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
相关论文
共 32 条
  • [1] [Anonymous], 2006, PATTERN CLASSIFICATI
  • [2] BERTZ G, P 10 EUR C EARTHQ EN
  • [3] BRYAN ML, 1982, PHOTOGRAMM ENG REM S, V48, P393
  • [4] BURKHART GR, P IGARSS 96, V1, P659
  • [5] CAETANO M, P IGARSS 97, V1, P240
  • [6] COLTELLI M, P IGARSS 97, V4, P1554
  • [7] DONG Y, 1996, INT ARCH PHOTO REMOT, V31, P196
  • [8] DOUSSET B, P IGARSS 95, V4, P2092
  • [9] Multiscale segmentation and anomaly enhancement of SAR imagery
    Fosgate, CH
    Krim, H
    Irving, WW
    Karl, WC
    Willsky, AS
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (01) : 7 - 20
  • [10] SAR interferometry - Issues, techniques, applications
    Gens, R
    VanGenderen, JL
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1996, 17 (10) : 1803 - 1835