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Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging

Infrared ship-target detection for sea surveillance from the coast is very challenging because of strong background clutter, such as cloud and sea glint. Conventional approaches utilize either spatial or temporal information to reduce false positives. This paper proposes a completely different appro...

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Detalles Bibliográficos
Autores principales: Kim, Sungho, Shin, Jungsub, Ahn, Joonmo, Kim, Sunho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7284358/
https://www.ncbi.nlm.nih.gov/pubmed/32443804
http://dx.doi.org/10.3390/s20102896
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author Kim, Sungho
Shin, Jungsub
Ahn, Joonmo
Kim, Sunho
author_facet Kim, Sungho
Shin, Jungsub
Ahn, Joonmo
Kim, Sunho
author_sort Kim, Sungho
collection PubMed
description Infrared ship-target detection for sea surveillance from the coast is very challenging because of strong background clutter, such as cloud and sea glint. Conventional approaches utilize either spatial or temporal information to reduce false positives. This paper proposes a completely different approach, called carbon dioxide-double spike (CO(2)-DS) detection in midwave spectral imaging. The proposed CO(2)-DS is based on the spectral feature where a hot CO(2) emission band is broader than that which is absorbed by normal atmospheric CO(2), which generates CO(2)-double spikes. A directional-mean subtraction filter (D-MSF) detects each CO(2) spike, and final targets are detected by joint analysis of both types of detection. The most important property of CO(2)-DS detection is that it generates an extremely low number of false positive caused by background clutter. Only the hot CO(2) spike of a ship plume can penetrate atmosphere, and furthermore, there are only ship CO(2) plume signatures in the double spikes of different spectral bands. Experimental results using midwave Fourier transform infrared (FTIR) in a remote sea environment validate the extreme robustness of the proposed ship-target detection.
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spelling pubmed-72843582020-08-13 Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging Kim, Sungho Shin, Jungsub Ahn, Joonmo Kim, Sunho Sensors (Basel) Article Infrared ship-target detection for sea surveillance from the coast is very challenging because of strong background clutter, such as cloud and sea glint. Conventional approaches utilize either spatial or temporal information to reduce false positives. This paper proposes a completely different approach, called carbon dioxide-double spike (CO(2)-DS) detection in midwave spectral imaging. The proposed CO(2)-DS is based on the spectral feature where a hot CO(2) emission band is broader than that which is absorbed by normal atmospheric CO(2), which generates CO(2)-double spikes. A directional-mean subtraction filter (D-MSF) detects each CO(2) spike, and final targets are detected by joint analysis of both types of detection. The most important property of CO(2)-DS detection is that it generates an extremely low number of false positive caused by background clutter. Only the hot CO(2) spike of a ship plume can penetrate atmosphere, and furthermore, there are only ship CO(2) plume signatures in the double spikes of different spectral bands. Experimental results using midwave Fourier transform infrared (FTIR) in a remote sea environment validate the extreme robustness of the proposed ship-target detection. MDPI 2020-05-20 /pmc/articles/PMC7284358/ /pubmed/32443804 http://dx.doi.org/10.3390/s20102896 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Sungho
Shin, Jungsub
Ahn, Joonmo
Kim, Sunho
Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging
title Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging
title_full Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging
title_fullStr Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging
title_full_unstemmed Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging
title_short Extremely Robust Remote-Target Detection Based on Carbon Dioxide-Double Spikes in Midwave Spectral Imaging
title_sort extremely robust remote-target detection based on carbon dioxide-double spikes in midwave spectral imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7284358/
https://www.ncbi.nlm.nih.gov/pubmed/32443804
http://dx.doi.org/10.3390/s20102896
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