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Polarimetric image recovery method combining histogram stretching for underwater imaging

The underwater imaging could be severely degraded by the scattering media because of the backscattered light and signal attenuation, especially in the case of strong scattering for dense turbid medium. In this paper, we propose an improved method for recovering the underwater image combining the his...

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Detalles Bibliográficos
Autores principales: Li, Xiaobo, Hu, Haofeng, Zhao, Lin, Wang, Hui, Yu, Yin, Wu, Lan, Liu, Tiegen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6102268/
https://www.ncbi.nlm.nih.gov/pubmed/30127366
http://dx.doi.org/10.1038/s41598-018-30566-8
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author Li, Xiaobo
Hu, Haofeng
Zhao, Lin
Wang, Hui
Yu, Yin
Wu, Lan
Liu, Tiegen
author_facet Li, Xiaobo
Hu, Haofeng
Zhao, Lin
Wang, Hui
Yu, Yin
Wu, Lan
Liu, Tiegen
author_sort Li, Xiaobo
collection PubMed
description The underwater imaging could be severely degraded by the scattering media because of the backscattered light and signal attenuation, especially in the case of strong scattering for dense turbid medium. In this paper, we propose an improved method for recovering the underwater image combining the histogram stretching and polarimetric recovery in a proper way. In this method, we stretch the histograms of the orthogonal polarization images while maintaining the polarization relation between them, and then, based on the processed orthogonal polarization images, the recovered image with higher quality can be obtained by the traditional polarimetric recovery method. Several groups of experimental results demonstrate that the quality of underwater images can be effectively enhanced by our method, and its performance is better than that of the traditional polarimetric recovery method. In particular, the proposed method is also quite effective in the condition of dense turbid medium.
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spelling pubmed-61022682018-08-27 Polarimetric image recovery method combining histogram stretching for underwater imaging Li, Xiaobo Hu, Haofeng Zhao, Lin Wang, Hui Yu, Yin Wu, Lan Liu, Tiegen Sci Rep Article The underwater imaging could be severely degraded by the scattering media because of the backscattered light and signal attenuation, especially in the case of strong scattering for dense turbid medium. In this paper, we propose an improved method for recovering the underwater image combining the histogram stretching and polarimetric recovery in a proper way. In this method, we stretch the histograms of the orthogonal polarization images while maintaining the polarization relation between them, and then, based on the processed orthogonal polarization images, the recovered image with higher quality can be obtained by the traditional polarimetric recovery method. Several groups of experimental results demonstrate that the quality of underwater images can be effectively enhanced by our method, and its performance is better than that of the traditional polarimetric recovery method. In particular, the proposed method is also quite effective in the condition of dense turbid medium. Nature Publishing Group UK 2018-08-20 /pmc/articles/PMC6102268/ /pubmed/30127366 http://dx.doi.org/10.1038/s41598-018-30566-8 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Li, Xiaobo
Hu, Haofeng
Zhao, Lin
Wang, Hui
Yu, Yin
Wu, Lan
Liu, Tiegen
Polarimetric image recovery method combining histogram stretching for underwater imaging
title Polarimetric image recovery method combining histogram stretching for underwater imaging
title_full Polarimetric image recovery method combining histogram stretching for underwater imaging
title_fullStr Polarimetric image recovery method combining histogram stretching for underwater imaging
title_full_unstemmed Polarimetric image recovery method combining histogram stretching for underwater imaging
title_short Polarimetric image recovery method combining histogram stretching for underwater imaging
title_sort polarimetric image recovery method combining histogram stretching for underwater imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6102268/
https://www.ncbi.nlm.nih.gov/pubmed/30127366
http://dx.doi.org/10.1038/s41598-018-30566-8
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