Land cover segmentation of alos polarimetric sar data

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dc.contributor.author Dabboor, M en
dc.contributor.author Karathanassi, V en
dc.contributor.author Braun, A en
dc.date.accessioned 2014-03-01T02:45:32Z
dc.date.available 2014-03-01T02:45:32Z
dc.date.issued 2008 en
dc.identifier.uri http://hdl.handle.net/123456789/32297
dc.subject ALOS en
dc.subject Backscattering behavior en
dc.subject Freeman-Durden decomposition en
dc.subject Polarimetric SAR en
dc.subject Segmentation en
dc.subject.other ALOS en
dc.subject.other Freeman-Durden decomposition en
dc.subject.other Image pixels en
dc.subject.other Land cover en
dc.subject.other Polarimetric SAR en
dc.subject.other Polarimetric SAR data en
dc.subject.other Region growing en
dc.subject.other Scattering mechanisms en
dc.subject.other Scattering process en
dc.subject.other Segment-based classification en
dc.subject.other Segmentation en
dc.subject.other Study areas en
dc.subject.other United kingdom en
dc.subject.other Backscattering en
dc.subject.other Image processing en
dc.subject.other Polarographic analysis en
dc.subject.other Remote sensing en
dc.subject.other Synthetic apertures en
dc.subject.other Polarimeters en
dc.title Land cover segmentation of alos polarimetric sar data en
heal.type conferenceItem en
heal.identifier.primary 10.1109/IGARSS.2008.4779841 en
heal.identifier.secondary http://dx.doi.org/10.1109/IGARSS.2008.4779841 en
heal.identifier.secondary 4779841 en
heal.publicationDate 2008 en
heal.abstract Image segmentation is a basic step of any segment-based classification method. Various segmentation approaches of polarimetric SAR data, such as region growing and splitmerge to name a few, have been proposed recently. This paper describes the development of a new segmentation approach that improves the polarimetric SAR data analysis by including information from the backscattering behavior of objects in the Freeman-Durden analysis images. This method is based on the main scattering mechanism that appears in each image pixel and the second most important scattering mechanism that might have been contributed significantly in the scattering process. Further segmentation is performed based on the calculated histograms of subregions. The state-of-art ALOS polarimetric SAR data are used in this study. The study area is located in the south of the United Kingdom and includes the city of Minehead. © 2008 IEEE. en
heal.journalName International Geoscience and Remote Sensing Symposium (IGARSS) en
dc.identifier.doi 10.1109/IGARSS.2008.4779841 en
dc.identifier.volume 4 en
dc.identifier.issue 1 en
dc.identifier.spage IV790 en
dc.identifier.epage IV793 en

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