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Sea ice segmentation using Tandem-X pursuit mono static and alternative bistatic modes

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https://hdl.handle.net/10037/14542
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Accepted manuscript version (PDF)
Date
2017-12-04
Type
Journal article
Tidsskriftartikkel
Peer reviewed

Author
Yitayew, Temesgen Gebrie; Doulgeris, Anthony Paul; Eltoft, Torbjørn; Dierking, Wolfgang Fritz Otto; Brekke, Camilla; Rösel, Anja
Abstract
In this paper we investigate interferometric pairs of SAR images acquired by Tandem-X with the monostatic pursuit and the alternative bistatic modes for sea ice segmentation. The individual SAR images are modelled as non-Gaussian, and from the modelled data different features are extracted, stacked together and clustered. The interferometric coherence is regarded as an additional feature and utilized for clustering. In addition to complementing the information extracted from the individual images, the interferometric coherence is found to be capable of discriminating between open water and sea ice, as well as between different ice types.
Description
Accepted manuscript version. Source at https://doi.org/10.1109/IGARSS.2017.8126964
Publisher
IEEE
Citation
Yitayew, T.G., Doulgeris, A.P., Eltoft, T., Dierking, W.F.O., Brekke, C. & Rösel, A. (2017). Sea ice segmentation using Tandem-X pursuit mono static and alternative bistatic modes. IEEE International Geoscience and Remote Sensing Symposium proceedings, 334-337. https://doi.org/10.1109/IGARSS.2017.8126964
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