Robust and fast reconstruction of complex roofs with active sampling from 3D point clouds

[1]  Robert C. Bolles,et al.  Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography , 1981, CACM.

[2]  S. J. Oude Elberink,et al.  Target graph matching for building reconstruction , 2009 .

[3]  Wolfgang Förstner,et al.  Direct Solutions for Computing Cylinders from Minimal Sets of 3D Points , 2006, ECCV.

[4]  Franz Rottensteiner CONSISTENT ESTIMATION OF BUILDING PARAMETERS CONSIDERING GEOMETRIC REGULARITIES BY SOFT CONSTRAINTS , 2006 .

[5]  George Vosselman,et al.  Reconstruction of 3D building models from aerial images and maps , 2003 .

[6]  Monika Sester,et al.  3D building roof reconstruction from point clouds via generative models , 2011, GIS.

[7]  Florent Lafarge,et al.  Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation , 2012, International Journal of Computer Vision.

[8]  Darius Burschka,et al.  An Efficient RANSAC for 3D Object Recognition in Noisy and Occluded Scenes , 2010, ACCV.

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

[10]  Charalambos Poullis,et al.  A Framework for Automatic Modeling from Point Cloud Data , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[11]  Florent Lafarge,et al.  A Hybrid Multiview Stereo Algorithm for Modeling Urban Scenes , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[12]  Uwe Soergel,et al.  CONDITIONAL RANDOM FIELDS for LIDAR POINT CLOUD CLASSIFICATION in COMPLEX URBAN AREAS , 2012 .

[13]  Hans-Peter Kriegel,et al.  LoOP: local outlier probabilities , 2009, CIKM.

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

[15]  William Nguatem,et al.  Roof Reconstruction from Point Clouds using Importance Sampling , 2013 .

[16]  Hai Huang,et al.  A hybrid approach to extraction and refinement of building footprints from airborne lidar data , 2012 .

[17]  David G. Kirkpatrick,et al.  On the shape of a set of points in the plane , 1983, IEEE Trans. Inf. Theory.

[18]  Josiane Zerubia,et al.  Structural Approach for Building Reconstruction from a Single DSM , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[19]  Norbert Haala,et al.  An update on automatic 3D building reconstruction , 2010 .

[20]  Jan Dirk Wegner,et al.  Theme section “Urban object detection and 3D building reconstruction” , 2014 .

[21]  F. Tarsha-Kurdi,et al.  EXTENDED RANSAC ALGORITHM FOR AUTOMATIC DETECTION OF BUILDING ROOF PLANES FROM LIDAR DATA , 2008 .

[22]  Yong Il Kim,et al.  Extraction and Regularization of Various Building Boundaries with Complex Shapes Utilizing Distribution Characteristics of Airborne LIDAR Points , 2011 .

[23]  Andrew Zisserman,et al.  MLESAC: A New Robust Estimator with Application to Estimating Image Geometry , 2000, Comput. Vis. Image Underst..

[24]  Suya You,et al.  Photorealistic Large-Scale Urban City Model Reconstruction , 2009, IEEE Transactions on Visualization and Computer Graphics.

[25]  Norbert Pfeifer,et al.  A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser Scanning , 2009, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

[27]  Qian-Yi Zhou,et al.  Fast and extensible building modeling from airborne LiDAR data , 2008, GIS '08.

[28]  Lutz Plümer,et al.  Identification and Modelling of Translational and Axial Symmetries and their Hierarchical Structures in Building Footprints by Formal Grammars , 2016, Trans. GIS.

[29]  Xi Zhang,et al.  Learning from synthetic models for roof style classification in point clouds , 2014, SIGSPATIAL/GIS.

[30]  Farhad Samadzadegan,et al.  A Multi‐Resolution Hybrid Approach for Building Model Reconstruction from Lidar Data , 2012 .

[31]  C. Mallet,et al.  AIRBORNE LIDAR FEATURE SELECTION FOR URBAN CLASSIFICATION USING RANDOM FORESTS , 2009 .

[32]  Fabian Hadiji,et al.  Statistical Relational Learning of Grammar Rules for 3D Building Reconstruction , 2017, Trans. GIS.

[33]  Lutz Plümer,et al.  Model driven reconstruction of roofs from sparse LIDAR point clouds , 2013 .

[34]  Gary James Jason,et al.  The Logic of Scientific Discovery , 1988 .

[35]  C. Brenner,et al.  A generative statistical approach to automatic 3D building roof reconstruction from laser scanning data , 2013 .

[36]  Martin Kada,et al.  3D BUILDING RECONSTRUCTION FROM LIDAR BASED ON A CELL DECOMPOSITION APPROACH , 2009 .