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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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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. |
format | Online Article Text |
id | pubmed-6102268 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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