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Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images
In the condition of ocean observation for high-resolution airborne synthetic aperture radar (SAR), sea spikes will cause serious interference to SAR image interpretation and marine target detection. In order to improve the ability of target detection, it is necessary to suppress sea spikes in SAR im...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8126024/ https://www.ncbi.nlm.nih.gov/pubmed/34065130 http://dx.doi.org/10.3390/s21093269 |
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author | Zhao, Yawei Chong, Jinsong Li, Yan Sun, Kai Yang, Xue |
author_facet | Zhao, Yawei Chong, Jinsong Li, Yan Sun, Kai Yang, Xue |
author_sort | Zhao, Yawei |
collection | PubMed |
description | In the condition of ocean observation for high-resolution airborne synthetic aperture radar (SAR), sea spikes will cause serious interference to SAR image interpretation and marine target detection. In order to improve the ability of target detection, it is necessary to suppress sea spikes in SAR images. However, there is no report on sea spike suppression methods in SAR images. As a step forward, a sea spike suppression method based on optimum polarization ratio in airborne SAR images is proposed in this paper. This method is only applicable to the situation where VV and HH dual-polarized SAR data containing sea spikes are acquired at the same time. By calculating the optimum polarization ratio, this method further obtains the difference image of the panoramic area accomplishing sea spike suppression. This method is applied to a field airborne X-band SAR data, including ocean waves, oil spills and ships. The results show that the sea spikes are well suppressed, the contrast of ocean waves and the contrast of oil spills are improved, and the false alarm rate of ship detection is reduced. The discussions on these results demonstrate that the proposed method can effectively suppress sea spikes and improve the interpretability of SAR images. |
format | Online Article Text |
id | pubmed-8126024 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81260242021-05-17 Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images Zhao, Yawei Chong, Jinsong Li, Yan Sun, Kai Yang, Xue Sensors (Basel) Article In the condition of ocean observation for high-resolution airborne synthetic aperture radar (SAR), sea spikes will cause serious interference to SAR image interpretation and marine target detection. In order to improve the ability of target detection, it is necessary to suppress sea spikes in SAR images. However, there is no report on sea spike suppression methods in SAR images. As a step forward, a sea spike suppression method based on optimum polarization ratio in airborne SAR images is proposed in this paper. This method is only applicable to the situation where VV and HH dual-polarized SAR data containing sea spikes are acquired at the same time. By calculating the optimum polarization ratio, this method further obtains the difference image of the panoramic area accomplishing sea spike suppression. This method is applied to a field airborne X-band SAR data, including ocean waves, oil spills and ships. The results show that the sea spikes are well suppressed, the contrast of ocean waves and the contrast of oil spills are improved, and the false alarm rate of ship detection is reduced. The discussions on these results demonstrate that the proposed method can effectively suppress sea spikes and improve the interpretability of SAR images. MDPI 2021-05-09 /pmc/articles/PMC8126024/ /pubmed/34065130 http://dx.doi.org/10.3390/s21093269 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhao, Yawei Chong, Jinsong Li, Yan Sun, Kai Yang, Xue Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images |
title | Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images |
title_full | Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images |
title_fullStr | Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images |
title_full_unstemmed | Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images |
title_short | Sea Spike Suppression Method Based on Optimum Polarization Ratio in Airborne SAR Images |
title_sort | sea spike suppression method based on optimum polarization ratio in airborne sar images |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8126024/ https://www.ncbi.nlm.nih.gov/pubmed/34065130 http://dx.doi.org/10.3390/s21093269 |
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