Building Extraction from LiDAR Point Clouds Based on Clustering Techniques

[1]  F. Tarsha-Kurdi,et al.  Hough-Transform and Extended RANSAC Algorithms for Automatic Detection of 3D Building Roof Planes from Lidar Data , 2007 .

[2]  J. Shan,et al.  Building boundary tracing and regularization from airborne lidar point clouds , 2007 .

[3]  I. Dowman,et al.  Data fusion of high-resolution satellite imagery and LiDAR data for automatic building extraction * , 2007 .

[4]  T. Schenk,et al.  Fusing Imagery and 3D Point Clouds for Reconstructing Visible Surfaces of Urban Scenes , 2007, 2007 Urban Remote Sensing Joint Event.

[5]  George Vosselman,et al.  An integrated approach for modelling and global registration of point clouds , 2007 .

[6]  John Trinder,et al.  Using the Dempster-Shafer method for the fusion of LIDAR data and multi-spectral images for building detection , 2005, Inf. Fusion.

[7]  G. Vosselman,et al.  The utilisation of airborne laser scanning for mapping , 2005 .

[8]  D. Whitman,et al.  Comparison of Three Algorithms for Filtering Airborne Lidar Data , 2005 .

[9]  C. Brenner.  Building reconstruction from images and laser scanning , 2005 .

[10]  J. Shan,et al.  Urban DEM generation from raw lidar data: A labeling algorithm and its performance , 2005 .

[11]  George Vosselman,et al.  Experimental comparison of filter algorithms for bare-Earth extraction from airborne laser scanning point clouds , 2004 .

[12]  Tibor Steiner,et al.  Reconstruction of piecewise planar objects from point clouds , 2004, Comput. Aided Des..

[13]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[14]  George Vosselman,et al.  Two algorithms for extracting building models from raw laser altimetry data , 1999 .

[15]  M. Molenaar,et al.  Objects with fuzzy spatial extent , 1999 .

[16]  K. Kraus,et al.  Determination of terrain models in wooded areas with airborne laser scanner data , 1998 .

[17]  R. Yager,et al.  Approximate Clustering Via the Mountain Method , 1994, IEEE Trans. Syst. Man Cybern. Syst..

[18]  Stephen L. Chiu,et al.  Fuzzy Model Identification Based on Cluster Estimation , 1994, J. Intell. Fuzzy Syst..

[19]  Jie Shan,et al.  CLUSTERING BASED PLANAR ROOF EXTRACTION FROM LIDAR DATA , 2006 .

[20]  Pavel Berkhin,et al.  A Survey of Clustering Data Mining Techniques , 2006, Grouping Multidimensional Data.

[21]  Hans-Gerd Maas,et al.  3D BUILDING MODEL GENERATION FROM AIRBORNE LASER SCANNER DATA USING 2D GIS DATA AND ORTHOGONAL POINT CLOUD PROJECTIONS , 2005 .

[22]  Erik Kjems,et al.  Automatic 3D building reconstruction from airbornelaser scanning and cadastral data using hough transform , 2004 .

[23]  C. Briese,et al.  AUTOMATIC GENERATION OF BUILDING MODELS FROM LIDAR DATA AND THE INTEGRATION OF AERIAL IMAGES , 2003 .

[24]  Primo Zingaretti,et al.  Building Reconstruction and Visualization from LIDAR Data , 2003 .

[25]  George Vosselman,et al.  3D BUILDING MODEL RECONSTRUCTION FROM POINT CLOUDS AND GROUND PLANS , 2001 .

[26]  G. Vosselman.  SLOPE BASED FILTERING OF LASER ALTIMETRY DATA , 2000 .

[27]  R. Tibshirani,et al.  Estimating the number of clusters in a data set via the gap statistic , 2000 .

[28]  Thomas Voegtle,et al.  3D modelling of buildings using laser scanning and spectral information , 2000 .