser Scanning Data

  • Lee, Jeong-Ho (School of Civil, Urban and Geosystem Engineering, Seoul National University) ;
  • Han, Soo-Hee (School of Civil, Urban and Geosystem Engineering, Seoul National University) ;
  • Byun, Young-Gi (School of Civil, Urban and Geosystem Engineering, Seoul National University) ;
  • Yu, Ki-Yun (School of Civil, Urban and Geosystem Engineering, Seoul National University) ;
  • Kim, Yong-Il (School of Civil, Urban and Geosystem Engineering, Seoul National University)
  • 발행 : 2007.10.31
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초록

The demand for more accurate and realistic 3D urban models has been increasing more and more. Many studies have been conducted to extract 3D features from remote sensing data such as satellite images, aerial photos, and airborne laser scanning data. In this paper a technique is presented to extract and reconstruct 3D buildings in urban areas using airborne laser scanning data. Firstly all points in a building were divided into some groups by height difference. From segmented laser scanning data of irregularly distributed points we generalized and regularized building boundaries which better approximate the real boundaries. Then the roof points which are subject to the same groups were classified using pre-defined models by least squares fitting. Finally all parameters of the roof surfaces were determined and 3D building models were constructed. Some buildings with complex shapes were selected to test our presented algorithms. The results showed that proposed approach has good potential for reconstructing complex buildings in detail using only airborne laser scanning data.

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참고문헌

  1. Alharthy, A. and Bethel, J., 2002. Heuristic Filtering and 3D Feature Extraction from LiDAR Data. ISPRS Commission III, September 9-13, Graz, Austria
  2. Alharthy, A. and Bethel, J., 2004. Detailed building reconstruction from airborne laser data using a moving surface method. IAPRSIS XXXV - B3, pp. 213-218
  3. Brenner, C., 2000. Dreidimensionale Gebauderekonstruktion aus digitalen Oberflachenmodellen und Grundrissen. PhD thesis, University of Stuttgart. DGK-C 530
  4. Lee, J. H., Han, S. H., Byun, Y. G., Yu, K. Y., and Kim, Y. I., 2006. Extraction and Regularization of Complex Building Boundaries from Segmented LiDAR Data, WSEAS Transactions on Signal Processing, 12(2): 1544-1550
  5. Rottensteiner, F., 2003. Automatic generation of high-quality building models from Lidar data. IEEE CG&A, 23(6): 42-51
  6. Rottensteiner, F., Trinder, J., Clode, S., and Kubik, K., 2004. Fusing airborne laser scanner data and aerial imagery for the automatic extraction of buildings in densely built-up areas. Proceedings of XXth ISPRS Congress, Commission 3, Istanbul, Turkey, pp. 512
  7. Vosselman, G., 1999. Building reconstruction using planar faces in very high density height data. IAPRS XXXII/3-2W5, pp. 87-92