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The Remarkable Visual Abilities of Nocturnal Insects: Neural Principles and Bioinspired Night-Vision Algorithms

机译:夜间昆虫的卓越视觉能力:神经原理和受生物启发的夜视算法

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摘要

Despite their tiny eyes and brains, nocturnal insects have remarkable visual abilities. Recent work—particularly on fast-flying moths and bees and on ball-rolling dung beetles—has shown that nocturnal insects are able to distinguish colors, to detect faint movements, to learn visual landmarks, to orient to the faint pattern of polarized light produced by the moon, and to navigate using the stars. These impressive visual abilities are the result of exquisitely adapted eyes and visual systems, the product of millions of years of evolution. Even though we are only at the threshold of understanding the neural mechanisms responsible for reliable nocturnal vision, growing evidence suggests that the neural summation of photons in space and time is critically important: even though vision in dim light becomes necessarily coarser and slower, those details that are preserved are seen clearly. These benefits of spatio–temporal summation have obvious implications for dim-light video technologies. In addition to reviewing the visual adaptations of nocturnal insects, we here describe an algorithm inspired by nocturnal visual processing strategies—from amplification of primary image signals to optimized spatio–temporal summation to reduce noise—that dramatically increases the reliability of video collected in dim light, including the preservation of color.
机译:尽管夜虫的眼睛和大脑很小,但它们具有非凡的视觉能力。最近的工作,特别是在飞速飞蛾和蜜蜂以及滚滚的甲虫上的研究表明,夜间昆虫能够区分颜色,检测微弱的运动,学习视觉界标,使产生的微弱偏振光方向化。月亮,并使用星星导航。这些令人印象深刻的视觉能力是经过精心改造的眼睛和视觉系统的结果,这是数百万年演变的产物。即使我们仅处于了解负责可靠的夜视的神经机制的门槛,但越来越多的证据表明,时空中光子的神经求和非常重要:即使在昏暗的光线下视力变得必定变得更粗,更慢,这些细节保留下来的东西清晰可见。时空总和的这些好处对于暗光视频技术具有明显的含义。除了回顾夜虫的视觉适应性之外,我们在这里还描述了一种受夜视视觉处理策略启发的算法-从原始图像信号的放大到优化的时空总和以减少噪声-极大地提高了在昏暗光线下采集的视频的可靠性,包括颜色的保存。

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