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17th International Conference on Pattern Recognition (ICPR'04) - Volume 2
Building Detection by Dempster-Shafer Fusion of LIDAR Data and Multispectral Aerial Imagery
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
Franz Rottensteiner, The University of New South Wales, Australia
John Trinder, The University of New South Wales, Australia
Simon Clode, University of Queensland, Australia
Kurt Kubik, University of Queensland, Australia
Brian Lovell, University of Queensland, Australia
A method for the classification of land cover in urban areas by the fusion of first and last pulse LIDAR data and multi-spectral images is presented. Apart from buildings, the classes "tree", "grass land", and "bare soil" are also distinguished by a classification method based on the theory of Dempster - Shafer for data fusion. Examples are given for a test site in Germany.
Citation:
Franz Rottensteiner, John Trinder, Simon Clode, Kurt Kubik, Brian Lovell, "Building Detection by Dempster-Shafer Fusion of LIDAR Data and Multispectral Aerial Imagery," icpr, vol. 2, pp.339-342, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004
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