Sensor-Driven Calibration and Co-Registration of Airborne Multisensor LiDAR Data

REFERENCES

• Anderson, E.S., Thompson, J.A., Crouse, D.A., and Austin, R.E. 2005. “Horizontal resolution and data density effects on remotely sensed LIDAR-based DEM.” Geoderma, Vol. 132(No. 3–4): pp. 406–415.
   Web of Science ®Google Scholar
• Armenakis C., Gao, Y., and Sohn, G. 2010. “Co-registration of lidar and photogrammetric data for updating building databases.” In ISPRS Joint Workshop on Core Spatial Databases-Updating, Maintenance and Services-from Theory to Practice, ISPRS Archives, Vol. XXXVIII, Part 4-8-2-W9. ISPRS.
   Google Scholar
• Bang, K.I. 2010. Alternative Methodologies for LiDAR System Calibration. PhD thesis, September 2010, UCGE Report 20317, University of Calgary, Calgary, Canada.
   Google Scholar
• Bartels, M., Wei, H., and Mason, D.C. 2006. “DEM generation from LiDAR data using skewness balancing.” Paper presented at the International Conference on Pattern Recognition, Hong Kong, 2006.
   Google Scholar
• Briese, C., Mandlburger, G., and Pfeifer, N. 2007. “Airborne laser scanning - high quality digital terrain modelling.” Paper presented at the Third International Scientific Conference “GEO-Sibirien-2007,” Novosibirsk, Russia, September 2–8, 2007, 79–92.
   Google Scholar
• Burman, H. 2002. “Laser strip adjustment for data calibration and verification.” In International Archives of Photogrammetry and Remote Sensing, Vol. 34(No. 3): pp. 67–72.
   Google Scholar
• Cunningham, R., Gisclair, D., and Craig, J. 2003. The Louisiana Statewide LiDAR Project. http://atlas.lsu.edu/central/la_lidar_project.pdf Accessed July 8, 2015.
   Google Scholar
• Fernandez, J.C., Singhania, A., Caceres, J., Slatton, K.C., Starek, M., and Kumar, R. 2007. An Overview of LiDAR Point Cloud Processing Software. GEM Center Report No. Rep_2007-12-001. Geosensing Engineering and Mapping (GEM) Civil and Coastal Engineering Department, University of Florida, Gainesville, FL.
   Google Scholar
• Filin, S., and Vosselman, G. 2004. “Adjustment of airborne laser altimetry strips.” International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 35(No. B3): pp. 285–289.
   Google Scholar
• Friess, P., 2006. “Towards a rigorous methodology for airborne laser mapping.” Paper presented at the International Calibration and Orientation Workshop EURO COW 2006, February 10–12, 2006, Castelldefels, Spain. Published as CD-ROM.
   Google Scholar
• Friess, P. 2011. Presentation of LMS Software. International LiDAR Mapping Forum 2011, May 31–June 3, 2011, Toronto, Canada.
   Google Scholar
• Gallant, J.C., and Austin, J.M. 2009. “Stitching fine resolution DEMs.” Paper presented at the 18th World IMACS / MODSIM Congress, Cairns, Australia, July 13–17, 2009.
   Google Scholar
• Grohman, G., Kroenung, G., and Strebeck, J. 2006. “Filling SRTM voids: The delta surface fill method.” Photogrammetric Engineering & Remote Sensing Vol. 72(No. 3): pp. 213–216.
   Web of Science ®Google Scholar
• Guo, Q., Li, W., Yu, H., and Alvarez, O. 2010. “Effects of topographic variability and LiDAR sampling density on several DEM interpolation methods.” Photogrammetric Engineering & Remote Sensing, Vol. 76(No. 6): pp. 1–12.
   Web of Science ®Google Scholar
• Habib, A., and Van Rens, J., 2008. “Quality assurance and quality control of LiDAR systems and derived data” Paper presented at the ASPRS 2008 Annual Conference, Portland, Oregon, April 28–May 2, 2008.
   Google Scholar
• Habib, A., Bang, K.I., Kersting, A.P., and Chow, J. 2010. “Alternative methodologies for LiDAR system calibration.” Remote Sensing, Vol. 2(No. 3): pp. 874–907. doi:10.3390/rs2030874.
   Web of Science ®Google Scholar
• Kager, H. 2004. “Discrepancies between overlapping laser scanning strips–simultaneous fitting of aerial laser scanner strips.” International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science, Vol. XXXV555–560.
   Google Scholar
• Katzenbeisser, R. 2003. “About the calibration of LiDAR sensors.” Paper presented at the ISPRS Workshop on 3-D Reconstruction form Airborne Laser-Scanner and InSAR Data. Dresden, Germany, October 8–10, 2003.
   Google Scholar
• Kraus, K., Briese, C., Attwenger, M., Pfeifer, N. 2004. “Quality measures for digital terrain models.” International Archives of Photogrammetry and Remote Sensing, Vol. XXXV(B/2): pp. 113–118.
   Google Scholar
• Kraus, K., Ressl, C., and Roncat, A. 2006. “Least squares matching for airborne laser scanner data.” In Proceedings of the Fifth International Symposium Turkish-German Joint Geodetic Days “Geodesy and Geoinformation in the Service of our Daily Life,”edited by L. Grundig and O. Altan, 7. Vienna: Tu Wien.
   Google Scholar
• Lee, H.S. 2004. A Hybrid Model for DEM Generation from LiDAR Signatures (PhD Thesis, Department of Electrical and Computer Engineering, Mississippi State University, Mississippi, USA).
   Google Scholar
• Li, Z., Zhu, Q., and Gold, C. 2005. Digital Terrain Modeling: Principles and Methodology. Boca Raton, London, New York, and Washington, DC: CRC Press.
   Google Scholar
• Lindenthal, S.M., Usshyskin, V.R., Wang, J.-G., and Pokorny, M. 2011. “Airborne LiDAR: A fully-automated self-calibration procedure.” Paper presented at the ISPRS Workshop on Laser Scanning 2011, August 29–31, 2011, Calgary, Canada.
   Google Scholar
• Liu, X., Zhang, Z., Peterson, J., and Chandra, S. 2007. “The effect of LiDAR data density on DEM accuracy.” Paper presented at the International Congress on Modelling and Simulation “MODSIM07,” Christchurch, New Zealand, December 10–13, 2007.
   Google Scholar
• Liu, X., Zhang, Z., Peterson, J., and Chandra, S. 2008. “Large area DEM generation using airborne LiDAR data and quality control.” Paper presented at the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, Shanghai, P.R. China, June 25–27, 2008.
   Google Scholar
• Liu, X. 2008. “Airborne LiDAR for DEM generation: Some critical issues.” Progress in Physical Geography, Vol. 32(No. 1): pp. 31–49.
   Web of Science ®Google Scholar
• Ma, R. 2005. “DEM generation and building detection from LiDAR data.” Photogrammetric Engineering and Remote Sensing, Vol. 71(No. 7): pp. 847–854.
   Web of Science ®Google Scholar
• Maas, H.G. 2002. “Methods for measuring height and planimetry discrepancies in airborne laserscanner data.” Photogrammetric Engineering and Remote Sensing, Vol. 68(No. 9): pp. 933–940.
   Web of Science ®Google Scholar
• Maas, H.-G. 2005. Akquisition von 3D-GIS Daten durch Flugzeuglaserscanning. Institut für Photogrammetrie und Fernerkundung, TU Dresden. Kartographische Nachrichten, Vol. 55, Edition 1, pp. 3–11.
   Google Scholar
• Merrick & Company 2013. Software Workflow Related Discussions About Optimizing Various Aspects of LiDAR Data Post-Processing. Toronto, Canada: Optech.
   Google Scholar
• Morin, K. 2002. Calibration of Airborne Laser Scanners. University of Calgary, Calgary, Canada, 134 pp.
   Google Scholar
• Mongus, D., and Zalik, B. 2012. “Parameter-free ground filtering of LiDAR data for automatic DTM generation.” ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 67(No. January 2012): pp. 1–12.
   Web of Science ®Google Scholar
• Optech. 2015. ORION H300 & M300. Summary Specification Sheet, http://www.teledyneoptech.com/ accessed June 2015.
   Google Scholar
• Pfeifer, N. 2005. “Airborne laser scanning strip adjustment and automation of tie surface measurement.” ojs.c3sl.ufpr.br/ojs/index.php/bcg/article/download/1542/1292 accessed July 9, 2015.
   Google Scholar
• Pfeifer, N., and Briese, C. 2005. “Geometrical aspects of airborne laser scanning and terrestrial laser scanning.” International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 36(No. 3/W52): pp. 311–319.
   Google Scholar
• Podobnikar, T. 2008. “Methods for visual quality assessment of a digital terrain model.” S.A.P.I.E.N.S., Vol. 1(No. 2): pp. 1–10. http://sapiens.revues.org/738.
   Google Scholar
• Pokorny, M. 2013. LMS Control Test (internal document). Vaughan, Canada: Optech.
   Google Scholar
• Pothoua, A., Toth, C., Karamitsosb, S., Georgopoulosa, A. 2008. “An Approach to optimize reference ground control requirements for estimating lidar/imu boresight misalignment.” The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXVII, Part B1, Beijing 2008, China, pp. 977–983.
   Google Scholar
• Rentsch, M., and Krzystek, P. 2009. “Automatic reconstructed roof shapes for LiDAR strip adjustment and quality control.” ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume I-3, 2012, XXII ISPRS Congress, August 25–September 1, 2012, Melbourne, Australia.
   Google Scholar
• Ressl, C.N.P., and Mandlburger, G. 2011. “Applying 3D affine transformation and least squares matching for airborne laser scanning strips adjustment without GNSS/IMU trajectory data.” In ISPRS Workshop on Laser Scanning 2011, vol. 41: p. 6. Calgary, Canada: ISPRS.
   Google Scholar
• Shan, J., and Sampath, A. 2005. “Urban DEM generation from raw LiDAR data: A labeling algorithm and its performance.” Photogrammetric Engineering & Remote Sensing Vol. 71(No. 02): pp. 217–226.
   Web of Science ®Google Scholar
• Shan, J., and Toth, C.K. 2009. Topographic Laser Ranging and Scanning: Principles and Processing. Boca Raton, FL, USA: CRC Press.
   Google Scholar
• Sithole, G., and Vosselman, G. 2004. “Experimental comparison of filter algorithms for bare-Earth extraction from airborne laser scanning point clouds.” ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 59: pp. 85–101.
   Web of Science ®Google Scholar
• Skaloud, J., and Lichti, D. 2006. “Rigorous approach to bore-sight self-calibration in airborne laser scanning.” ISPRS Journal of Photogrammetry & Remote Sensing, Vol. 61: pp. 47–59.
   Google Scholar
• Skaloud, J., and Schaer, P. 2007. “Towards automated LiDAR boresight self-calibration.” Paper presented at MMT’07, The 5th International Symposium on Mobile Mapping Technology, Padova, Italy.
   Google Scholar
• Tseng, Y.-H., Wang, C.K., Liu, Y.W., and Tseng, Y.-H. 2009. “Quality assessment and control of DEM generation from airborne LiDAR data.” In Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences. World Academic Union Press.
   Google Scholar
• USGS. 2015. USGS Digital Elevation Model Data (DEM), accessed May 2015, http://www.ctre.iastate.edu/research/bts_wb/cd-rom/spatial/dem.htm.
   Google Scholar
• Ussyshkin, R.V., and Boba, M. 2008. “Performance characterization of a mobile LIDAR system: Expected and unexpected variables.” In ASPRS 2008 Annual Conference on Scanner Data, Proceedings of the Fifth International Symposium Turkish-German Joint Geodetic Days “Geodesy and Geoinformation in the Service of our Daily Life,”edited by L. Grundig and O. Altan. Vienna: Tu Wien.
   Google Scholar
• Ussyshkin, R.V., Smith, B., and Fidera, A. 2006. “Performance evaluation of Optech's ALTM 3100: Study of geo-referencing accuracy,” pp. 1089–1093. Presented at ION NTM, Monterey, CA, USA, Jan 18–20, 2006 (on CD ROM).
   Google Scholar
• Vosselman, G., and Maas, H.-G. 2010. Airborne and Terrestrial Laser Scanning. Boca Raton, FL, USA: CRC Press/Whittles.
   Google Scholar
• Wilson, J.P., and Gallant, J.C. 2000. Terrain Analysis: Principles and Applications. New York, NY, USA: Wiley.
   Google Scholar