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Titel:

Discrimination of urban settlement types based on space-borne sar datasets and a conditional random fields model

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Novack, T; Stilla, U
Abstract:
In this work we focused on the classification of Urban Settlement Types (USTs) based on two datasets from the TerraSAR-X satellite acquired at ascending and descending look directions. These data sets comprise the intensity, amplitude and coherence images from the ascending and descending datasets. In accordance to most official UST maps, the urban blocks of our study site were considered as the elements to be classified. The considered USTs classes in this paper are: Vegetated Areas, Single-Fam...     »
Stichworte:
Urban structures types, Synthetic Aperture Radar, Conditional Random Fields
Zeitschriftentitel:
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Jahr:
2015
Band / Volume:
2
Heft / Issue:
3
Seitenangaben Beitrag:
143
Volltext / DOI:
doi:10.5194/isprsannals-II-3-W4-143-2015
WWW:
https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/II-3-W4/143/2015/isprsannals-II-3-W4-143-2015.pdf
Verlag / Institution:
Copernicus GmbH
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