Integration of airborne laser scanner and multi-image techniques for map production

In this paper, a new integrated approach between airborne laser scanner and photogrammetric aerial images is proposed. This procedure is focused on the possibility of overcoming the problems of each technique separately through their integration during the data processing. The LIDAR and multi-image matching techniques combine data in order to extract building boundaries in the space and define other map details visible from the images in an automatic way. This process could allow the extracted edges to be exploited as building boundaries in the segmentation when an ambiguity occurs in this process. The detailed description of this approach and its first promising results on an urban area will be presented and discussed.

[1]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Amnon Krupnik,et al.  Integration of laser-derived DSMs and matched image edges for generating an accurate surface model , 2002 .

[3]  J. Trinder,et al.  AERIAL IMAGES AND LIDAR DATA FUSION FOR AUTOMATIC FEATURE EXTRACTION USING THE SELF-ORGANIZING MAP (SOM) CLASSIFIER , 2009 .

[4]  Jong-Sen Lee,et al.  Digital image smoothing and the sigma filter , 1983, Comput. Vis. Graph. Image Process..

[5]  C. Fraser,et al.  ROAD ROUNDABOUT EXTRACTION FROM VERY HIGH RESOLUTION AERIAL IMAGERY , 2009 .

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

[7]  Armin Gruen,et al.  CyberCity Modeler, a tool for interactive 3-D city model generation , 1999 .

[8]  Demir DETECTION OF BUILDINGS AT AIRPORT SITES USING IMAGES & LIDAR DATA AND A COMBINATION OF VARIOUS METHODS , 2009 .

[9]  Fulvio Rinaudo,et al.  New integration approach of photogrammetric and LIDAR techninques for architectural surveys , 2009 .

[10]  William J. Christmas,et al.  Structural Matching in Computer Vision Using Probabilistic Relaxation , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

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

[12]  Wolfgang Frstner,et al.  On the Theoretical Accuracy of Multi Image Matching, Restoration and Triangulation , 1998 .

[13]  A. W. Gruent DATA PROCESSING METHODS FOR AMATEUR PHOTOGRAPHS , 2006 .

[14]  Yahya Alshawabkeh,et al.  Integration of Digital Photogrammetry and Laser Scanning for Heritage Documentation , 2004 .

[15]  Emmanuel P. Baltsavias,et al.  Multiphoto geometrically constrained matching , 1991 .

[16]  Juha Hyyppä,et al.  EuroSDR building extraction comparison , 2005 .

[17]  Sabry F. El-Hakim,et al.  Integrating techniques for detail and photo-realism: 3D modelling of castles. , 2008 .

[18]  Josef Kittler,et al.  Edge-Labeling Using Dictionary-Based Relaxation , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[19]  Li Zhang Automatic Digital Surface Model (DSM) generation from linear array images , 2005 .