Title :
Geo-referenced 3D reconstruction: Fusing public geographic data and aerial imagery
Author :
Maurer, Michael ; Rumpler, Markus ; Wendel, Andreas ; Hoppe, Christof ; Irschara, Arnold ; Bischof, Horst
Author_Institution :
Inst. for Comput. Graphics & Vision, Graz Univ. of Technol., Graz, Austria
Abstract :
We present an image-based 3D reconstruction pipeline for acquiring geo-referenced semi-dense 3D models. Multiple overlapping images captured from a micro aerial vehicle platform provide a highly redundant source for multi-view reconstructions. Publicly available geo-spatial information sources are used to obtain an approximation to a digital surface model (DSM). Models obtained by the semi-dense reconstruction are automatically aligned to the DSM to allow the integration of highly detailed models into the original DSM and to provide geographic context.
Keywords :
approximation theory; geographic information systems; geophysical image processing; image reconstruction; sensor fusion; solid modelling; aerial imagery; digital surface model; geo-referenced 3D reconstruction; geo-referenced semidense 3D models; geo-spatial information sources; geographic context; image-based 3D reconstruction pipeline; microaerial vehicle platform; multiple overlapping images; multiview reconstructions; public geographic data fusion; redundant source; Computational modeling; Conferences; Context modeling; Image reconstruction; Solid modeling; Surface reconstruction; Three dimensional displays;
Conference_Titel :
Robotics and Automation (ICRA), 2012 IEEE International Conference on
Conference_Location :
Saint Paul, MN
Print_ISBN :
978-1-4673-1403-9
Electronic_ISBN :
1050-4729
DOI :
10.1109/ICRA.2012.6225247