基于全链路改进偏振蒙特卡罗仿真的水下光传输特性分析

Analysis of underwater light transmission characteristics based on full-link improved polarized Monte Carlo simulation

  • 摘要: 偏振光及其成像技术在水下探测领域具有广泛应用,特别是针对散射水体下的清晰成像问题,具有独特的优势。由于水体的吸收和散射粒子的散射效应,水下成像环境中自然光线较弱,需要依靠主动照明来获取高质量图像,然而光源发散角的大小直接影响了照明光场的强度和偏振分布,影响着成像质量的高低,传统的偏振蒙特卡罗模型模拟水下光源照明时忽略了光源发散角特征,且对偏振特性的记录存在误差。为此,针对传统偏振蒙特卡罗模型从参考子午面的构建方式、光子初始化方式到光子的追踪解算及光子的探测接收进行了全链路的改进。基于改进后的模型,分别在均匀光源照明和高斯光源照明条件下,探究了光源发散角及传输距离对偏振光水下传输特性的影响,进一步仿真分析了光源发散角及传输距离对不同成像方式和图像算法的作用,并设计了水下成像方式进行实验验证。实验结果表明:在不同入射光偏振态及不同散射粒子尺寸条件下,减小主动照明光源的发散角,有利于区分成像目标光与背景杂散光的偏振特性差异,提升成像对比度,抑制噪声干扰。提出的全链路偏振蒙特卡罗模型及数值研究,可为水下成像探测中主动照明光源的设计提供重要的数值参考和理论支撑。

     

    Abstract: Polarized light and its imaging technologies are widely used in underwater detection, offering unique advantages for clear imaging in scattering water environments. Due to absorption and particle scattering in water, natural light is weak in underwater conditions, requiring active illumination to achieve high-quality imaging. The divergence angle of the light source significantly affects the intensity and polarization distribution of the illumination field, thereby influencing imaging quality. Traditional polarized Monte Carlo models often overlook the characteristics of light source divergence angles and introduce errors in recording polarization properties. To address this, this study introduces comprehensive improvements to the traditional polarized Monte Carlo model, including the construction of the reference meridional plane, photon initialization methods, photon tracking calculations, and photon detection processes. Using the improved model, the effects of light source divergence angle and transmission distance on the underwater transmission characteristics of polarized light were investigated under uniform and Gaussian illumination conditions. Further simulations analyzed the impact of divergence angles and transmission distances on different imaging methods and image processing algorithms, followed by experimental validation in underwater imaging. The results show that reducing the divergence angle of active illumination light sources enhances the contrast between imaging targets and background stray light by leveraging differences in polarization characteristics, improves imaging contrast, and suppresses noise interference. The proposed full-chain polarized Monte Carlo model and numerical studies provide valuable guidance and theoretical support for the design of active light sources in underwater imaging detection.

     

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