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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...

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Detalles Bibliográficos
Autores principales: Zhang, Yixin, Wang, Xia, Zhao, Yuwei, Fang, Yujie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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
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