水下激光雷达信号处理增强海洋生物的探测和定位

Elizaveta Dubrovinskaya, F. Dalgleish, B. Ouyang, P. Casari
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引用次数: 4

摘要

海洋动物物种的原位检测、识别和跟踪是生物学和生态学等领域野外研究的重要步骤。尽管如此,通过在可见光光谱下操作的设备直接观察海洋野生动物,往往受到海水提供的具有挑战性的条件的影响,由于水的浑浊,光线可能受到散射和衰减现象的影响。由于强光的使用可能被证明是无效的,甚至会引起海洋动物的行为变化,因此设计微创或非侵入性观察仪器变得尤为重要。在本文中,我们考虑在佛罗里达大西洋大学(FAU)正在开发的串行光探测和测距(LiDAR)系统。这种激光雷达设计基于廉价的组件和低平均功率的红色激光器,这些激光器在水中会受到显著的衰减,但对眼睛安全且对海洋生物不可见。考虑到检测和评估海洋野生动物存在的挑战,我们提出了一个完整的激光雷达数据处理管道,包括水浊度检测,非门控后向散射补偿,对比度增强以及被检测目标的三维模型的构建。该管道应用于多个不同浊度条件下的储罐试验数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Underwater LiDAR Signal Processing for Enhanced Detection and Localization of Marine Life
The in situ detection, recognition and tracking of marine animal species is a very important step of field research in the domains of, among others, biology and ecology. Still, the direct observation of marine wildlife through equipment operating in the visible light spectrum is often impaired by the challenging conditions offered by ocean waters, where light can be subject to scattering and attenuation phenomena due to the water turbidity. As the use of powerful lighting may prove ineffective and even induce behavioral changes in marine animals, the design of minimally or non-invasive observation instruments becomes particularly important. In this paper, we consider the serial Light Detection And Ranging (LiDAR) system under development at the Florida Atlantic University (FAU). This LiDAR design is based on inexpensive components and on low average power red lasers which are subject to significant attenuation in water, but are both eye-safe and invisible to marine life. Considering the challenge of detecting and evaluating the presence of marine wildlife, we present a full processing pipeline for LiDAR data, that includes water turbidity detection, non-gated backscattering compensation, contrast enhancement, and the construction of a three-dimensional model of the detected target. The pipeline is applied to a number of tank test data, under different turbidity conditions.
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