Title :
Reconstruction of building façades using spaceborne multiview TomoSAR point clouds
Author :
Shahzad, Muhammad ; Xiao Xiang Zhu
Author_Institution :
Dept. of Remote Sensing Technol. (LMF), Tech. Univ. Munich, Munich, Germany
Abstract :
In this paper we present an approach that allows automatic reconstruction of building façades from 4D point cloud generated from tomographic SAR processing. The approach is modular and works by extracting façade points from the point density projected onto the ground plane. Individual façades are segmented using an unsupervised clustering procedure. Surface (flat or curved) model parameters of the segmented building façades are further estimated and finally the geometric primitives such as intersection points of the adjacent façades are determined to complete the reconstruction process. The proposed approach is illustrated and validated by examples using TomoSAR point clouds generated from TerraSAR-X high resolution spotlight images.
Keywords :
buildings (structures); feature extraction; geophysical image processing; image reconstruction; image segmentation; pattern clustering; radar imaging; radar resolution; spaceborne radar; synthetic aperture radar; 4D point cloud; TerraSAR-X high resolution spotlight image; automatic building facade reconstruction; curved surface; facade point extraction; facade segmentation; flat surface; geometric primitives; intersection points; point density; spaceborne multiview TomoSAR point clouds; surface model parameter; tomographic SAR processing; unsupervised clustering procedure; Buildings; Image reconstruction; Polynomials; Solid modeling; Surface reconstruction; Synthetic aperture radar; Three-dimensional displays; SAR tomography; TerraSAR-X; clustering; façade reconstruction; point cloud;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6721234