A study on roof point extraction based on robust estimation from airborne LIDAR data

Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A/Chung-kuo Kung Ch'eng Hsuch K'an

Volumn 31, Issue 4, 2008, Pages 537-550

  Chio, Shih Hong ^a  

^a NATIONAL CHENGCHI UNIVERSITY   (Taiwan)

Author keywords

Building reconstruction; LIDAR data; Quadtree split and merge; Robust estimation

Indexed keywords

OPTICAL RADAR; ROOFS;

3-D BUILDING RECONSTRUCTION; AIRBORNE LIDAR DATA; AUTOMATIC ALGORITHMS; BUILDING RECONSTRUCTION; LIDAR DATA; POINT EXTRACTION; ROBUST ESTIMATION; SPLIT-AND-MERGE;

DATA MINING;

EID: 47049129629     PISSN: 02533839     EISSN: 21587299     Source Type: Journal    
DOI: 10.1080/02533839.2008.9671409     Document Type: Article

References (22)

1. Ackermann, F., 1999. “Airborne Laser Scanning - Present Status and Future Expectations,”. ISPRS Journal of Photogrammetry & Remote Sensing, 54 (2):64–67.
2. Alharthy, A., and Bethel, J., 2002. “Heuristic Filtering and 3D Feature Extraction from LIDAR data,”. International Archives of Photogrammetry and Remote Sensing, 33:29–34. Part A
3. Axelsson, P., 1999. “Processing of Laser Scanner Data - Algorithms and Applications,”. ISPRS Journal of Photogrammetry & Remote Sensing, 54 (2):138–147.
4. Axelsson, P., 2000. “DEM Generation from Laser Scanner Data Using Adaptive TIN Models,”. International Archives of Photogrammetry and Remote Sensing, 33:110–117. Part B4/1
5. Elberink, S. O., and Maas, H., 2000. “The Use of Anisotropic Height Texture Measure for The Segmentation of Airborne Laser Scanner Data,”. International Archives of Photogrammetry and Remote Sensing, 33:678–684. part B3/2
6. Geibel, R., and Stilla, U., 2000. “Segmentation of Laser Altimeter Data for Building Reconstruction:Different Procedures and Comparison,”. International Archives of Photogrammetry and Remote Sensing, 33:326–334. Part B3
7. Huber, P.J., 1981. Robust Statistics, 1NY, USA:John Wiley & Sons, Inc.
8. Haala, N., and Brenner, C., 1999. “Extraction of Building and Trees in Urban Environments,”. ISPRS Journal of Photogrammetry & Remote Sensing, 54 (2):130–137.
9. Klein, H., and Foerstner, W., 1984. “Realization of Automatic Error Detection in the Block Adjustment Program PAT-M43 Using Robust Estimators,”. International Archives of Photogrammetry and Remote Sensing, 25:234–245. Part 3A
10. Kubik, K., Merchant, D., and Schenk, T., 1986. “Grosserrors and robust estimation,”. In Technical Papers, 1986 ACSM-ASPRS Annual Convention Vol. 4, 250–255. Washington D.C., USA
11. Lee, I., 2002. “Perceptual Organization of Surfaces,”. In Graduate Program in Geodetic Science and Surveying, Columbus, OH, USA:The Ohio State University. PhD. Dissertation
12. Geosystems, Leica. 2006. ALS50 Airborne Laser Scanner Introduction Available:http://gis.leicageosystems.com/, Leica Geosystems, GA, USA (last date accessed 1, March, 2006)
13. Maas, H. G., and Vosselman, G., 1999. “Two Algorithms for Extracting Building Models from Raw Laser Altimetry Data,”. ISPRS Journal of Photogrammetry & Remote Sensing, 54 (2):153–163.
14. Priestnall, G., Jaafar, J., and Duncan, A., 2000. “Extracting Urban Feature from LiDAR Digital Surface Models,”. Computers, Environment and Urban Systems, 24 (2):65–78.
15. Roggero, M., 2002. “Object Segmentation with Region Growing and Principal Component Analysis,”. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 34:289–294. Part 3A
16. Schuster, H. F., 2004. “Segmentation of Lidar Data Using the Tensor Voting Framework,”. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 35:1073–1078. Part B3
17. Wang, M., and Tseng, Y-H., 2004. “LIDAR Data Segmentation and Classification Based on Octree Structure,”. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 35:1682–1750. Part B3
18. Wehr, A., and Lohr, U., 1999. “Airborne Laser Scanning- An Introduction and Overview,”. ISPRS Journal of Photogrammetry & Remote Sensing, 54 (2):68–92.
19. Werner, H., 1984. “Automatic Gross Error Detection by Robust Estimators,”. International Archives of Photogrammetry and Remote Sensing, 25:197–219. Part 3
20. Wolf, Paul R., and Ghilani, Charles D., 1997. Adjustment Computations:Statistics and Least Squares in Surveying and GIS, 402–406. NY, USA:John Wiley & Sons, Inc.
21. Woo, H., Kang, E., Wang, S., and Lee, K. H., 2002. “A New Segmentation Method for Point Cloud Data,”. International Journal of Machine Tools & Manufacture, 42 (2):167–178.
22. Vosselman, G., and Dijkman, S., 2001. “3D Building Model Reconstruction from Point Clouds and Ground Plans,”. International Archives of Photogrammetry and Remote Sensing, 34:37–44. Part 3/W4