Detection and extraction of buildings from interferometric SAR data

被引:99
作者
Gamba, P [1 ]
Houshmand, B
Saccani, M
机构
[1] Univ Pavia, Dipartimento Elettr, I-27100 Pavia, Italy
[2] CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2000年 / 38卷 / 01期
基金
美国国家航空航天局;
关键词
SAR urban analysis; 3-D building extraction;
D O I
10.1109/36.823956
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
In this paper, we present a complete procedure for the extraction and characterization of building structures starting from the three-dimensional (3-D) terrain elevation data provided by interferometric SAR measurements. Each building is detected and isolated from the surroundings by means of a suitably modified machine vision approach, originally developed for range image segmentation. The procedure is based an a local approximation of the 3-D data by means of best-fitting planes. In this way, a building footprint, height and position, as well as its description with a simple 3-D model, are recovered by a self-consistent partitioning of the topographic surface reconstructed from interferometric radar data.
引用
收藏
页码:611 / 618
页数:8
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