TOWARDS FULLY AUTOMATIC GENERATION OF CITY MODELS

Once thought of being useful primarily for planning the location of telecommunication antennas, it has become clear in the meantime that three-dimensional city models are of importance in their own right. This paper presents some of our latest results on the reconstruction of building models from laser scanning DSM’s and digital ground plans. First, we show how buildings can be reconstructed from ground plans and generalize the standard straight skeleton algorithm. In a second step, we introduce the information which can be obtained from DSM segmentation in order to recover building structures which cannot be inferred directly from the ground plan. The work presented in this paper is actually part of our larger ATOP approach, a new framework for the fully automatic generation of city models.

[1]  Armin B. Cremers,et al.  Extracting Buildings from Aerial Images Using Hierarchical Aggregation in 2D and 3D , 1998, Comput. Vis. Image Underst..

[2]  David Eppstein,et al.  Raising roofs, crashing cycles, and playing pool: applications of a data structure for finding pairwise interactions , 1998, SCG '98.

[3]  NORBERT HAALA Combining Multiple Data Sources for Urban Data Acquisition , 1999 .

[4]  Hans-Gerd Maas,et al.  Fast determination of parametric house models from dense airborne laserscanner data , 1999 .

[5]  Claus Brenner,et al.  Interpretation of Urban Surface Models Using 2D Building Information , 1998, Comput. Vis. Image Underst..

[6]  Dieter Fritsch,et al.  Combining Multiple Data Sources for Urban Data Acquisition , 1999 .

[7]  E. Baltsavias,et al.  Automatic Extraction of Man-Made Objects from Aerial and Space Images (II) , 1995 .

[8]  E. Baltsavias,et al.  3-D Building Reconstruction with ARUBA: A Qualitative and Quantitative Evaluation , 1997 .

[9]  Emanuele Trucco,et al.  Computer and Robot Vision , 1995 .

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

[11]  Linda G. Shapiro,et al.  Computer and Robot Vision , 1991 .

[12]  Armin Gruen,et al.  CC-MODELER : A TOPOLOGY GENERATOR FOR 3-D CITY MODELS , 1998 .

[13]  Cordelia Schmid,et al.  AUTOMATIC LINE MATCHING AND 3D RECONSTRUCTION OF BUILDINGS FROM MULTIPLE VIEWS , 1999 .

[14]  Dieter Fritsch,et al.  3D-City Models: Automatic and Semiautomatic Acquisition Methods , 1999 .

[15]  Frank Ade,et al.  Project Amobe: Strategies, Current Status And Future Work , 1996 .

[16]  Armin Gruen,et al.  TOBAGO — a topology builder for the automated generation of building models , 1997 .

[17]  Dieter Fritsch,et al.  Interactive modelling tools for 3D building reconstruction , 1999 .

[18]  David L. Waltz,et al.  Understanding Line drawings of Scenes with Shadows , 1975 .

[19]  Ansgar Brunn,et al.  Extracting Buildings from Digital Surface models , 1997 .

[20]  Franz Aurenhammer,et al.  A Novel Type of Skeleton for Polygons , 1995, J. Univers. Comput. Sci..

[21]  Thomas Läbe,et al.  Integration Of Automatic Processes Into Semi-Automatic Building Extraction , 1999 .