Contents 
Preface vii 
Workshops committees viii 
Parameter estimation for a marked point process within a framework of multidimensional shape extraction 
from remote sensing images. 
Saima Ben Hadj, Florent Châtelain, Xavier Descombes, Josiane Zerubia 1 
Integrating multiple classifiers with fuzzy majority voting for improved land cover classification. 
Mahmoud Gomah, John Trinder, Ahmed Shaker, Mahmoud Homed, Ali Elsagheer 7 
Robust matching of aerial images with low overlap. 
Maxim Mizotin, Gleb Krivovyaz, Alexander Velizhev, Alexey Chemyavskiy, Andrew Sechin 13 
Environment Modeling from Images Taken by a Low Cost Camera. 
Maxime Lhuillier 19 
A New Straight Line Reconstruction Methodology From Multi-Spectral Stereo Aerial Images. 
Ali Ôzgün Ok, Jan Dirk Wegner, Christian Heipke, Franz Rottensteiner, Uwe Soergel, Vedat Toprak 25 
Effect of Sampling in Creating a Digital Image on Measurement Accuracy of Center Location of a Circle, 
Ryuji Matsuoka, Mitsuo Sone, Noboru Sudo, Hideyo Yokotsuka, Naoki Shirai 31 
Traffic classification and speed estimation in time series of airborne optical remote sensing images, 
Gintautas Palubinskas, Peter Reinartz 37 
Frequency filtering and connected components characterization for zebra-crossing and hatched markings de 
tection, 
Thomas Gavrilovic, Jérôme Ninot, Laurent Smadja 43 
Building Detection from Multispectral Imagery and LIDAR Data Employing A Threshold-Free Evaluation 
System. 
Mohammad Awrangjeb, Mehdi Ravanbakhsh, Clive S. Fraser 49 
Improvement of a procedure for vehicle detection and tracking by base frame updating and Kalman filter, 
Giuseppe Artese 55 
Multi-modal background subtraction using Gaussian Mixture Models, 
Benjamin Langmann, SeyedE. Ghobadi, Klaus Hartmann, Otmar Lojfeld 61 
Understanding Changes and Deformations on Multi-Temporal Rock Face Point Clouds, 
Marco Scaioni, Mario Alba 67 
Panorama-based camera calibration, 
Bertrand Cannelle, Nicolas Paparoditis, Olivier Tournaire 73