Title :
Building façades reconstruction using multi-view tomosar point clouds
Author :
Shahzad, Muhammad ; Xiao Xiang Zhu
Author_Institution :
Lehrstuhl fur Methodik der Fernerkundung Tech., Univ. Munchen, Munich, Germany
Abstract :
Rich scatterer information retrieved by very high resolution SAR tomography using multiple data stacks from different viewing angles enables us to generate 4D point clouds of the illuminated area from space. They can be potentially used for facade reconstruction and deformation monitoring in urban environment. In this paper, we propose an approach for façade detection and reconstruction from such point clouds. Firstly, the building façade points are extracted from the point density projected onto the ground plane. The extracted façade points are segmented into corresponding individual façades by means of orientation analysis. Surface (flat or curved) model parameters of the segmented building façades are further estimated. Finally, the elevation estimate of each raw TomoSAR point is refined by using its more accurate azimuth and range coordinates, and the corresponding reconstructed surface model of the façade. The proposed approach is illustrated and validated by examples using fused TomoSAR point clouds generated from two stacks of TerraSAR-X high spotlight images from both ascending and descending orbits.
Keywords :
buildings (structures); deformation; digital elevation models; electromagnetic wave scattering; feature extraction; geophysical image processing; image reconstruction; image segmentation; object detection; radar imaging; remote sensing by radar; synthetic aperture radar; 4D point cloud generation; SAR tomography resolution; TerraSAR-X; azimuth coordinate; building facade point extraction; building facade point segmentation; building facade reconstruction; deformation monitoring; elevation estimation; facade detection; ground plane; multidata stack; multiview TomoSAR point cloud; orientation analysis; point density projection; range coordinate; reconstructed surface model; scatterer information retrieval; spotlight image; surface model parameter; urban environment; Buildings; Image reconstruction; Solid modeling; Surface reconstruction; Synthetic aperture radar; Three-dimensional displays; Urban areas;
Conference_Titel :
Urban Remote Sensing Event (JURSE), 2013 Joint
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4799-0213-2
Electronic_ISBN :
978-1-4799-0212-5
DOI :
10.1109/JURSE.2013.6550691