Investigating performance of Airborne LiDAR data filtering algorithms for DTM generation

Measurement: Journal of the International Measurement Confederation

Volumn 63, Issue , 2015, Pages 61-68

  Polat, Nizar ^a   Uysal, Murat ^a  

^a AFYON KOCATEPE UNIVERSITY   (Turkey)

Author keywords

Airborne; DTM; Filtering; LiDAR

Indexed keywords

FILTRATION; LASER BEAMS; SIGNAL FILTERING AND PREDICTION; SURVEYING; URBAN GROWTH;

AIRBORNE; AIRBORNE LIDAR SYSTEMS; DIGITAL TERRAIN MODEL; FILTERING PROCEDURES; LIGHT DETECTION AND RANGING SYSTEMS; PERFORMANCE OF ALGORITHM; THREE-DIMENSIONAL INFORMATION; TOPOGRAPHIC FEATURES;

OPTICAL RADAR;

EID: 84919820342     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2014.12.017     Document Type: Article

References (21)

1. A. Alharthy, J. Bethel, Heuristic filtering and 3d feature extraction from lidar data, in: Proceedings of PCV02, 2002, Graz, Austria.
2. G. Aumann, H. Ebner, and L. Tang Automatic derivation of skeleton lines from digitized contours ISPRS J. Photogramm. Remote Sens. 46 1991 259 268
3. P. Axelsson DEM generation from laser scanner data using adaptive TIN models Int. Arch. Photogramm. Remote Sen. 33 2000 110 117 (Amsterdam)
4. J.C. Fernandez, A. Singhania, J. Caceres, K.C. Slatton, M. Starek, and R. Kumar An Overview of LiDAR point cloud processing software Geosensing Engineering and Mapping (GEM) 2007 Civil and Coastal Engineering Department, University of Florida USA
5. K. Kraus, J. Otepka, DTM modelling and visualization - the SCOP approach, in: Proceedings of Photogrammetric Week 05, Heidelberg, Germany, 2005, pp. 241-252.
6. P. Lohmann, A. Koch, Quality assessment of laser-scanner-data. ISPRS Workshop on Sensing and Mapping from Space, 1999, University of Hanover, Germany.
7. R. Ma, and W. Meyer DTM generation and building detection from Lidar data Photogramm. Eng. Remote Sens. 71 2005 847 854
8. X. Meng, N. Currit, and K. Zhao Ground filtering algorithms for airborne LiDAR data: a review of critical issues Remote Sens. 2 2010 833 860
9. T. Podobnikar, Z. Stancic, K. Oštir, Data integration for the DTM production. ISPRS WG VI/3 and IV/3 meeting 2000: Bridging the Gap, Ljubljana.
10. S. Popescu, and K. Zhao A voxel-based lidar method for estimating crown base height for deciduous and pine Trees Remote Sens. Environ. 112 2008 767 781
11. J. Shan, and A. Sampath Urban DEM generation from raw LiDAR data: a labeling algorithm and its performance Photogramm. Eng. Remote Sens. 71 2005 217 226
12. G. Sohn, and I. Dowman Data fusion of high-resolution satellite imagery and LiDAR data for automatic building extraction ISPRS J. Photogramm. Remote Sens. 62 2007 43 63
13. N.S. Sulaiman, Z. Majid, and H. Setan Dtm generation from Lidar data by using different filters in open - source software Geoinf. Sci. J. 10 2 2010 89 109
14. A. Ullrich, N. Studnicka, M. Hollaus, C. Briese, W. Wagner, M. Doneus, W. Mucke, Improvements in DTM generation by using full-waveform airborne laser scanning data, in: 7th Annual Conference and Exposition "Laser Scanning and Digital Aerial Photography. Today and Tomorrow", 2008, Moscow, Russia.
15. G. Vosselmann Slope based filtering of Laser altimetry data Int. Arch. Photogramm. Remote Sens. XXXIII 2000 935 942
16. D. Whitman, K. Zhang, S.P. Leatherman, and W. Robertson Airborne Laser Topographic Mapping: Application To Hurricane Storm Surge Hazards, Earth Sciences in the Cities 2003 American Geophysical Union Washington, DC 363 376
17. K. Zhang, and D. Whitman Comparison of three algorithms for filtering airborne LiDAR data Photogramm. Eng. Remote Sens. 71 2005 313 324
18. K. Zhang, S. Chen, D. Whitman, and M. Shyu A progressive morphological filter for removing nonground measurements from airborne LiDAR data IEEE Trans. Geosci. Remote Sens. 41 2003 872 882
19. K. Zhang, and Z. Cui Airborne LiDAR Data Processing and Analysis Tools ALDPAT 1.0) 2007 International Hurricane Research Center, Department of Environmental Studies, Florida International University
20. K. Zhao, and S. Popescu Lidar-based mapping of leaf area index and its comparison with satellite GLOBCARBON LAI products Remote Sens. Environ. 113 2009 1628 1645
21. K. Zhao, S. Popescu, and R. Nelson Lidar remote sensing of forest biomass: a scale-invariant approach using airborne lasers Remote Sens. Environ. 112 2009 182 196