Outlier detection in laser scanner point clouds

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Volumn 36, Issue , 2006, Pages 297-302

  Sotoodeh, S ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

Laser Scanner; Outlier detection; Point cloud

Indexed keywords

ANTENNAS; DATA HANDLING; LASER APPLICATIONS; SCANNING; STATISTICS;

AUTOMATIC APPROACHES; DENSITY-BASED ALGORITHM; LASER SCANNER; OUTLIER DETECTION; OUTLIER DETECTION ALGORITHM; POINT CLOUD; TERRESTRIAL LASER SCANNERS; TYPE I AND TYPE II ERRORS;

CLUSTERING ALGORITHMS;

EID: 85018117394     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Baraldin, J. A., 2004. Integration of laser scanning and close-range photogrammetry. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science Congresss, Istanbul, Turkey, Commission VII, pp. 972-983.
2. Bornaz, L., Rinaudo F. 2004. Terrestrial laser scanner data processing. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science Congresss, Istanbul, Turkey, Vol. XXXV, Part B5, pp. 514-519.
3. Breunig, M. M., Kriegel, H.P., Ng, R.T., Sander J., 2000. LOF: Identifying density-based local outliers. In Proc. ACM SIGMOD Conf. 2000, pp. 93-104.
4. Eisenbeiss, H., Lambers, K., Sauerbier, M., Zhang, L., 2005: Photogrammetric documentation of an archaeological site (Palpa, Peru) using an autonomous model helicopter. Proceedings of the XXth CIPA International Symposium, Torino, Italy, In: International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XXXIV-5/C34, 238-243.
5. El-Hakim, S.F., Beraldin J.-A., 1994. On the integration of range and intensity data to improve vision-based three-dimensional measurements. In: Videometrics III, Proc. SPIE 2350, Boston, MA.
6. El-Hakim, S.F., Beraldin J.-A., Picard M., Vettore A., 2003. Effective 3D Modeling Of Heritage Sites. 4th Int. Conf. 3-D Digital Imaging and Modeling, Banff, Canada, October 6-10, pp. 302-309.
7. Hawkins, D., 1980. Identification of Outliers. Chapman and Hall, London.
8. Jain, A.K., Murty M.N., Flynn P.J., 1999. Data clustering: A review. ACM Computing Surveys, 31(3):264-323.
9. Johnson T., Kwok I., Ng. R.T., 1998. Fast computation of 2-dimensional depth contours. In Proc. KDD 1998, pages 224-228.
10. Knorr, E.M., Ng R.T., Tucakov V., 2000. Distance-based outliers: Algorithms and applications. VLDB Journal, 8:237-253.
11. Papadimitriou, S., Hiroyuki K., Gibbons P. B., Faloutsos C, 2002. LOCI: Fast Outlier Detection Using the Local Correlation Integral. Intel Corporation, IRP-TR-02-09.
12. Vanicek, P., Krakiwsky, E. 1982. Geodesy: The Concepts. University of New Brunswick, Canada, ISBN: 0-444-86149-1, pp 214-231.
13. Zhang, L., 2005. Automatic Digital Surface Model (DSM) Generation from Linear Array Images. Ph. D. Dissertation, Report No. 88, Institute of Geodesy and Photogrammetry, ETH Zurich, Switzerland.