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Document type:
Zeitschriftenaufsatz
Author(s):
Hedman, K.; Stilla, U.; Lisini, G.; Gamba, P.
Title:
Road network extraction in VHR SAR images of urban and Suburban Areas by means of Class-aided Feature-Level Fusion
Abstract:
In this paper, we propose to combine two road extractors from very high resolution synthetic aperture radar scenes: one more successful in rural areas and one explicitly designed for urban areas. In order to get the best combination of both, a rapid mapping filter for discriminating rural and urban scenes is utilized. Finally, the results are fused on a feature level and connected by means of a network optimization. The approach is tested and evaluated on TerraSAR-X data containing complex urban...     »
Keywords:
Roads, Urban areas, Data mining, Layout, Testing, Optical scattering, Synthetic aperture radar, Image resolution, Feature extraction, Adaptive optics
Journal title:
IEEE Transactions on Geoscience and Remote Sensing
Year:
2010
Journal volume:
48
Journal issue:
3
Pages contribution:
1294-1296
Fulltext / DOI:
doi:10.1109/TGRS.2009.2025123
WWW:
http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5208317
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