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利用偏振相衬成像的雾中飞行时间成像。

Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging.

机构信息

Key Laboratory of Photoelectronic Imaging Technology and System, Ministry of Education, School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China.

Beijing Institute of Technology, Zhuhai 519000, China.

出版信息

Sensors (Basel). 2022 Apr 20;22(9):3159. doi: 10.3390/s22093159.

Abstract

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.

摘要

由于大气气溶胶散射的光,飞行时间(ToF)成像在雾中的幅度图像对比度降低,深度测量严重失真。这个问题限制了 ToF 成像在户外环境中的应用,例如自动驾驶。为了提高 ToF 相机拍摄的图像质量,我们提出了一种用于雾天场景图像恢复的偏振相量成像方法。在本文中,将光学偏振去雾引入 ToF 相量成像中,并提出了偏振相量的偏振度来估计散射分量。建立了一个偏振相量成像模型,旨在将目标分量从 ToF 相机接收到的信号中分离出来,以恢复幅度和深度信息。通过使用人工雾进行的几次实验验证了该方法的有效性,实验结果表明,该方法显著提高了图像质量,在不同雾厚下都具有鲁棒性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bc4/9104460/d536805b81f4/sensors-22-03159-g001.jpg

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