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Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging
Due to the light scattered by atmospheric aerosols, the amplitude image contrast is degraded and the depth measurement is greatly distorted for time-of-flight (ToF) imaging in fog. The problem limits ToF imaging to be applied in outdoor settings, such as autonomous driving. To improve the quality of...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104460/ https://www.ncbi.nlm.nih.gov/pubmed/35590850 http://dx.doi.org/10.3390/s22093159 |
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author | Zhang, Yixin Wang, Xia Zhao, Yuwei Fang, Yujie |
author_facet | Zhang, Yixin Wang, Xia Zhao, Yuwei Fang, Yujie |
author_sort | Zhang, Yixin |
collection | PubMed |
description | Due to the light scattered by atmospheric aerosols, the amplitude image contrast is degraded and the depth measurement is greatly distorted for time-of-flight (ToF) imaging in fog. The problem limits ToF imaging to be applied in outdoor settings, such as autonomous driving. To improve the quality of the images captured by ToF cameras, we propose a polarization phasor imaging method for image recovery in foggy scenes. In this paper, optical polarimetric defogging is introduced into ToF phasor imaging, and the degree of polarization phasor is proposed to estimate the scattering component. A polarization phasor imaging model is established, aiming at separating the target component from the signal received by ToF cameras to recover the amplitude and depth information. The effectiveness of this method is confirmed by several experiments with artificial fog, and the experimental results demonstrate that the proposed method significantly improves the image quality, with robustness in different thicknesses of fog. |
format | Online Article Text |
id | pubmed-9104460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91044602022-05-14 Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging Zhang, Yixin Wang, Xia Zhao, Yuwei Fang, Yujie Sensors (Basel) Article Due to the light scattered by atmospheric aerosols, the amplitude image contrast is degraded and the depth measurement is greatly distorted for time-of-flight (ToF) imaging in fog. The problem limits ToF imaging to be applied in outdoor settings, such as autonomous driving. To improve the quality of the images captured by ToF cameras, we propose a polarization phasor imaging method for image recovery in foggy scenes. In this paper, optical polarimetric defogging is introduced into ToF phasor imaging, and the degree of polarization phasor is proposed to estimate the scattering component. A polarization phasor imaging model is established, aiming at separating the target component from the signal received by ToF cameras to recover the amplitude and depth information. The effectiveness of this method is confirmed by several experiments with artificial fog, and the experimental results demonstrate that the proposed method significantly improves the image quality, with robustness in different thicknesses of fog. MDPI 2022-04-20 /pmc/articles/PMC9104460/ /pubmed/35590850 http://dx.doi.org/10.3390/s22093159 Text en © 2022 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 Zhang, Yixin Wang, Xia Zhao, Yuwei Fang, Yujie Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging |
title | Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging |
title_full | Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging |
title_fullStr | Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging |
title_full_unstemmed | Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging |
title_short | Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging |
title_sort | time-of-flight imaging in fog using polarization phasor imaging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104460/ https://www.ncbi.nlm.nih.gov/pubmed/35590850 http://dx.doi.org/10.3390/s22093159 |
work_keys_str_mv | AT zhangyixin timeofflightimaginginfogusingpolarizationphasorimaging AT wangxia timeofflightimaginginfogusingpolarizationphasorimaging AT zhaoyuwei timeofflightimaginginfogusingpolarizationphasorimaging AT fangyujie timeofflightimaginginfogusingpolarizationphasorimaging |