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Articles

Bare-earth extraction and DTM generation from photogrammetric point clouds including the use of an existing lower-resolution DTM

Pages 3104-3124 | Received 23 Nov 2015, Accepted 13 May 2016, Published online: 28 Jun 2016

References

  • Alfeld, P. 1984. “A Trivariate Clough – Tocher Scheme for Tetrahedral Data.” Computer Aided Geometric Design 1 (2): 169–181. doi:10.1016/0167-8396(84)90029-3.
  • Arefi, H., and M. Hahn. 2005. “A Morphological Reconstruction Algorithm for Separating Off-Terrain Points from Terrain Points in Laser Scanning Data.” International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 36 (3/W19): 120–125.
  • Babak, O., and C. V. Deutsch. 2009. “Statistical Approach to Inverse Distance Interpolation.” Stochastic Environmental Research and Risk Assessment 23 (5): 543–553. doi:10.1007/s00477-008-0226-6.
  • Baltsavias, E. P. 1999. “A Comparison between Photogrammetry and Laser Scanning.” ISPRS Journal of Photogrammetry and Remote Sensing 54 (2–3): 83–94. doi:10.1016/S0924-2716(99)00014-3.
  • Bandara, K. R. M. U., L. Samarakoon, R. P. Shrestha, Y. Kamiya. 2011. “Automated Generation of Digital Terrain Model Using Point Clouds of Digital Surface Model in Forest Area.” Remote Sensing 3 (5): 845–858.
  • Franke, R. 1982a. “Scattered Data Interpolation: Tests of Some Methods.” Mathematics of Computation 38 (157): 181–200.
  • Franke, R. 1982b. “Smooth Interpolation of Scattered Data by Local Thin Plate Splines.” Computers & Mathematics with Applications 8 (4): 273–281. doi:10.1016/0898-1221(82)90009-8.
  • Gallant, J. C., and J. P. Wilson. 2000. “Primary Topographic Attributes.” In Terrain Analysis: Principles and Applications, edited by J. P. Wilson and J. C. Gallant, 51–85. New York: John Wiley and Sons, Inc.
  • Gehrke, S., K. Morin, M. Downey, N. Boehrer, and T. Fuchs. 2010. “Semi-Global Matching: An Alternative to LIDAR for DSM Generation.” In International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXVIII - Part 1, 6 p. Calgary: ISPRS Commision.
  • Haala, N. 2009. “Comeback of Digital Image Matching.” In Photogrammetric Week, edited by D. Fritsch, 289–301. Stuttgart, Germany: Wichmann Verlag.
  • Hutchinson, M. F. 1989. “A New Procedure for Gridding Elevation and Stream Line Data with Automatic Removal of Spurious Pits.” Journal of Hydrology 106 (3–4): 211–232. doi:10.1016/0022-1694(89)90073-5.
  • Hutchinson, M. F., X. Tingbao, and J. A. Stein. 2011. “Recent Progress in the ANUDEM Elevation Gridding Procedure.” Proceedings of the Geomorphometry, Redlands, CA, September 7–9, 19–22.
  • Jennings, S. B., N. D. Brown, and D. Sheil. 1999. “Assessing Forest Canopies and Understorey Illumination: Canopy Closure, Canopy Cover and Other Measures.” Forestry 72 (1): 59–74. doi:10.1093/forestry/72.1.59.
  • Kampüs, K. 2008. “Estimation of Unknown Height with Artificial Neural Network on Digital Terrain Model.” In International Archives of Photogrametry, Remote Sensing and Spatial Information Sciences, Volume XXXVII - Part B3b, edited by C. Jun, J. Jie, and W. Forstner, 116–118. Beijing: IAPRS.
  • Kraus, K. 2007. Photogrammetry: Geometry from Images and Laser Scans. Translated by Ian Harley and Stephen Kyle. 2nd ed. Berlin, Germany: Walter de Gruyter GmbH & Co. KG.
  • Krtverket. 2015. “Terrengmodeller – Land.” Norwegian State Mapping Agency. Accessed October 5 2015. http://kartverket.no/Kart/Kartdata/Terrengmodeller/Terrengmodell-10-meters-grid/
  • Leberl, F., A. Irschara, T. Pock, P. Meixner, M. Gruber, S. Scholz, and A. Wiechert. 2010. “Point Clouds: Lidar versus 3D Vision.” Published in Photogrammetric Engineering and Remote Sensing 76 (10): 1123. doi:10.14358/PERS.76.10.1123.
  • Li, J., and A. D. Heap. 2011. “A Review of Comparative Studies of Spatial Interpolation Methods in Environmental Sciences: Performance and Impact Factors.” Ecological Informatics 6 (3–4): 228–241. doi:10.1016/j.ecoinf.2010.12.003.
  • Li, X., G. Cheng, and L. Ling. 2000. “Comparison of Spatial Interpolation Methods.” Advance in Earth Sciences 3: 3.
  • Matheron, G. 1967. “Kriging or Polynomial Interpolation Procedures.” Transactions Canada Institute Min Metall 70: 240–244.
  • Meng, X., N. Currit, and K. Zhao. 2010. “Ground Filtering Algorithms for Airborne Lidar Data: A Review of Critical Issues.” Remote Sensing 2 (3): 833–860. doi:10.3390/rs2030833.
  • Meng, X., L. Wang, J. L. Silván-Cárdenas, and N. Currit. 2009. “A Multi-Directional Ground Filtering Algorithm for Airborne LIDAR.” ISPRS Journal of Photogrammetry and Remote Sensing 64 (1): 117–124. doi:10.1016/j.isprsjprs.2008.09.001.
  • Oliver, M. A., and R. Webster. 1990. “Kriging: A Method of Interpolation for Geographical Information Systems.” International Journal of Geographical Information Systems 4 (3): 313–332. doi:10.1080/02693799008941549.
  • Qi-uan, Z., Z. H. A. N. G. Wan-chang, and Y. U. Jun-hui. 2004. “The Spatial Interpolations in GIS.” Journal of Jiangxi Normal University (Natural Sciences Edition) 2: 183–188.
  • Ramos, G. A. 2001. “Scattered Data Interpolation Using an Alternate Differential Equation Interpolant.“ Doctoral dissertation, University of Toronto.
  • Renka, R. L., and A. K. Cline. 1984. “A Triangle-Based C1 Interpolation Method.” Rocky Mountain Journal Mathematical 14 (1): 223–238. doi:10.1216/RMJ-1984-14-1-223.
  • Riley, S. J. 1999. “Index That Quantifies Topographic Heterogeneity.” Intermountain Journal of Sciences 5 (1–4): 23–27.
  • Rousseeuw, P. J., and C. Croux. 1993. “Alternatives to the Median Absolute Deviation.” Journal of the American Statistical Association 88 (424): 1273–1283. doi:10.1080/01621459.1993.10476408.
  • Shan, J., and S. Aparajithan. 2005. “Urban DEM Generation from Raw Lidar Data.” Photogrammetric Engineering & Remote Sensing 71 (2): 217–226. doi:10.14358/PERS.71.2.217.
  • Shepard, D. 1968. “A Two-Dimensional Interpolation Function for Irregularly-Spaced Data.” In Proceedings of the 1968 23rd ACM National Conference, 517–524. New York: ACM.
  • Sibson, R. 1981. “A Brief Description of Natural Neighbour Interpolation.” Interpreting Multivariate Data 21: 21–36.
  • Sithole, G., and G. Vosselman. 2004. “Experimental Comparison of Filter Algorithms for Bare-Earth Extraction from Airborne Laser Scanning Point Clouds.” ISPRS Journal of Photogrammetry and Remote Sensing 59 (1–2): 85–101. doi:10.1016/j.isprsjprs.2004.05.004.
  • Tan, Q., and X. Xiao. 2014. “Comparative Analysis of Spatial Interpolation Methods: An Experimental Study.” Sensors & Transducers 165 (2): 155.
  • Tobler, W. R. 1970. “A Computer Movie Simulating Urban Growth in the Detroit Region.” Economic Geography 46: 234–240. doi:10.2307/143141.
  • Vosselman, G. 2000. “Slope Based Filtering of Laser Altimetry Data.” International Archives of Photogrammetry and Remote Sensing 33 (B3/2; PART 3): 935–942.
  • Wang, C., M. Menenti, M.-P. Stoll, A. Feola, E. Belluco, and M. Marani. 2009. “Separation of Ground and Low Vegetation Signatures in Lidar Measurements of Salt-Marsh Environments.” IEEE Transactions on Geoscience and Remote Sensing 47 (7): 2014–2023. doi:10.1109/TGRS.2008.2010490.
  • Wang, R. 2013. “3D Building Modeling Using Images and Lidar: A Review.” International Journal of Image and Data Fusion 4 (4): 273–292. doi:10.1080/19479832.2013.811124.
  • White, J. C., M. A. Wulder, M. Vastaranta, N. C. Coops, D. Pitt, and M. Woods. 2013. “The Utility of Image-Based Point Clouds for Forest Inventory: A Comparison with Airborne Laser Scanning.” Forests 4 (3): 518–536. doi:10.3390/f4030518.
  • Wilson, D. C., and B. A. Mair. 2004. “Thin-Plate Spline Interpolation.” In Sampling, Wavelets, and Tomography, edited by J. J. Benedetto, 311–340. New York: Science and Business Media.
  • Yang, C.-S., S.-P. Kao, F.-B. Lee, and P.-S. Hung. 2004. “Twelve Different Interpolation Methods: A Case Study of Surfer 8.0.” Paper presented at the XXth ISPRS Congress, Istanbul, Turkey.
  • Zhang, K., S.-C. Chen, D. Whitman, M.-L. Shyu, J. Yan, and C. Zhang. 2003. “A Progressive Morphological Filter for Removing Nonground Measurements from Airborne LIDAR Data.” IEEE Transactions on Geoscience and Remote Sensing 41 (4): 872–882. doi:10.1109/TGRS.2003.810682.
  • Zhang, L., and A. Gruen. 2006. “Multi-Image Matching for DSM Generation from IKONOS Imagery.” ISPRS Journal of Photogrammetry and Remote Sensing 60 (3): 195–211. doi:10.1016/j.isprsjprs.2006.01.001.

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