A new algorithm for iceberg detection with dual-polarimetric SAR data

Icebergs are hazards to lives and goods during navigation in cold waters. In the context of iceberg detection with SAR images, an extensive work was carried out for the detection of large icebergs, but the identification of small bergs or target embedded in sea ice is till difficult. In this work, a...

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Published in:2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Main Authors: Marino, Armando, Rulli, Romina, Wesche, Christine, Hajnsek, Irena
Format: Article in Journal/Newspaper
Language:unknown
Published: 2015
Subjects:
Online Access:https://epic.awi.de/id/eprint/39081/
https://hdl.handle.net/10013/epic.46292
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spelling ftawi:oai:epic.awi.de:39081 2024-09-15T18:34:48+00:00 A new algorithm for iceberg detection with dual-polarimetric SAR data Marino, Armando Rulli, Romina Wesche, Christine Hajnsek, Irena 2015-07 https://epic.awi.de/id/eprint/39081/ https://hdl.handle.net/10013/epic.46292 unknown Marino, A. , Rulli, R. , Wesche, C. orcid:0000-0002-9786-4010 and Hajnsek, I. (2015) A new algorithm for iceberg detection with dual-polarimetric SAR data , IEEE International Geoscience and Remote Sensing Symposium (IGARSS) . doi:10.1109/IGARSS.2015.7326561 <https://doi.org/10.1109/IGARSS.2015.7326561> , hdl:10013/epic.46292 EPIC3IEEE International Geoscience and Remote Sensing Symposium (IGARSS) Article peerRev 2015 ftawi https://doi.org/10.1109/IGARSS.2015.7326561 2024-06-24T04:13:16Z Icebergs are hazards to lives and goods during navigation in cold waters. In the context of iceberg detection with SAR images, an extensive work was carried out for the detection of large icebergs, but the identification of small bergs or target embedded in sea ice is till difficult. In this work, a new detector is propose to tackle this issue based on dual-polarimetric incoherent (i.e. detected) images. The algorithm is based on the principle that small icebergs are contained in a limited area and they are supposed to have a volume contribution that is higher compared to the sea or sea-ice background. The detector is tested on RADARSAT-2 quad-polarimetric data, where only the multi-looked intensities of the HH and HV channels are used. Article in Journal/Newspaper Sea ice Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 3446 3449
institution Open Polar
collection Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center)
op_collection_id ftawi
language unknown
description Icebergs are hazards to lives and goods during navigation in cold waters. In the context of iceberg detection with SAR images, an extensive work was carried out for the detection of large icebergs, but the identification of small bergs or target embedded in sea ice is till difficult. In this work, a new detector is propose to tackle this issue based on dual-polarimetric incoherent (i.e. detected) images. The algorithm is based on the principle that small icebergs are contained in a limited area and they are supposed to have a volume contribution that is higher compared to the sea or sea-ice background. The detector is tested on RADARSAT-2 quad-polarimetric data, where only the multi-looked intensities of the HH and HV channels are used.
format Article in Journal/Newspaper
author Marino, Armando
Rulli, Romina
Wesche, Christine
Hajnsek, Irena
spellingShingle Marino, Armando
Rulli, Romina
Wesche, Christine
Hajnsek, Irena
A new algorithm for iceberg detection with dual-polarimetric SAR data
author_facet Marino, Armando
Rulli, Romina
Wesche, Christine
Hajnsek, Irena
author_sort Marino, Armando
title A new algorithm for iceberg detection with dual-polarimetric SAR data
title_short A new algorithm for iceberg detection with dual-polarimetric SAR data
title_full A new algorithm for iceberg detection with dual-polarimetric SAR data
title_fullStr A new algorithm for iceberg detection with dual-polarimetric SAR data
title_full_unstemmed A new algorithm for iceberg detection with dual-polarimetric SAR data
title_sort new algorithm for iceberg detection with dual-polarimetric sar data
publishDate 2015
url https://epic.awi.de/id/eprint/39081/
https://hdl.handle.net/10013/epic.46292
genre Sea ice
genre_facet Sea ice
op_source EPIC3IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
op_relation Marino, A. , Rulli, R. , Wesche, C. orcid:0000-0002-9786-4010 and Hajnsek, I. (2015) A new algorithm for iceberg detection with dual-polarimetric SAR data , IEEE International Geoscience and Remote Sensing Symposium (IGARSS) . doi:10.1109/IGARSS.2015.7326561 <https://doi.org/10.1109/IGARSS.2015.7326561> , hdl:10013/epic.46292
op_doi https://doi.org/10.1109/IGARSS.2015.7326561
container_title 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
container_start_page 3446
op_container_end_page 3449
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