A study of integration methods of aerial imagery and LIDAR data for high level of automation in 3D building reconstruction

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5099, Issue , 2003, Pages 65-76

  Seo, Suyoung ^a   Schenk, Toni ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

Aerial imagery; Building recognition; Building reconstruction; Co registration; Contour model; LIDAR; Sensor fusion; Wing model

Indexed keywords

BUILDINGS; COMPUTER SIMULATION; FEATURE EXTRACTION; IMAGE PROCESSING; OBJECT RECOGNITION; PHOTOGRAMMETRY; RADAR IMAGING; RECONSTRUCTION (STRUCTURAL);

AERIAL IMAGERY; BUILDING RECOGNITION; BUILDING RECONSTRUCTION; CO-REGISTRATION; CONTOUR MODEL; WING MODEL;

SENSOR DATA FUSION;

EID: 0043283957     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.490120     Document Type: Conference Paper

References (20)

1. E. P. Baltsavias, S. O. Mason, and D. Stallmann, "Use of DTMs/DSMs and orthoimages to support building extraction," in Gruen et al., pp. 199-210.
2. M. Berthod, L. Gabet, G. Giraudon, and J. Lotti, "High-resolution stereo for the detection of buildings," in Gruen et al., pp. 135-144.
3. W. Eckstein and O. Munkelt, "Extracting objects from digital terrain models," in Remote Sensing and Reconstruction for Three-Dimensional Objects and Scenes, T. Schenk, ed., Proc. SPIE 2572, pp. 222-231, 1995.
4. N. Haala and M. Hahn, "Data fusion for the detection and reconstruction of buildings," in Gruen et al., pp. 211-220.
5. C. Baillard, O. Dissard, O. Jamet, and H. Maître, "Extraction and textural characterization of above-ground areas from aerial stereo pairs: a quality assessment," ISPRS Journal of Photogrammetry and Remote Sensing 53, pp. 130-141, April 1998.
6. A. Brunn and U. Weidner, "Hierarchical bayesian nets for building extraction using dense digital surface models," ISPRS Journal of Photogrammetry and Remote Sensing 53, pp. 296-307, October 1998.
7. Z. Wang, "Extracting building information from lidar data," in IAPRS Object Recognition and Scene Classification from Multispectral and Multisensor Pixels, T. Schenk and A. Habib, eds., 32(3/1), pp. 279-284, (Columbus, Ohio), July 1998.
8. P. Axelsson, "Processing of laser scanner data-algorithms and applications," ISPRS Journal of Photogrammetry and Remote Sensing 54, pp. 138-147, July 1999.
9. S. Seo, "Data fusion of aerial images and lidar data for automation of building reconstruction," in The 3rd International LIDAR Workshop on Mapping Geo-Surficial Processes Using Laser Altimetry, (Columbus, OH, USA), October 2002.
10. A. Fischer, T. H. Kolbe, F. Lang, A. B. Cremers, W. Förstner, L. Plümer, and V. Steinhage, "Extracting buildings from aerial images using hierarchical aggregation in 2D and 3D," Computer Vision and Image Understanding: CVIU 72(2), pp. 185-203, 1998.
11. B. Ameri, Automatic Recognition and 3D Reconstruction of Buildings through Computer Vision and Digital Photogrammetry. PhD thesis, University of Stuttgart, Stuttgart, Germany, 2000.
12. T. Schenk and B. Csathó, "Fusion of lidar data and aerial imagery for a more complete surface description," in IAPRS Vol. 34, Part A, (Graz, Austria), 2002.
13. K.-R. Koch, Parameter Estimation and Hypothesis Testing in Linear Models, Springer, second ed., 1999.
14. J. O'Rourke, Computational Geometry in C, Cambridge University Press, second ed., 1998.
15. J. Canny, "A computational approach to edge detection," IEEE Transaction on Pattern Analysis and Machine Intelligence 8, pp. 679-690, 1986.
16. F. Rottensteiner, Semi-automatic extraction of buildings based on hybrid adjustment using 3D surface models and management of building data in a TIS. PhD thesis, Vienna University of Technology, Wien, February 2001.
17. B. Csathó, W. Krabill, J. Lucas, and T. Schenk, "A multisensor data set of an urban and coastal scene," in IAPRS Object Recognition Scene Classification From Multispectral and Multisensor Pixels, Vol.32, Part 3/2, pp. 26-31, (Columbus, OH), 1998.
18. M. Roux and D. M. McKeown, "Feature matching for building extraction from multiple views," in Proceedings of the 1994 IEEE Conference on Computer Vision and Pattern Recognition, (Seattle, WA), June 1994.
19. A. Fischer, T. H. Kolbe, and F. Lang, "On the use of geometric and semantic models for component-based building reconstruction," in Semantic Modeling for the Acquisition of Topographic Information from Images and Maps (SMATI), W. Förstner, C.-E. Liedtke, and J. Bücker, eds., pp. 101-119, 1999.
20. A. Gruen, O. Kuebler, and P. Agouris, eds., Automatic Extraction of Man-Made Objects from Aerial and Space Images, (Ascona), Birkhäuser Verlag, 1995.