Object-based integration of photogrammetric and LiDAR data for automated generation of complex polyhedral building models

Sensors

Volumn 9, Issue 7, 2009, Pages 5679-5701

  Kim, Changjae ^a   Habib, Ayman ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

Complex structures; Data integration; Hierarchical processing; Lidar; Photogrammetry; Polyhedral building model generation

Indexed keywords

AUTOMATED GENERATION; BUILDING MODEL; COMPLEX STRUCTURE; HIERARCHICAL PROCESSING; HYPOTHESIS GENERATION; OBJECT BASED; PLANAR PATCH; QUALITATIVE AND QUANTITATIVE ANALYSIS;

BUILDINGS; DATA PROCESSING; OPTICAL RADAR; PHOTOGRAMMETRY;

DATA INTEGRATION;

EID: 77952481606     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s90705679     Document Type: Article

References (30)

1. McGlone, J.; Shufelt, J. Projective and Object Space Geometry for Monocular Building Extraction. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Seattle, Washington, USA, June 21-23, 1994; pp. 54-61.
2. Lin, C.; Nevatia, R. Building detection and description from a single intensity image. Comput. Vis. Image Und. 1998, 72, 101-121.
3. Haala, N. 3D building reconstruction using linear edge segments. Photogram. Week 1995, 95, 19-28.
4. Henricsson, O.; Bignone, F.; Willuhn, W.; Ade, F.; Kubler, O.; Baltasavias, E.; Mason, S.; Grün; A. Project AMOBE: strategies, current status and future work. Int. Arch. Photogram. Remote Sens. 1996, 31, 321-330.
5. Henricsson, O.; Baltsavias, E. 3-D Building Reconstruction with ARUBA: A Qualitative and Quantitative Evaluation, In Proceedings of Automatic Extraction of Man-made Objects from Aerial and Space Images (II), Birkhauser Verlag, Basel, Switzerland, 1997; pp. 65-76.
6. Baillard, C.; Schmid, C.; Zisserman, A.; Fitzgibbon, A. Automatic line matching and 3D reconstruction of buildings from multiple views. Int. Arch. Photogram. Remote Sens. 1999, 32, 69-80.
7. Kim, Z.; Huetas, A.; Nevatia, R. Automatic Description of Buildings with Complex Rooftops from Multiple Images. In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Kauai, HI, USA, December 8-14, 2001; Vol. 2, pp. 272-279.
8. Wang, Y.; Schultz, S.; Giuffrida, F. Pictometry's proprietary airborne digital image system and its application in 3D city modeling. Int. Arch. Photogram. Remote Sens. 2008, 37, 1065-1070.
9. Brenner, C. Building reconstruction from images and laser scanning. Int. J. Appl. Earth Obs. 2005, 6, 187-198.
10. Maas, H.; Vosselman, G. Two algorithms for extracting building models from raw laser altimetry data. ISPRS J. Photogram. 1999, 54, 153-163.
11. Vosselman, G. Building reconstruction using planar faces in very high density height data. Int. Arch. Photogram. Remote Sens. 1999, 32, 87-92.
12. Rottensteiner, F.; Briese, C. A new method for building extraction in urban areas from high- resolution LiDAR data. Int. Arch. Photogram. Remote Sens. 2002, 34, 295-301.
13. Sampath, A.; Shan, J. Building boundary tracing and regularization from airborne LiDAR point clouds. Photogram. Eng. Rem. S 2007, 73, 805-812.
14. Kim, C.; Habib, A.; Chang, Y. Automatic generation of digital building models for complex structures from LiDAR data. Int. Arch. Photogram. Remote Sens. 2008, 37, 456-462.
15. Baltsavias, E. Airborne laser scanning: existing systems and firms and other resources. ISPRS J. Photogram. 1999, 54, 164-198.
16. Schenk, T.; Csatho, B. Fusion of LiDAR data and aerial imagery for a complete surface description. Int. Arch. Photogram. Remote Sens. 2002, 34, 310-317.
17. Hu, J.; You, S.; Neumann, U.; Park, K. Building Modeling from LiDAR and Aerial Imagery. In Proceedings of ASPRS 2004 Annual Conference, Denver, Colorado, USA, 2004; [CD-ROM].
18. Ma, R. Building model reconstruction from LiDAR data and aerial photographs. Ph.D. Dissertation. The Ohio State University: Ohio, USA, 2004; pp. 1-166.
19. Chen, L.; Teo, T.; Rau, J.; Liu, J.; Hsu, W. Building Reconstruction from LiDAR Data and Aerial Imagery. In Proceedings of IEEE International Geoscience and Remote Sensing Symposium, Boston, Massachusetts, USA, July 6-11, 2005; Vol. 4, pp. 2846-2849.
20. Lee, D.; Lee, K.; Lee, S. Fusion of LiDAR and imagery for reliable building extraction. Photogram. Eng. Rem. S. 2008, 74, 215-225.
21. Habib, A.; Kim, E.; Kim, C. New methodologies for true orthophoto generation. Photogram. Eng. Rem. S. 2007, 73, 25-36.
22. Habib, A.; Chang Y.; Lee, D. Occlusion-based methodology for the classification of LiDAR data. Photogram. Eng. Rem. S. 2009, 75, 703-712.
23. Kim, C.; Habib, A.; Mrstik, P.; Kusevic, K. New Approach for Classification and Segmentation of Airborne and Terrestrial LIDAR Data. In Proceedings of Joint CIG/ISPRS Conference on Geomatics for Disaster and Risk Management, Toronto, Ontario, Canada, 2007; unpaginated CD-ROM.
24. Jarvis, R.A. Computing the Shape Hull of Points in the Plane. In Proceedings of IEEE Computer Society Conference Pattern Recognition and Image Process, New York, NY, USA, April 31-22,1977; pp. 231-261.
25. Habib, A.; Bang, K.; Aldelgawy, M.; Shin, S. Integration of photogrammetric and LiDAR data in a multi-primitive triangulation procedure, In Proceddings of ASPRS 2007 Annual Conference - Identifying Geospatial Solutions, Tampa, Florida, 2007; [CD-ROM].
26. Dony, R.D.; Wesolkowski, S. Edge Detection on Colour Images Using RGB Vector Angles. In Proceddings of IEEE Canadian Conference on Electrical and Computer Engineering, Edmonton, Alberta, Canada, 1999; pp. 687-692.
27. Douglas, D.H.; Peucker, T.K. Algorithms for the reductions of the number of points required to represent a digitized line or its caricature. Can. Cartogr. 1973, 10, 112-122.
28. Heipke, C.; Mayer, H.; Wiedemann, C.; Jamet, O. Evaluation of automatic road extraction. Int. Arch. Photogram. Remote Sens. 1997, 32, 47-56.
29. Rottensteiner, F.; Trinder, J.; Clode, S.; Kubik, K. Using the Dempster-Shafer method for the fusion of LIDAR data and multi-spectral images for building detection. Inf. Fusion 2005, 6, 283-300.
30. Sohn, G.; Dowman, I. Data fusion of high-resolution satellite imagery and LiDAR data for automatic building extraction. ISPRS J. Photogram. 2007, 62, 43-63.